{"spaces":[{"query":"Investment deal making","key":"investment deal making","category":"Finance","angle":"A workflow worth investigating","market":{"version":1,"label":"Red hot market","tone":"hot","reason":"Many direct alternatives, with recent funding, launches or customer activity across multiple companies.","direct":12,"adjacent":3,"total":15,"signals":[{"type":"launch","date":"2026-10-14","url":"https://pitchbook.com/media/press-releases/pitchbook-launches-an-agentic-platform-assistant-and-new-pitchbook-data-mcp-to-meet-investors-rapidly-evolving-workflow-needs","companyDomain":"pitchbook.com","publisher":"PitchBook Launches an Agentic Platform Assistant and New PitchBook Data MCP to Meet Investors' Rapidly Evolving Workflow Needs | PitchBook","summary":"PitchBook launched agentic AI capabilities and PitchBook Data MCP for investment workflows.","quote":"PitchBook Data MCP is currently live and available to customers upon request.","verified":true,"verification":"Date and quote matched retrieved source","checkedAt":"2026-10-16T03:23:36.587Z"},{"type":"adoption","date":"2026-09-22","url":"https://investors.intapp.com/investor-news/news-details/2026/Forvis-Mazars-Capital-Advisors-selects-Intapp-DealCloud-with-Celeste-to-advance-firmwide-agentic-AI-strategy/default.aspx","companyDomain":"intapp.com","publisher":"Intapp, Inc. - Forvis Mazars Capital Advisors selects Intapp DealCloud with Celeste to advance firmwide agentic AI strategy","summary":"Intapp announced Forvis Mazars Capital Advisors selected DealCloud with Celeste for agentic deal workflows.","quote":"Forvis Mazars Capital Advisors has selected Intapp DealCloud with Celeste.","verified":true,"verification":"Date and quote matched retrieved source","checkedAt":"2026-10-16T03:23:36.587Z"},{"type":"launch","date":"2026-08-06","url":"https://rogo.com/blog/deal-room","companyDomain":"rogo.com","publisher":"Rogo Deal Room: The Future of Dealmaking","summary":"Rogo introduced Deal Room for transaction workflows.","quote":"Rogo Deal Room is the operational layer for modern transactions.","verified":true,"verification":"Date and quote matched retrieved source","checkedAt":"2026-10-16T03:27:53.956Z"}],"unclassified":0,"signalCount":3,"signalCompanies":3,"coverage":"Multi-angle search","coverageComplete":true,"checkedAt":"2026-10-16T03:27:53.949Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":15,"reviewedCount":10,"opportunities":["Automating the translation of unstructured, multi-format deal documents into structured, cited investment models without human intervention; can your AI achieve error-free extraction for non-standardized CIM formats?","Creating a unified, firm-wide relationship graph that spans internal historical deal data and external market intelligence; how does your platform resolve entity disambiguation when merging multiple data sources?","Enabling proactive deal sourcing by predicting target market exit signals based on real-time hiring and funding patterns; does your platform provide an audit trail for the source of these predictive signals to maintain investment team trust?"],"checkedAt":"2026-10-16T03:27:53.949Z"},{"query":"Due diligence for search fund acquisitions","key":"due diligence for search fund acquisitions","category":"Exploration","angle":"A workflow worth investigating","market":{"version":1,"label":"Competitive market","tone":"competitive","reason":"Several direct alternatives are indexed. Recent momentum is not yet established.","direct":7,"adjacent":1,"total":8,"signals":[{"url":"https://www.linkedin.com/posts/hebbia_ice-intercontinental-exchange-data-services-activity-7465778377572962304-cw2M","date":"2026-05-28","type":"launch","quote":"ICE (Intercontinental Exchange) Data Services are now integrated into Hebbia.","summary":"Hebbia integrated ICE Data Services into its AI-native workflows.","verified":true,"checkedAt":"2026-10-18T13:57:38.490Z","publisher":"ICE (Intercontinental Exchange) Data Services are now integrated into Hebbia. | Hebbia","verification":"Date and quote matched retrieved source","companyDomain":"hebbia.com"},{"url":"https://www.alpha-sense.com/resources/product-articles/due-diligence-workspace/","date":"2026-05-26","type":"launch","quote":"AlphaSense has launched Due Diligence Workspace.","summary":"AlphaSense launched Due Diligence Workspace for buy-side deal teams and M&A diligence.","verified":true,"checkedAt":"2026-10-18T13:57:38.490Z","publisher":"Due Diligence Workspace: Automate Diligence From Initial Evaluation to Decision","verification":"Date and quote matched retrieved source","companyDomain":"alpha-sense.com"}],"unclassified":0,"signalCount":2,"signalCompanies":2,"coverage":"Multi-angle search","coverageComplete":true,"checkedAt":"2026-10-18T13:57:38.490Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":8,"reviewedCount":2,"opportunities":["Could a “cited first-pass memo” workflow that cross-reconciles CIM claims vs financials vs tax return reduce weekend diligence rework for solo searchers? Validation question: when you upload a live target package, do you currently spend most time on reading, on reconciling discrepancies, or on building investor-ready summaries?","Could a “pre-LOI forensic screen” tier help searchers decide whether to pursue exclusivity by generating a prioritized diligence demand list tied to whatever documents they already have (often before GL access)? Validation question: for your last LOI decision, what specific data was missing or inconsistent, and would an evidence-linked demand list have changed the decision earlier?","Could a “question pack out” generator that maps each management-call question back to the exact source page reduce prep time and improve investor confidence for search funds? Validation question: how often do your management-call questions come from the document itself vs from internal notes, and would you trust outcomes only if every question trace-links to the triggering document?"],"checkedAt":"2026-10-18T13:57:31.328Z"},{"query":"Private credit covenant monitoring","key":"private credit covenant monitoring","category":"Exploration","angle":"A workflow worth investigating","market":{"version":1,"label":"Competitive market","tone":"competitive","reason":"Several direct alternatives are indexed. Recent momentum is not yet established.","direct":11,"adjacent":3,"total":14,"signals":[],"unclassified":0,"signalCount":0,"signalCompanies":0,"coverage":"Multi-angle search","coverageComplete":true,"checkedAt":"2026-10-16T03:30:10.047Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":14,"reviewedCount":13,"opportunities":["Development of standardized, machine-readable covenant taxonomies that allow for seamless benchmarking across different lenders: does a common data standard exist for covenant definitions that would allow for true market-wide performance comparisons?","Integration of predictive, human-in-the-loop expert intelligence into covenant monitoring to explain the performance drivers behind metric changes: can qualitative expert insights be systematically correlated with quantitative covenant data to predict stress events?","Scalable covenant monitoring solutions for lower middle-market, non-sponsored loans that have historically lacked formal data infrastructure: can lightweight, purpose-built AI tools effectively monitor complex, bespoke covenant packages in smaller private companies?"],"checkedAt":"2026-10-16T03:30:01.616Z"},{"query":"Insurance renewal agents for small businesses","key":"insurance renewal agents for small businesses","category":"Exploration","angle":"A workflow worth investigating","market":{"version":1,"label":"Red hot market","tone":"hot","reason":"Many direct alternatives, with recent funding, launches or customer activity across multiple companies.","direct":10,"adjacent":8,"total":18,"signals":[{"url":"https://www.linkedin.com/posts/quandri_not-every-growing-agency-adds-headcount-to-activity-7489027302371127296-3qJi","date":"2026-07-31","type":"adoption","quote":"King Risk Partners, one of the fastest-growing agencies in the US, has partnered with Quandri to scale their personal lines operations.","summary":"Quandri announced that King Risk Partners selected its platform to automate and manage insurance renewal processes.","verified":true,"checkedAt":"2026-10-19T14:16:49.622Z","publisher":"Not every growing agency adds headcount to keep up. King Risk Partners is proving there's another way.","verification":"Date and quote matched retrieved source","companyDomain":"quandri.io"},{"url":"https://www.insurancebusinessmag.com/us/news/technology/applied-systems-launches-submissionless-renewal-experience-with-travelers-581797.aspx","date":"2026-07-09","type":"launch","quote":"Applied Systems has announced a submissionless commercial insurance capability that lets carriers deliver renewal quotes directly inside agency management systems, with Travelers signing on as the first anchor carrier.","summary":"Applied Systems launched a submissionless renewal experience, with Travelers serving as the initial anchor carrier.","verified":true,"checkedAt":"2026-10-19T14:16:49.622Z","publisher":"Applied Systems launches submissionless renewal experience with Travelers | Insurance Business","verification":"Date and quote matched retrieved source","companyDomain":"appliedsystems.com"},{"url":"https://www.bnnbloomberg.ca/press-releases/2026/07/07/quandri-partners-with-firstchoice-to-bring-ai-driven-insurance-automation-to-independent-agencies/","date":"2026-07-07","type":"adoption","quote":"Quandri, the AI platform for insurance agencies and brokerages, today announced a strategic partnership with FirstChoice, a MarshBerry company and one of the largest insurance agency networks in the United States, to expand access to Quandri’s insurance-native AI platform for FirstChoice member agencies.","summary":"Quandri announced a strategic partnership with the insurance agency network FirstChoice to provide member agencies with access to its AI platform.","verified":true,"checkedAt":"2026-10-19T14:16:49.622Z","publisher":"Quandri Partners With FirstChoice to Bring AI-Driven Insurance Automation to Independent Agencies","verification":"Date and quote matched retrieved source","companyDomain":"quandri.io"}],"unclassified":0,"signalCount":3,"signalCompanies":2,"coverage":"Multi-angle search","coverageComplete":true,"checkedAt":"2026-10-19T14:16:49.622Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":18,"reviewedCount":3,"opportunities":["Can these platforms provide actionable, industry-specific benchmarking for renewal retention rates to help small agencies identify performance gaps? Do users find this level of granular data helpful?","Is there an opportunity to standardize the 'human-in-the-loop' verification process to prevent AI-generated renewal proposals from containing subtle coverage errors before client distribution? How do agents quantify the time saved versus the verification effort?","Could specialized 'recovery' workflows be developed to effectively win back business lost to direct carriers, and how successful are agents in measuring the ROI of these specific campaigns?"],"checkedAt":"2026-10-19T14:16:42.781Z"},{"query":"Prior authorization for independent clinics","key":"prior authorization for independent clinics","category":"Healthcare","angle":"A workflow worth investigating","market":{"version":1,"label":"Emerging market","tone":"emerging","reason":"Several direct alternatives were found; activity is still being established.","direct":3,"adjacent":5,"total":8,"signals":[],"unclassified":0,"signalCount":0,"signalCompanies":0,"coverage":"Multi-angle search","coverageComplete":true,"checkedAt":"2026-10-16T03:27:53.949Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":8,"reviewedCount":8,"opportunities":["Can modular PA automation successfully reduce authorization turnaround for clinics that rely heavily on manual clinical note review for non-formulary drugs? What is the impact on staff resource allocation when switching from manual portals?","How effectively can PA automation tools integrate with niche EHR platforms often used by smaller independent specialty clinics compared to major hospital-grade systems? What specific EHR integration gaps persist?","To what degree does the use of AI agents for PA tasks increase authorization approval rates for specialty infusions compared to traditional fax-based submission? How much of the denial appeal process remains manual for the clinic staff?"],"checkedAt":"2026-10-16T03:27:53.949Z"},{"query":"Clinical trial matching for rural patients","key":"clinical trial matching for rural patients","category":"Healthcare","angle":"A workflow worth investigating","market":{"version":1,"label":"Emerging market","tone":"emerging","reason":"Several direct alternatives were found; activity is still being established.","direct":5,"adjacent":5,"total":10,"signals":[],"unclassified":0,"signalCount":0,"signalCompanies":0,"coverage":"Multi-angle search","coverageComplete":true,"checkedAt":"2026-10-20T13:58:18.295Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":10,"reviewedCount":3,"opportunities":["How can EMR-integrated tools be optimized to identify rural patients for local community trial options before they require travel to urban centers? Can the integration of travel-support services directly into the patient-matching workflow significantly reduce rural patient dropout rates? What specific mechanisms can patient registries use to verify the feasibility of site access for rural residents before recommending a trial match?"],"checkedAt":"2026-10-20T13:58:10.006Z"},{"query":"Construction change order reconciliation","key":"construction change order reconciliation","category":"Construction","angle":"A workflow worth investigating","market":{"version":1,"label":"Research incomplete","tone":"unknown","reason":"Broader discovery and dated market signals are still needed.","direct":5,"adjacent":2,"total":17,"signals":[{"type":"launch","date":"2026-09-03","url":"https://www.clearstory.build/construction-blog/a-clearer-view-of-every-change-whats-new-in-clearstory-this-august","companyDomain":"clearstory.build","publisher":"A Clearer View of Every Change: What’s New in Clearstory This August","summary":"Clearstory launched closed-beta Procore Change Event Status Sync and CMiC project/contract imports.","quote":"Procore Change Event Status Sync is entering closed beta","verified":true,"verification":"Date and quote matched retrieved source","checkedAt":"2026-10-16T03:30:06.979Z"},{"type":"adoption","date":"2026-06-23","url":"https://www.clearstory.build/press-room","companyDomain":"clearstory.build","publisher":"Press Room","summary":"Clearstory became a required solution across Suffolk’s national portfolio, expanding change-order visibility and workflow standardization.","quote":"Clearstory Named Standard for Change Order Management Across Suffolk’s National Portfolio","verified":true,"verification":"Date and quote matched retrieved source","checkedAt":"2026-10-16T03:30:06.979Z"}],"unclassified":10,"signalCount":2,"signalCompanies":1,"coverage":"Partial coverage","coverageComplete":false,"checkedAt":"2026-10-16T03:30:06.983Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":17,"reviewedCount":7,"opportunities":["Can AI agents effectively automate the multi-party approval routing and escalation logic currently requiring manual management in large commercial change orders? Are contractors willing to trust automated AI-driven financial reconciliations versus manual, human-in-the-loop audit trails?","Is there a scalable way for mid-market construction firms to integrate disjointed field documentation tools and accounting ERPs without the high cost of enterprise-wide platform replacement? Can current hybrid approaches truly bridge these data gaps?","Will specialty contractors increasingly demand purpose-built, lightweight change-order tools that prioritize trade-specific workflows over the broader, sometimes cumbersome, project-management features of major construction ERPs? What is the limit of their tolerance for managing multiple vendor platforms?"],"checkedAt":"2026-10-16T03:30:00.951Z"},{"query":"Permit intelligence for heat pump installers","key":"permit intelligence for heat pump installers","category":"Exploration","angle":"A workflow worth investigating","market":{"version":1,"label":"Thinly mapped","tone":"unknown","reason":"Few matches found. That may reflect weak coverage, not an open market.","direct":1,"adjacent":3,"total":4,"signals":[],"unclassified":0,"signalCount":0,"signalCompanies":0,"coverage":"Multi-angle search","coverageComplete":true,"checkedAt":"2026-10-21T14:02:45.103Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":4,"reviewedCount":3,"opportunities":["Can an automated solution reconcile discrepancies between equipment model numbers on permits versus installed units at the time of final inspection?","Is it possible to develop a contractor-facing compliance checklist that automatically maps project-specific data to multi-trade permit requirements to prevent common filing mistakes?","How might regional inspection coordination tools be integrated into existing project management software to reduce idle time for contractors?"],"checkedAt":"2026-10-21T14:02:38.734Z"},{"query":"Water leak detection for small utilities","key":"water leak detection for small utilities","category":"Exploration","angle":"A workflow worth investigating","market":{"version":1,"label":"Competitive market","tone":"competitive","reason":"Several direct alternatives are indexed. Recent momentum is not yet established.","direct":10,"adjacent":1,"total":11,"signals":[],"unclassified":0,"signalCount":0,"signalCompanies":0,"coverage":"Multi-angle search","coverageComplete":true,"checkedAt":"2026-10-22T14:00:27.850Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":11,"reviewedCount":3,"opportunities":["How can small utilities implement low-cost, permanent noise logging arrays that minimize the need for specialized manual surveying?","Could mobile-app based acoustic analysis tools reduce the training requirements for small utility field staff?","What barriers exist for integrating handheld thermal imaging into routine, preventative small-utility infrastructure maintenance workflows?"],"checkedAt":"2026-10-22T14:00:20.943Z"},{"query":"Food waste forecasting for independent grocers","key":"food waste forecasting for independent grocers","category":"Exploration","angle":"A workflow worth investigating","market":{"version":1,"label":"Emerging market","tone":"emerging","reason":"Several direct alternatives were found; activity is still being established.","direct":3,"adjacent":2,"total":5,"signals":[{"url":"https://www.relexsolutions.com/news/relex-delivers-record-first-half-2026-growth/","date":"2026-07-30","type":"launch","quote":"RELEX introduced productized AI agents","summary":"RELEX launched productized AI agents and expanded AI-native fresh and store-operations capabilities.","verified":true,"checkedAt":"2026-10-24T14:00:09.403Z","publisher":"RELEX Delivers Record First Half 2026 Growth | RELEX Solutions","verification":"Date and quote matched retrieved source","companyDomain":"relexsolutions.com"}],"unclassified":0,"signalCount":1,"signalCompanies":1,"coverage":"Multi-angle search","coverageComplete":true,"checkedAt":"2026-10-24T14:00:09.403Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":5,"reviewedCount":3,"opportunities":["Can lightweight forecasting tools be developed that operate on minimal POS data to help independent grocers without requiring years of historical records? How might we validate if such a tool provides sufficient accuracy for fresh produce?","Is there an opportunity for collaborative regional procurement platforms that pool demand data from multiple independent grocers to improve forecast accuracy? How would individual grocers perceive the data sharing requirements for such a system?","Could dynamic pricing mobile apps be specifically optimized for independent stores with limited labor to manage markdowns? How would store managers balance the effort of inputting data against the recovery of lost margin?"],"checkedAt":"2026-10-24T13:59:56.272Z"},{"query":"Export compliance for small manufacturers","key":"export compliance for small manufacturers","category":"Industrial","angle":"A workflow worth investigating","market":{"version":1,"label":"Competitive market","tone":"competitive","reason":"Several direct alternatives are indexed. Recent momentum is not yet established.","direct":6,"adjacent":1,"total":7,"signals":[],"unclassified":0,"signalCount":0,"signalCompanies":0,"coverage":"Multi-angle search","coverageComplete":true,"checkedAt":"2026-10-23T13:59:23.382Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":7,"reviewedCount":3,"opportunities":["Can AI-driven classification tools accurately suggest ECCNs for complex machine parts to reduce reliance on external consultants? How can manufacturers validate this accuracy?","Is there an underserved opportunity for automated, template-based export documentation workflows integrated directly into small-scale accounting or ERP software? What workflows cause the most manual bottlenecks today?","Could a simplified, subscription-based digital compliance dashboard that aggregates real-time regulatory changes specifically for small manufacturers improve adherence? What features are most critical to prevent inadvertent ITAR/EAR violations?"],"checkedAt":"2026-10-23T13:59:16.769Z"},{"query":"Accessibility regression testing for agents","key":"accessibility regression testing for agents","category":"Exploration","angle":"A workflow worth investigating","market":{"version":1,"label":"Competitive market","tone":"competitive","reason":"Several direct alternatives are indexed. Recent momentum is not yet established.","direct":8,"adjacent":2,"total":10,"signals":[{"url":"https://www.browserstack.com/blog/browserstack-recognized-as-a-challenger-in-the-2026-gartner-magic-quadrant-for-digital-accessibility/","date":"2026-10-19","type":"launch","quote":"Screen Reader Experience Agent (Now in Beta)","summary":"BrowserStack announced a beta AI agent that autonomously navigates web and mobile apps using real screen readers to uncover accessibility barriers.","verified":true,"checkedAt":"2026-10-25T13:58:00.202Z","publisher":"BrowserStack Recognized as a Challenger in the 2026 Gartner® Magic Quadrant™ for Digital Accessibility","verification":"Date and quote matched retrieved source","companyDomain":"browserstack.com"},{"url":"https://www.deque.com/axe-mcp-server-faster-accessibility-remediation/","date":"2026-08-13","type":"adoption","quote":"Deque used Axe MCP Server on web remediation projects to fix accessibility issues identified through automated testing.","summary":"Deque deployed Axe MCP Server in customer remediation projects, reporting 20–30% fewer hours for automated issues and 30–40% fewer for manually found issues.","verified":true,"checkedAt":"2026-10-25T13:58:00.202Z","publisher":"How Deque uses Axe MCP Server to deliver 40% faster accessibility remediation - Deque How Deque uses Axe MCP Server to deliver 40% faster accessibility remediation | Deque","verification":"Date and quote matched retrieved source","companyDomain":"deque.com"}],"unclassified":0,"signalCount":2,"signalCompanies":2,"coverage":"Multi-angle search","coverageComplete":true,"checkedAt":"2026-10-25T13:58:00.202Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":10,"reviewedCount":3,"opportunities":["Can agents accurately interpret and prioritize semantic accessibility issues versus purely mechanical scan errors; how can we measure this?","Could domain-specific \"accessibility agents\" better simulate assistive technology usage across localized, multi-language interfaces; what metrics prove this usability?","How can we standardize hash-verifiable evidence packs across different agent-testing platforms to ensure compliance and auditability; what are the friction points for adoption?"],"checkedAt":"2026-10-25T13:57:53.319Z"},{"query":"Agent memory with data residency controls","key":"agent memory with data residency controls","category":"Exploration","angle":"A workflow worth investigating","market":{"version":1,"label":"Competitive market","tone":"competitive","reason":"Several direct alternatives are indexed. Recent momentum is not yet established.","direct":8,"adjacent":1,"total":9,"signals":[{"type":"launch","date":"2026-06-26","url":"https://www.cognee.ai/cognee-1-0-announcement","companyDomain":"cognee.ai","publisher":"cognee 1.0: The Open-Source Memory Platform for AI Agents | Cognee","summary":"Cognee launched cognee 1.0, an open-source agent-memory platform with local, self-hosted, and cloud deployment options.","quote":"Today, my team and I are releasing that bet as cognee 1.0.","verified":true,"verification":"Date and quote matched retrieved source","checkedAt":"2026-10-16T03:30:07.089Z"}],"unclassified":0,"signalCount":1,"signalCompanies":1,"coverage":"Multi-angle search","coverageComplete":true,"checkedAt":"2026-10-16T03:30:07.090Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":9,"reviewedCount":9,"opportunities":["Automated detection and blocking of non-compliant data residency drift during real-time agent inference trajectories. Can your security team currently verify that an agent's reasoning process did not pull personal data into a cross-region memory buffer?","Unified audit-log schemas across heterogeneous agent-memory stores that span both sovereign cloud and on-premise environments. Does your compliance reporting tool aggregate events from both legacy database logs and modern vector-memory layers?","Granular, verifiable deletion-by-subject for graph-based memory structures where facts may be interconnected across multiple agents or sessions. How quickly can your organization verify that every trace of a deleted subject has been scrubbed from your agentic knowledge graphs?"],"checkedAt":"2026-10-16T03:30:00.728Z"},{"query":"API access to industrial spare parts","key":"api access to industrial spare parts","category":"Developer tools","angle":"A workflow worth investigating","market":{"version":1,"label":"Emerging market","tone":"emerging","reason":"Several direct alternatives were found; activity is still being established.","direct":3,"adjacent":4,"total":7,"signals":[],"unclassified":0,"signalCount":0,"signalCompanies":0,"coverage":"Multi-angle search","coverageComplete":true,"checkedAt":"2026-10-27T13:56:05.547Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":7,"reviewedCount":3,"opportunities":["Automating the mapping of legacy, non-standardized part identifiers to a global golden source via API; can this be achieved with high accuracy for unstructured PDF catalogs?","Developing real-time API conduits between maintenance management systems (CMMS) and external supplier inventory to trigger autonomous purchasing; what are the constraints for managing pre-approved procurement budgets?","Exposing lifecycle and discontinuation data via API to predict MRO needs; how can manufacturers validate these predictions against their own physical asset telemetry?"],"checkedAt":"2026-10-27T13:55:59.467Z"},{"query":"Cybersecurity evidence for tiny SaaS teams","key":"cybersecurity evidence for tiny saas teams","category":"Exploration","angle":"A workflow worth investigating","market":{"version":1,"label":"Emerging market","tone":"emerging","reason":"Several direct alternatives were found; activity is still being established.","direct":3,"adjacent":3,"total":6,"signals":[],"unclassified":0,"signalCount":0,"signalCompanies":0,"coverage":"Multi-angle search","coverageComplete":true,"checkedAt":"2026-10-28T14:02:57.525Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":6,"reviewedCount":3,"opportunities":["Can automated evidence collection be extended to provide real-time assurance of security control health for micro-SaaS companies without dedicated security personnel?","Is there an effective way to bridge the gap between operational security posture data and compliance documentation without manual translation?","Could a lightweight evidence aggregator solve the high cost of enterprise-grade security platforms for tiny teams by focusing only on critical audit artifacts?"],"checkedAt":"2026-10-28T14:02:50.308Z"},{"query":"Multilingual debt collection compliance","key":"multilingual debt collection compliance","category":"Exploration","angle":"A workflow worth investigating","market":{"version":1,"label":"Competitive market","tone":"competitive","reason":"Several direct alternatives are indexed. Recent momentum is not yet established.","direct":6,"adjacent":3,"total":9,"signals":[{"url":"https://www.prnewswire.com/news/finvi/","date":"2026-06-15","type":"launch","quote":"Finvi and Office Ally Announce Partnership to Streamline Healthcare Revenue Recovery Through Artiva HCx Integration","summary":"Finvi announced an Artiva HCx integration partnership with Office Ally.","verified":true,"checkedAt":"2026-10-29T14:05:22.890Z","publisher":"Finvi News and Press Releases | PR Newswire","verification":"Date and quote matched retrieved source","companyDomain":"finvi.com"},{"url":"https://investor.wedbush.com/wedbush/article/bizwire-2026-6-11-alorica-and-domu-advance-ai-driven-loan-servicing-delivering-strong-outcomes","date":"2026-06-11","type":"adoption","quote":"Operating 24/7 in English and Spanish, the solution expands availability while maintaining strict compliance, auditability and governance.","summary":"Domu deployed AI virtual agents in Alorica Financial’s LMS for regulated loan servicing.","verified":true,"checkedAt":"2026-10-29T14:05:22.890Z","publisher":"Alorica and Domu Advance AI-Driven Loan Servicing, Delivering Strong Outcomes","verification":"Date and quote matched retrieved source","companyDomain":"domu.ai"}],"unclassified":0,"signalCount":2,"signalCompanies":2,"coverage":"Multi-angle search","coverageComplete":true,"checkedAt":"2026-10-29T14:05:22.890Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":9,"reviewedCount":3,"opportunities":["Do current multilingual compliance models adequately handle regional legal dialect differences in non-English jurisdictions?","Can existing API integrations provide real-time cross-language audit logs for regulatory reporting?","Are self-service portals effective at maintaining compliance during high-volume multilingual payment interactions without human oversight?"],"checkedAt":"2026-10-29T14:05:16.868Z"},{"query":"Ocean freight exception management","key":"ocean freight exception management","category":"Logistics","angle":"A workflow worth investigating","market":{"version":1,"label":"Competitive market","tone":"competitive","reason":"Several direct alternatives are indexed. Recent momentum is not yet established.","direct":9,"adjacent":1,"total":10,"signals":[{"url":"https://www.portcast.io/blog/purchase-order-tracking","date":"2026-10-09","type":"launch","quote":"Now available in the Portcast platform, Order Intelligence connects purchase orders with real-time shipment visibility and delay risk in a single view.","summary":"Portcast launched Order Intelligence for ocean shipments, adding order-level delay-risk visibility and exception filtering.","verified":true,"checkedAt":"2026-10-31T13:58:55.270Z","publisher":"Introducing Order Intelligence: Move Beyond Container Tracking to Order-Level Risk - Portcast Blog","verification":"Date and quote matched retrieved source","companyDomain":"portcast.io"}],"unclassified":0,"signalCount":1,"signalCompanies":1,"coverage":"Multi-angle search","coverageComplete":true,"checkedAt":"2026-10-31T13:58:55.270Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":10,"reviewedCount":3,"opportunities":["Automated cross-platform rebooking remains fragmented across carriers and forwarders; can agents negotiate rates and book new routes autonomously across non-integrated partner ecosystems?","Exception data in legacy FMS often lacks context from informal communication channels; how can AI effectively synthesize unstructured data from email and chat into structured resolution playbooks?","Enterprise guardrails often conflict with autonomous agent agility; what standardized framework is needed to define risk-based autonomy levels for AI-led exception recovery?"],"checkedAt":"2026-10-31T13:58:49.736Z"},{"query":"Estate settlement for cross-border families","key":"estate settlement for cross-border families","category":"Exploration","angle":"A workflow worth investigating","market":{"version":1,"label":"Competitive market","tone":"competitive","reason":"Several direct alternatives are indexed. Recent momentum is not yet established.","direct":8,"adjacent":3,"total":11,"signals":[{"url":"https://www.digitalmarketreports.com/news/93772/village-law-firm-launches-lifelong-estate-plan-service/","date":"2026-10-10","type":"launch","quote":"Village Law Firm Launches Lifelong Estate Plan Service","summary":"The Village Law Firm launched a lifelong estate-planning service for global and complex families, including cross-border assets and tax considerations.","verified":true,"checkedAt":"2026-11-01T15:00:04.221Z","publisher":"Village Law Firm Launches Lifelong Estate Plan Service","verification":"Date and quote matched retrieved source","companyDomain":"thevillagelawfirm.com"}],"unclassified":0,"signalCount":1,"signalCompanies":1,"coverage":"Multi-angle search","coverageComplete":true,"checkedAt":"2026-11-01T15:00:04.221Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":11,"reviewedCount":3,"opportunities":["Can a digital hub provide a secure, standardized repository for cross-border families to maintain up-to-date legal documents and asset inventories across multiple jurisdictions for future executors?","Is there a viable workflow for automating the identification of conflicting forced-heirship rules in international jurisdictions for estate planning documents?","Could an integrated, automated platform assist executors in tracking and satisfying multi-country tax filing deadlines to prevent redundant exposure?"],"checkedAt":"2026-11-01T14:59:59.876Z"},{"query":"Grant reporting for small nonprofits","key":"grant reporting for small nonprofits","category":"Exploration","angle":"A workflow worth investigating","market":{"version":1,"label":"Competitive market","tone":"competitive","reason":"Several direct alternatives are indexed. Recent momentum is not yet established.","direct":11,"adjacent":3,"total":14,"signals":[],"unclassified":0,"signalCount":0,"signalCompanies":0,"coverage":"Multi-angle search","coverageComplete":true,"checkedAt":"2026-11-03T15:00:21.646Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":14,"reviewedCount":3,"opportunities":["Automated synchronization of financial data between general accounting software and grant-specific reporting remains a primary friction point for small teams; does a purpose-built connector exist that avoids expensive enterprise integration costs?","Many small nonprofits struggle to maintain compliance for restricted grant funds within generic CRM platforms; can a low-cost, dedicated module provide real-time budget-vs-actual visibility?","While many tools focus on the grantseeker's pipeline, the post-award reporting burden is often the greatest drain on staff time; can an AI-driven report generator reliably handle diverse funder-specific templates without human intervention?"],"checkedAt":"2026-11-03T15:00:16.153Z"},{"query":"Repairability intelligence for electronics","key":"repairability intelligence for electronics","category":"Exploration","angle":"A workflow worth investigating","market":{"version":1,"label":"Emerging market","tone":"emerging","reason":"Several direct alternatives were found; activity is still being established.","direct":5,"adjacent":1,"total":6,"signals":[],"unclassified":0,"signalCount":0,"signalCompanies":0,"coverage":"Multi-angle search","coverageComplete":true,"checkedAt":"2026-11-02T15:12:19.632Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":6,"reviewedCount":3,"opportunities":["How can AI-driven diagnostic platforms be adapted to provide actionable repair intelligence for devices where OEM technical documentation is intentionally withheld? Will independent repair shops adopt a standardized diagnostic interface if it simplifies cross-brand troubleshooting?","To what extent can predictive maintenance software, currently used in industrial settings, be effectively scaled to consumer electronics to provide real-time failure anticipation? Can this model be extended to lower-cost electronics to make proactive repair economically viable compared to device replacement?","What are the main technical barriers to creating an interoperable data standard for repairability intelligence across different electronics manufacturers? Can a neutral third-party platform provide cross-brand repair insights without violating proprietary OEM intellectual property constraints?"],"checkedAt":"2026-11-02T15:12:11.713Z"},{"query":"Vendor bank detail verification for small finance teams","key":"vendor bank detail verification for small finance teams","category":"Finance","angle":"A workflow worth investigating","market":{"version":1,"label":"Emerging market","tone":"emerging","reason":"Several direct alternatives were found; activity is still being established.","direct":5,"adjacent":7,"total":12,"signals":[{"url":"https://www.eftsure.com/blog/company-news/eftsure-extends-vendor-verification-to-china/","date":"2026-11-03","type":"launch","quote":"Eftsure extends vendor verification to China","summary":"Eftsure expanded vendor bank-detail verification to mainland China.","verified":true,"checkedAt":"2026-11-05T15:05:23.741Z","publisher":"Eftsure extends vendor verification to China | Eftsure | Eftsure US","verification":"Date and quote matched retrieved source","companyDomain":"eftsure.com"},{"url":"https://vettdd.com/basware-closes-trustpair-acquisition-to-verify-supplier-bank-accounts/","date":"2026-10-05","type":"acquisition","quote":"Basware closes Trustpair acquisition to verify supplier bank accounts","summary":"Basware completed its acquisition of supplier bank-account verification platform Trustpair.","verified":true,"checkedAt":"2026-11-05T15:05:23.741Z","publisher":"Basware closes Trustpair acquisition to verify supplier bank accounts","verification":"Date and quote matched retrieved source","companyDomain":"trustpair.com"},{"url":"https://www.newswire.com/news/eftsure-acquires-relish-creating-the-global-leader-in-trusted-22864176","date":"2026-09-22","type":"acquisition","quote":"Eftsure today announced the acquisition of Relish","summary":"Eftsure acquired Relish, an AI-powered vendor-data validation and invoice-processing company.","verified":true,"checkedAt":"2026-11-05T15:05:23.741Z","publisher":"Eftsure Acquires Relish, Creating the Global Leader in Trusted Enterprise Payments From Onboarding to Payment |\n                                    Newswire","verification":"Date and quote matched retrieved source","companyDomain":"eftsure.com"},{"url":"https://www.zoneandco.com/newsroom/zone-and-eftsure-bring-payment-assurance-directly-into-zoneprocure","date":"2026-09-10","type":"adoption","quote":"Eftsure’s verification engine will be incorporated into ZoneProcure","summary":"Zone & Co adopted Eftsure’s bank-account verification engine in ZoneProcure.","verified":true,"checkedAt":"2026-11-05T15:05:23.741Z","publisher":"Zone and Eftsure Bring Payment Assurance Directly Into ZoneProcure","verification":"Date and quote matched retrieved source","companyDomain":"eftsure.com"}],"unclassified":0,"signalCount":4,"signalCompanies":2,"coverage":"Multi-angle search","coverageComplete":true,"checkedAt":"2026-11-05T15:05:23.741Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":12,"reviewedCount":3,"opportunities":["Could a low-friction, API-first tool specifically designed for small finance teams significantly reduce the cost of vendor verification compared to enterprise-grade solutions? How would this affect your current audit readiness?","Does your current vendor onboarding workflow allow you to verify bank account ownership without requiring manual callback procedures? If not, what is the biggest friction point in your current verification process?","Would a per-payment verification model offer better protection for low-volume vendor payments than a continuous enterprise monitoring subscription? How do you currently weigh cost against the value of a financial loss guarantee?"],"checkedAt":"2026-11-05T15:05:18.820Z"},{"query":"Battery passport compliance for second-life recyclers","key":"battery passport compliance for second-life recyclers","category":"Exploration","angle":"A workflow worth investigating","market":{"version":1,"label":"Competitive market","tone":"competitive","reason":"Several direct alternatives are indexed. Recent momentum is not yet established.","direct":6,"adjacent":1,"total":7,"signals":[{"url":"https://www.circunomics.com/press-hub/nearly-90-battery-listings-on-offer-circunomics-opens-its-marketplace-data-to-the-public","date":"2026-10-02","type":"launch","quote":"Listings and buyer requests on the Circunomics B2B Battery Marketplace are now visible without registration.","summary":"Circunomics opened its B2B Battery Marketplace data to the public, including battery listings and buyer requests.","verified":true,"checkedAt":"2026-11-06T14:59:57.231Z","publisher":"Circunomics Opens B2B Battery Marketplace to the Public","verification":"Date and quote matched retrieved source","companyDomain":"circunomics.com"}],"unclassified":0,"signalCount":1,"signalCompanies":1,"coverage":"Multi-angle search","coverageComplete":true,"checkedAt":"2026-11-06T14:59:57.231Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":7,"reviewedCount":3,"opportunities":["Can a passport platform integrate directly with automated battery discharge/disassembly robotics to automate the creation of recycling manifests?","Is there a gap for a lightweight, mobile-first audit tool that allows field technicians to verify passport data without full ERP integration?","How can passport data be used to standardize the valuation of second-life batteries for secondary market traders?"],"checkedAt":"2026-11-06T14:59:53.464Z"},{"query":"AI red teaming for autonomous purchasing agents","key":"ai red teaming for autonomous purchasing agents","category":"Exploration","angle":"A workflow worth investigating","market":{"version":1,"label":"Competitive market","tone":"competitive","reason":"Several direct alternatives are indexed. Recent momentum is not yet established.","direct":9,"adjacent":2,"total":11,"signals":[{"url":"https://www.pillar.security/blog/pillar-launches-red-graph-suite-version-controlled-contextual-and-continuous-ai-red-teaming","date":"2026-08-06","type":"launch","quote":"Today Pillar Security launched Red Graph Suite, an all-in-one platform for the full AI red-teaming lifecycle.","summary":"Pillar Security launched Red Graph Suite for continuous AI red teaming.","verified":true,"checkedAt":"2026-11-07T14:58:24.963Z","publisher":"Pillar launches Red Graph Suite: version-controlled, contextual and continuous AI red teaming","verification":"Date and quote matched retrieved source","companyDomain":"pillar.security"}],"unclassified":0,"signalCount":1,"signalCompanies":1,"coverage":"Multi-angle search","coverageComplete":true,"checkedAt":"2026-11-07T14:58:24.963Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":11,"reviewedCount":3,"opportunities":["How can procurement platforms automate the regression testing of agent mandates after security patches?","What automated verification methods can reliably detect circular value laundering across distributed agent-to-agent transactions?","Can standardized commerce-protocol schemas be integrated into red-teaming tools to automatically identify mandate-boundary violations?"],"checkedAt":"2026-11-07T14:58:21.008Z"},{"query":"Cold chain excursion investigation for specialty pharmacies","key":"cold chain excursion investigation for specialty pharmacies","category":"Healthcare","angle":"Resolve temperature excursions","market":{"version":1,"label":"Research incomplete","tone":"unknown","reason":"Broader discovery and dated market signals are still needed.","direct":0,"adjacent":0,"total":4,"signals":[],"unclassified":4,"signalCount":0,"signalCompanies":0,"coverage":"Partial coverage","coverageComplete":false,"checkedAt":"2026-10-11T15:13:11.860Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":4,"reviewedCount":0,"opportunities":["Hypothesis: Specialty pharmacies struggle to reconcile real-time sensor data with existing ERP quality modules; can a middleware solution automate this reconciliation?","Hypothesis: Predictive excursion alerts often lack actionable resolution steps; can AI-driven playbooks reduce the time-to-resolution for pharmacy staff? How do you measure the reduction in manual intervention?","Hypothesis: Small-scale specialty pharmacies lack the resources for enterprise-grade monitoring; can a simplified, plug-and-play compliance dashboard improve their audit readiness? What is the primary barrier to adoption for smaller pharmacies?"],"checkedAt":"2026-10-11T15:13:11.860Z"},{"query":"Digital product passports for textile resale platforms","key":"digital product passports for textile resale platforms","category":"Compliance","angle":"Trace products through resale","market":{"version":1,"label":"Research incomplete","tone":"unknown","reason":"Broader discovery and dated market signals are still needed.","direct":0,"adjacent":0,"total":5,"signals":[],"unclassified":5,"signalCount":0,"signalCompanies":0,"coverage":"Partial coverage","coverageComplete":false,"checkedAt":"2026-10-11T15:13:23.537Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":5,"reviewedCount":0,"opportunities":["Hypothesis: A standardized, cross-brand authentication protocol for resale platforms could reduce fraud; how would brands verify the authenticity of items sold on third-party marketplaces?","Hypothesis: Automated valuation tools integrated into DPPs could streamline resale pricing; what data points are most critical for accurate secondhand valuation?","Hypothesis: Consumer-facing incentives for updating DPPs during resale could improve data longevity; what gamification strategies effectively encourage users to update product condition reports?"],"checkedAt":"2026-10-11T15:13:23.537Z"},{"query":"Insurance claim evidence collection for homeowners","key":"insurance claim evidence collection for homeowners","category":"Insurance","angle":"Document claims without friction","market":{"version":1,"label":"Research incomplete","tone":"unknown","reason":"Broader discovery and dated market signals are still needed.","direct":0,"adjacent":0,"total":2,"signals":[],"unclassified":2,"signalCount":0,"signalCompanies":0,"coverage":"Partial coverage","coverageComplete":false,"checkedAt":"2026-10-11T15:15:08.850Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":2,"reviewedCount":0,"opportunities":["Hypothesis: Homeowners are more likely to maintain property records if the process is integrated directly into the mortgage or home-buying workflow; would homeowners prefer this over standalone insurance-provided tools?","Hypothesis: AI-generated claim packets could significantly reduce adjuster workload if they include automated verification of pre-loss conditions; how do adjusters validate the authenticity of AI-structured evidence?","Hypothesis: Real-time, geo-tagged evidence capture during a loss event could prevent fraud more effectively than post-loss documentation; what barriers prevent insurers from mandating real-time capture at the first notice of loss?"],"checkedAt":"2026-10-11T15:15:08.850Z"},{"query":"Robots for construction: layout, bricklaying and drywall installation","key":"robots for construction: layout, bricklaying and drywall installation","category":"Construction","angle":"A workflow worth investigating","market":{"version":1,"label":"Research incomplete","tone":"unknown","reason":"Broader discovery and dated market signals are still needed.","direct":0,"adjacent":0,"total":4,"signals":[],"unclassified":4,"signalCount":0,"signalCompanies":0,"coverage":"Partial coverage","coverageComplete":false,"checkedAt":"2026-10-13T15:16:45.096Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":4,"reviewedCount":0,"opportunities":["Could a low-cost, simplified inspection robot specifically for post-drywall-hang quality checks fill the gap before human finishing teams arrive? Can manual drywall finishers be upskilled to operate and maintain these finishing robots?","Is there an underserved niche for small-scale residential contractors who require simplified, portable layout automation that does not rely on complex BIM models? How would a simplified UI impact the adoption rate for non-technical residential subcontractors?","Can specialized autonomous robots for material handling of heavy drywall sheets on multi-story projects significantly reduce injury risk and labor bottlenecks? How much time-to-market is lost by waiting for manual human-only sheet installation on high-density projects?"],"checkedAt":"2026-10-13T15:16:45.096Z"},{"query":"Autonomous earthmoving and excavation equipment for construction contractors","key":"autonomous earthmoving and excavation equipment for construction contractors","category":"Construction","angle":"A workflow worth investigating","market":{"version":1,"label":"Research incomplete","tone":"unknown","reason":"Broader discovery and dated market signals are still needed.","direct":0,"adjacent":0,"total":6,"signals":[],"unclassified":6,"signalCount":0,"signalCompanies":0,"coverage":"Partial coverage","coverageComplete":false,"checkedAt":"2026-10-13T15:17:21.259Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":6,"reviewedCount":0,"opportunities":["Can autonomous systems be cost-effectively integrated into smaller (sub-15 ton) machines frequently used in dense residential development? What are the primary cost-per-trenching-cycle drivers for contractors?","Could a standardized, universal sensor-fusion module replace current model-specific retrofit hardware to reduce installation time and cost? Does the current setup-time delay adoption for short-term projects?","Is there an underserved need for autonomous site-logistics software that bridges the gap between active excavation and on-site material transport? How do contractors currently manage the idle-time of haul trucks awaiting loading?"],"checkedAt":"2026-10-13T15:17:21.259Z"},{"query":"Robotic site inspection and progress monitoring for construction contractors","key":"robotic site inspection and progress monitoring for construction contractors","category":"Construction","angle":"A workflow worth investigating","market":{"version":1,"label":"Research incomplete","tone":"unknown","reason":"Broader discovery and dated market signals are still needed.","direct":0,"adjacent":0,"total":5,"signals":[],"unclassified":5,"signalCount":0,"signalCompanies":0,"coverage":"Partial coverage","coverageComplete":false,"checkedAt":"2026-10-13T15:17:55.000Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":5,"reviewedCount":0,"opportunities":["Can a lightweight, retrofit-focused robotic module be built for existing construction equipment to perform opportunistic site scanning during routine operations? How would you validate the ROI against dedicated survey robots?","Could an edge-first AI model provide real-time structural safety analysis without requiring 5G/LTE backhaul on remote sites? Would contractors prioritize safety validation over speed in disconnected environments?","Is there an underserved segment in modular construction that requires specialized sub-millimeter progress tracking for highly repeatable assembly processes? Would automated verification of modular components reduce the total cost of quality for off-site manufacturers?"],"checkedAt":"2026-10-13T15:17:55.000Z"},{"query":"Robots for Construction","key":"robots for construction","category":"Construction","angle":"A workflow worth investigating","market":{"version":1,"label":"Competitive market","tone":"competitive","reason":"Several direct alternatives are indexed. Recent momentum is not yet established.","direct":8,"adjacent":3,"total":11,"signals":[{"type":"funding","date":"2026-10-13","url":"https://www.iconbuild.com/newsroom/icon-raises-seriesd","companyDomain":"iconbuild.com","publisher":"ICON Raises  $200M Series D To Transform How The World Builds","summary":"ICON announced a $200 million Series D financing and launched its first commercial rollout of the Titan Print System.","quote":"ICON Raises $200M Series D To Transform How The World Builds","verified":true,"verification":"Date and quote matched retrieved source","checkedAt":"2026-10-16T03:23:34.818Z"}],"unclassified":0,"signalCount":1,"signalCompanies":1,"coverage":"Partial coverage","coverageComplete":false,"checkedAt":"2026-10-16T03:27:53.949Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":11,"reviewedCount":11,"opportunities":["Can modular swarms of small, collaborative robots replace monolithic, large-scale machines to improve maneuverability on congested job sites?","Are there underdeveloped opportunities for standardized robotic data integration that allows heterogenous fleets from different vendors to coordinate autonomously?","Can robotic solutions specifically designed for the maintenance and retrofitting of existing infrastructure overcome the current focus on new-build applications?"],"checkedAt":"2026-10-16T03:27:53.949Z"},{"query":"Windmills for Data Centers","key":"windmills for data centers","category":"Exploration","angle":"A workflow worth investigating","market":{"version":1,"label":"Emerging market","tone":"emerging","reason":"Several direct alternatives were found; activity is still being established.","direct":3,"adjacent":4,"total":7,"signals":[],"unclassified":0,"signalCount":0,"signalCompanies":0,"coverage":"Multi-angle search","coverageComplete":true,"checkedAt":"2026-10-24T16:09:02.968Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":7,"reviewedCount":7,"opportunities":["Can hybrid co-location models effectively mitigate wind energy intermittency for high-density AI clusters?","Do emerging energy storage technologies offer a viable alternative to diesel backups for wind-reliant facilities?","How can developers optimize transmission-constrained sites for direct wind power procurement?"],"checkedAt":"2026-10-24T16:08:47.094Z"},{"query":"Enterprise Web Security","key":"enterprise web security","category":"Exploration","angle":"A workflow worth investigating","market":{"version":1,"label":"Research incomplete","tone":"unknown","reason":"Broader discovery and dated market signals are still needed.","direct":2,"adjacent":0,"total":2,"signals":[{"type":"adoption","date":"2026-10-14","url":"https://investors.netskope.com/news-releases/news-release-details/bt-international-and-netskope-expand-partnership-deliver","companyDomain":"netskope.com","publisher":"BT International and Netskope Expand Partnership to Deliver Integrated Security Service Edge Across Global Fabric - Wed, 10/14/2026 - 09:00","summary":"Netskope expanded its BT International partnership to provide optimized connectivity into Netskope One SSE through BT’s Global Fabric.","quote":"BT International and Netskope Expand Partnership to Deliver Integrated Security Service Edge Across Global Fabric","verified":true,"verification":"Date and quote matched retrieved source","checkedAt":"2026-10-24T16:10:42.376Z"},{"type":"adoption","date":"2026-10-13","url":"https://www.netskope.com/press-releases/macquarie-telecom-and-netskope-expand-partnership-to-deliver-unified-network-security-and-performance-for-australian-businesses-and-government","companyDomain":"netskope.com","publisher":"Macquarie Telecom and Netskope Expand Partnership to Deliver Unified Network Security and Performance for Australian Businesses and Government - Netskope","summary":"Netskope expanded its Macquarie Telecom partnership to add SD-WAN to a unified SASE offering for Australian organizations.","quote":"Macquarie Telecom and Netskope Expand Partnership to Deliver Unified Network Security and Performance for Australian Businesses and Government","verified":true,"verification":"Date and quote matched retrieved source","checkedAt":"2026-10-24T16:10:42.376Z"},{"type":"launch","date":"2026-10-06","url":"https://investors.netskope.com/news-releases/news-release-details/netskope-unveils-agentskope-marketplace-streamlining-how-teams","companyDomain":"netskope.com","publisher":"Netskope Unveils AgentSkope Marketplace, Streamlining How Teams Buy, Deploy, and Scale AI Agents - Tue, 10/06/2026 - 09:00","summary":"Netskope launched the AgentSkope Marketplace, a single console for customers to browse, deploy, and manage managed AI agents.","quote":"Netskope Unveils AgentSkope Marketplace, Streamlining How Teams Buy, Deploy, and Scale AI Agents","verified":true,"verification":"Date and quote matched retrieved source","checkedAt":"2026-10-24T16:10:42.376Z"},{"type":"launch","date":"2026-06-17","url":"https://blog.cloudflare.com/cloudflare-one-stack/","companyDomain":"cloudflare.com","publisher":"Introducing the Cloudflare One stack- agent-powered deployment | Cloudflare Blog","summary":"Cloudflare launched the Cloudflare One stack, enabling agent-powered deployment and migration of enterprise customers to Cloudflare One.","quote":"Introducing the Cloudflare One stack- agent-powered deployment","verified":true,"verification":"Date and quote matched retrieved source","checkedAt":"2026-10-24T16:10:42.376Z"}],"unclassified":0,"signalCount":4,"signalCompanies":2,"coverage":"Partial coverage","coverageComplete":false,"checkedAt":"2026-10-24T16:10:42.376Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":2,"reviewedCount":2,"opportunities":["Enterprise browser security for unmanaged devices and contractors: can it support all major OSes, MDM/UEM deployment, identity integration and SIEM telemetry?","SASE SWG operations: can it provide SSL inspection, URL filtering, sandboxing, browser isolation and phishing detection with manageable policy administration?","Browser-layer DLP and AI governance: can it inspect rendered pages, sensitive-data submissions and AI-tool activity without replacing users’ browsers?"],"checkedAt":"2026-10-24T16:09:45.893Z"},{"query":"AI for Finance","key":"ai for finance","category":"Finance","angle":"A workflow worth investigating","market":{"version":1,"label":"Competitive market","tone":"competitive","reason":"Several direct alternatives are indexed. Recent momentum is not yet established.","direct":9,"adjacent":2,"total":11,"signals":[{"type":"adoption","date":"2026-10-06","url":"https://www.alpha-sense.com/press/alphasense-adds-over-10000-investment-banking-users-in-most-recent-quarter/","companyDomain":"alpha-sense.com","publisher":"AlphaSense Adds Over 10,000 Investment Banking Users in Most Recent Quarter as an Additional 6 of the World’s 10 Largest Investment Banks Choose AlphaSense as Their Deal Infrastructure","summary":"AlphaSense reported six additional top-10 investment banks adopted its platform in Q3 2026.","quote":"AlphaSense now serves 18 of the world’s 20 leading investment banks","verified":true,"verification":"Date and quote matched retrieved source","checkedAt":"2026-10-24T16:11:43.791Z"}],"unclassified":0,"signalCount":1,"signalCompanies":1,"coverage":"Multi-angle search","coverageComplete":true,"checkedAt":"2026-10-24T16:11:43.791Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":11,"reviewedCount":10,"opportunities":["Private-company origination: analysts want an AI system that turns private-company discovery into a source-cited ‘who/why/route’ call list; which parts of the origination pipeline should be AI-generated versus reviewed—what would you validate from outputs and citations?","Deal-team document-to-diligence: teams want a governed workflow that links extracted facts to the exact source documents while generating diligence Q&A and red-flag summaries; do you want the primary UI to be the VDR/process room or a separate AI layer over it?","Board-ready materials acceleration: bankers want consistent, investor-ready pitch/deck and board-update drafts that preserve source context and reduce rework; which deliverables (memo, deck narrative, sensitivities, comp tables) would you prioritize for first-pass automation and what review bar would you require?"],"checkedAt":"2026-10-24T16:10:52.625Z"},{"query":"Contract renewal extraction for university procurement teams","key":"contract renewal extraction for university procurement teams","category":"Exploration","angle":"A workflow worth investigating","market":{"version":1,"label":"Competitive market","tone":"competitive","reason":"Several direct alternatives are indexed. Recent momentum is not yet established.","direct":9,"adjacent":3,"total":12,"signals":[],"unclassified":0,"signalCount":0,"signalCompanies":0,"coverage":"Multi-angle search","coverageComplete":true,"checkedAt":"2026-11-04T15:00:56.682Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."},"companyCount":12,"reviewedCount":3,"opportunities":["How can automated renewal systems better align with academic fiscal years and grant-specific procurement compliance requirements? Can you integrate these alerts into university-wide budget cycles?","Could specialized extraction tools provide more value by offering cross-institutional benchmarks for common academic software and research equipment contracts? How would this change your negotiation leverage?","What is the user validation for a 'read-only' contract intelligence tool that integrates directly with existing decentralized university departmental purchasing portals? How does this minimize adoption friction compared to replacing current ERP systems?"],"checkedAt":"2026-11-04T15:00:52.915Z"}],"defaultSearch":{"query":"Investment deal making","key":"investment deal making","category":"Finance","angle":"A workflow worth investigating","assessment":"This market includes deal CRMs, transaction workspaces and AI research products. Rogo, Hebbia and established data platforms sit alongside specialists; product fit, API access and security claims still need buyer verification.","opportunities":["Automating the translation of unstructured, multi-format deal documents into structured, cited investment models without human intervention; can your AI achieve error-free extraction for non-standardized CIM formats?","Creating a unified, firm-wide relationship graph that spans internal historical deal data and external market intelligence; how does your platform resolve entity disambiguation when merging multiple data sources?","Enabling proactive deal sourcing by predicting target market exit signals based on real-time hiring and funding patterns; does your platform provide an audit trail for the source of these predictive signals to maintain investment team trust?"],"companies":[{"query":"AI for Finance","name":"Hebbia","domain":"hebbia.com","description":"AI-powered financial intelligence","fit":"direct","readiness":"Enterprise claimed","api":"Unknown","discoveryReadiness":"","discoveryApi":"Public API only with explicit official public developer docs. Integrations alone are not proof. Otherwise Private API, No API stated, Unknown","evidence":"Hebbia is an AI-powered intelligence platform used by over 40% of the largest asset managers to automate multi-document synthesis and due diligence, processing over 1 billion pages of financial documents.","angle":"How does the platform ensure data residency and privacy when reasoning across highly sensitive, proprietary client financial documents?","sources":[{"url":"https://hebbia.com/","kind":"Official website · fresh crawl","title":"Hebbia | AI built for the rigor of finance","excerpt":"Hebbia | AI built for the rigor of finance\n\n## Institutional Intelligence\n\nPurpose-built AI trusted by leading investors, bankers, lawyers, consultants, and Fortune 500 companies.\n\n## Your firm’s knowledge at work\n\nMax\n\nYour new top bucket analyst.\n\nCollaborate with the entire deal team\n\nTurn individual AI work into firm-wide productivity.\n\nProject Vertex\n\nServing as exclusive sell-side advisor to ACME Corp in connection with its sale to Titan Global Capital.\n\n2,987 files\n\nContext for better decisions\n\nDocuments and financial data, all in one place.\n\nMatrix\n\nManage the infinite workforce.\n\n| check | domain Company | description Source Documents | arrow_drop_down_circle Sub-sector | table_chart Financials, Growth & Valuation | edit_document Opportunity Snapshot | table_chart Price Performance | subject Leverage & Balance Sheet | subject Credit Ratings | table_chart Segment Reporting | subject Recent Acquisitions (3Y) | subject Portfolio Actions & Divestitures | table_chart Shareholder Register & Activists | subject Governance, Control & Defences | subject Leadership Changes | subject Strategic Risks & Pressure Points | subject Market Chatter & Deal Reports | arrow_drop_down_circle Acquirer Profile | checklist Origination Scorecard | subject Recommended Pitch Angle |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| 1 check | domain Pinnacle Networks PNI domain Pinnacle Networks PNI | Pinnacle Networks - 10-Q (Jul 30, 2026).pdf Pinnacle Networks - 10-Q (Apr 30, 2026).pdf Pinnacle Networks - DEF 14A (Apr 27, 2026).pdf Pinnacle Networks - Q2 2026 Earnings Call.pdf Pinnacle Networks - Q1 2026 Earnings Call.pdf Pinnacle Networks - Q2 2026 Investor Presentation.pdf Pinnacle Networks - 8-K (Pinnacle Netwo","checkedAt":"2026-10-24T16:11:06.844Z","publishedAt":null},{"url":"https://www.hebbia.com/security","kind":"Official website · fresh crawl","title":"Security","excerpt":"Security\n\n# Move Boldly. Rest Easy.\n\n Hebbia meets the requirements of the world's most secure firms. \n\n## Secure, Compliant, and Verifiable\n\n- 01\n\nNever trained on your data\n\nYour documents, prompts, and outputs are never used to train Hebbia's models or any model provider we work with.\n\n (01) Never trained on your data\n\nYour documents, prompts, and outputs are never used to train Hebbia's models or any model provider we work with.\n- 02\n\nPrivate data stays private\n\nYour data is stored in siloed environments, fully isolated from every other customer, so nothing is ever shared or crossed.\n\n (02) Private data stays private\n\nYour data is stored in siloed environments, fully isolated from every other customer, so nothing is ever shared or crossed.\n- 03\n\nZero-trust access control\n\nHebbia doesn't have direct access to your data. Production access is restricted through just-in-time access management.\n\n (03) Zero-trust access control\n\nHebbia doesn't have direct access to your data. Production access is restricted through just-in-time access management.\n- 04\n\nData processed where you need it\n\nHebbia runs across the US and EU, with regional processing available for storage and inference, and can deploy on a dedicated tenant if needed.\n\n (04) Data processed where you need it\n\nHebbia runs across the US and EU, with regional processing available for storage and inference, and can deploy on a dedicated tenant if needed.\n- 05\n\nFull control\n\nSee exactly who accessed your data, when they accessed it, and what they did, with complete insight into your operations.\n\n (05) Full control\n\nSee exactly who accessed your data, when they accessed it, and what they did, with complete insight into your operations.\n\n## Built for the standards institutional finance requires.\n\nISO/IEC 42001:2023\n\nSOC ","checkedAt":"2026-10-24T16:11:06.844Z","publishedAt":null},{"url":"https://www.hebbia.com/dpa","kind":"Official website · fresh crawl","title":"Data Processing Agreement | Hebbia","excerpt":"Data Processing Agreement\n\n# Hebbia Data Processing Agreement\n\nLast updated: April 27, 2026\n\nThis Data Processing Agreement (\" DPA\") is incorporated into and forms part of the Master Services Agreement (the \" Agreement\") between the entity identified as customer in the signature block to this DPA (\" Customer\") and Hebbia Inc. (\" Hebbia\"). All capitalized terms not defined in this DPA shall have the meaning set forth in the Agreement. For the purpose of this DPA only, and except where the context otherwise requires, the term \"Customer\" will include Customer and its Authorized Affiliates.\n\n1. Definitions\n2. In this DPA, the following terms shall have the following meanings:\" Applicable Data Protection Law\" means all worldwide data protection and privacy laws and regulations applicable to the Processor Data, including, where applicable, EU/UK Data Protection Law and/or US Data Protection Laws.\" Controller\", \" processor\", \" data subject\", \" personal data\" and \" processing\" (and \" process\") shall have the meanings given in EU/UK Data Protection Law. If and to the extent that Applicable Data Protection Laws do not define such terms, then the definitions given in the GDPR will apply.\n3. \" CCPA\" means the California Consumer Privacy Act of 2018, as amended by the California Privacy Rights Act of 2020 (\" CPRA\") and including any further amendments and its implementing regulations that become effective on or after the effective date of this DPA.\n4. \" EU/UK Data Protection Law\" means: (i) Regulation 2016/679 of the European Parliament and of the Council on the protection of natural persons with regard to the Processing of Personal Data and on the free movement of such data (General Data Protection Regulation) (the \" EU GDPR\"); (ii) the EU GDPR as saved into United Kingdom law by v","checkedAt":"2026-10-24T16:11:06.844Z","publishedAt":null},{"url":"https://www.hebbia.com/msa","kind":"Official website · fresh crawl","title":"MSA | Hebbia","excerpt":"MSA\n\n# Main Services Agreement\n\nLast updated: July 23, 2026\n\nThis Main Services Agreement (“ Agreement”) is entered into between Hebbia, Inc. with a place of business at 233 Spring Street, New York, NY (“ Company”) and the customer identified in the Order Form (“ Customer”) as of the effective date set forth in the Order Form (“ Effective Date”). This Agreement sets forth the terms and conditions under which Customer may use the Hebbia Platform and permits Customer to purchase the Hebbia Platform pursuant to Order Forms referencing this Agreement. Each party represents that the person accepting this Agreement has the authority to bind the party to this Agreement.\n\nThe parties agree as follows:\n\n## 1. HEBBIA PLATFORM\n\n1.1. Provision of Hebbia Platform. Customer and Authorized Users may access and use the Hebbia Platform in accordance with this Agreement and the Documentation. Hebbia will provide the Hebbia Platform in accordance with the Service Level Agreement described in Exhibit A (Service Level Agreement).\n\n1.2. Technical Support. Hebbia will provide technical support as described in Exhibit B (Support Terms). Hebbia will not access or use Customer Materials to provide technical support without Customer’s documented consent.\n\n1.3. Information Security. Hebbia will implement and maintain an industry-standard information security program with administrative, physical, and technical safeguards designed to protect the integrity of Customer Materials. Hebbia will also implement and maintain an industry standard written business continuity plan and disaster recovery, which will include a 48-hour Recovery Time Objective (RTO) and a 1 hour Recovery Point Objective (RPO) for the Hebbia Platform. \n\n1.4. Changes. Hebbia may, at its discretion, change or update the Hebbia Platfo","checkedAt":"2026-10-24T16:11:06.844Z","publishedAt":null},{"url":"https://www.hebbia.com/resources/financial-research-platforms","kind":"Exa indexed profile","title":"Top 12 AI Financial Research Platforms for 2026","excerpt":"Top 12 AI Financial Research Platforms for 2026\n\n# Top 12 AI Financial Research Platforms for 2026: The New Leaders in Data Synthesis\n\nResource By Hebbia 08.25.26\n\nLearn the top 12 financial research platforms making a difference across the industry.\n\nWinning used to mean getting an answer before anyone else could. Most research platforms can return a fast answer today, so speed alone no longer gives your team an edge. The real competitive advantage now comes down to whether you can trust that answer enough to act on it and defend it later. \n\nHebbia's own research found that 59% of professionals still manually verify or recreate AI outputs most of the time. This quietly erases the time savings the tools promised.\n\nA platform earns a permanent spot in your workflow only when it stops adding another screen to double-check. This article breaks down today's financial research platforms, the digital ecosystems that aggregate market data and financial filings. The goal is to help you find the ones that deliver answers you can act on without redoing the work yourself.\n\n## Top Financial Research Platforms at a Glance\n\nFirms today choose from a handful of platform categories, each suited to a different part of the workflow:\n\n- AI-powered intelligence platforms: These platforms leverage large language models to transform vast datasets into actionable insights, moving beyond traditional keyword matching to provide contextual discovery and automated document analysis.\n- Institutional terminal standards: The legacy heavyweights that provide the bedrock of real-time market data, global news, and cross-asset class analytics. \n- Deep fundamental and transactional intelligence: Specialized platforms focused on granular company data, private markets, and long-term historical analysis. \n-","publishedAt":"2026-08-25T00:00:00.000Z"},{"url":"https://www.hebbia.com/","kind":"Exa indexed profile","title":"Hebbia | AI built for the rigor of finance","excerpt":"Hebbia | AI built for the rigor of finance\n\n## Institutional Intelligence\n\nPurpose-built AI trusted by leading investors, bankers, lawyers, consultants, and Fortune 500 companies.\n\n## Your firm’s knowledge at work\n\nMax\n\nYour new top bucket analyst.\n\nCollaborate with the entire deal team\n\nTurn individual AI work into firm-wide productivity.\n\nProject Vertex\n\nServing as exclusive sell-side advisor to ACME Corp in connection with its sale to Titan Global Capital.\n\n2,987 files\n\nContext for better decisions\n\nDocuments and financial data, all in one place.\n\nMatrix\n\nManage the infinite workforce.\n\n| check | domain Company | description Source Documents | arrow_drop_down_circle Sub-sector | table_chart Financials, Growth & Valuation | edit_document Opportunity Snapshot | table_chart Price Performance | subject Leverage & Balance Sheet | subject Credit Ratings | table_chart Segment Reporting | subject Recent Acquisitions (3Y) | subject Portfolio Actions & Divestitures | table_chart Shareholder Register & Activists | subject Governance, Control & Defences | subject Leadership Changes | subject Strategic Risks & Pressure Points | subject Market Chatter & Deal Reports | arrow_drop_down_circle Acquirer Profile | checklist Origination Scorecard | subject Recommended Pitch Angle |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| 1 check | domain Pinnacle Networks PNI domain Pinnacle Networks PNI | Pinnacle Networks - 10-Q (Jul 30, 2026).pdf Pinnacle Networks - 10-Q (Apr 30, 2026).pdf Pinnacle Networks - DEF 14A (Apr 27, 2026).pdf Pinnacle Networks - Q2 2026 Earnings Call.pdf Pinnacle Networks - Q1 2026 Earnings Call.pdf Pinnacle Networks - Q2 2026 Investor Presentation.pdf Pinnacle Networks - 8-K (Pinnacle Netwo","publishedAt":null}],"citations":[{"url":"https://www.hebbia.com/resources/financial-research-platforms","field":"angle","title":"Top 12 AI Financial Research Platforms for 2026","confidence":"high"},{"url":"https://www.hebbia.com/","field":"angle","title":"Hebbia | AI built for the rigor of finance","confidence":"high"},{"url":"https://www.hebbia.com/resources/financial-research-platforms","field":"api","title":"Top 12 AI Financial Research Platforms for 2026","confidence":"high"},{"url":"https://www.hebbia.com/resources/financial-research-platforms","field":"description","title":"Top 12 AI Financial Research Platforms for 2026","confidence":"high"},{"url":"https://www.hebbia.com/","field":"description","title":"Hebbia | AI built for the rigor of finance","confidence":"high"},{"url":"https://www.hebbia.com/","field":"domain","title":"Hebbia | AI built for the rigor of finance","confidence":"high"},{"url":"https://www.hebbia.com/resources/financial-research-platforms","field":"evidence","title":"Top 12 AI Financial Research Platforms for 2026","confidence":"high"},{"url":"https://www.hebbia.com/","field":"evidence","title":"Hebbia | AI built for the rigor of finance","confidence":"high"},{"url":"https://www.hebbia.com/resources/financial-research-platforms","field":"fit","title":"Top 12 AI Financial Research Platforms for 2026","confidence":"high"},{"url":"https://www.hebbia.com/resources/financial-research-platforms","field":"name","title":"Top 12 AI Financial Research Platforms for 2026","confidence":"high"},{"url":"https://www.hebbia.com/","field":"name","title":"Hebbia | AI built for the rigor of finance","confidence":"high"}],"metrics":[{"kind":"Exa estimate","label":"Team size","value":"191 people"},{"kind":"Exa indexed profile","label":"Founded","value":"2020"},{"kind":"Exa estimate","label":"Total funding","value":"$161M"},{"kind":"Company claim","label":"Published metric","value":"Purpose-built AI trusted by leading investors, bankers, lawyers, consultants, and Fortune 500 companies"},{"kind":"Company claim","label":"Published metric","value":"LTM Jun 30, 2025 Revenue growth (NTM consensus)+12.3% NTM Jul '26–Jun '27; Capital IQ Estimates EBITDA (LTM)$21,992M LTM Jun 30, 2026; FactSet std"},{"kind":"Company claim","label":"Published metric","value":"EBITDA margin (LTM) 62.6% LTM Jun 30, 2026 EPS (NTM consensus)$21.26 NTM Jul '26–Jun '27; Capital IQ Estimates Market cap$498.7B Last close, CapIQ Enterprise value$511.6B Last close TEV, CapIQ EV/Reve"}],"checkedAt":"2026-10-24T16:11:06.844Z","freshness":"Live website check","rank":0,"confidence":"High","refreshStatus":"Refreshed","assessment":{"rubric":"Software","tested":false,"quality":"Not independently tested","summary":"Public pages can document claims, but cannot establish that controls work or that the product performs well in your environment.","verdict":"Insufficient enterprise evidence","version":3,"coverage":{"total":7,"verified":0,"published":1},"takeaway":"Public information covers reliability & support. Still unresolved: security assurance, sso & provisioning, access controls.","checkedAt":"2026-10-24T16:11:06.844Z","nextSteps":["Request the current audit report, scope, exceptions and expiry; confirm the vendor entity.","Test SSO enforcement, user removal and privileged-account recovery.","Test least-privilege roles and cross-tenant access with separate test accounts."],"dimensions":[{"id":"assurance","label":"Security assurance","status":"Mixed claims — review","cautions":[{"url":"https://www.hebbia.com/security","excerpt":"ISO 27001:2022","checkedAt":"2026-10-24T16:11:06.844Z"}],"evidence":[{"url":"https://www.hebbia.com/security","excerpt":"SOC 2 Type 2","checkedAt":"2026-10-24T16:11:06.844Z"}],"nextStep":"Request the current audit report, scope, exceptions and expiry; confirm the vendor entity."},{"id":"identity","label":"SSO & provisioning","status":"Not found","cautions":[],"evidence":[],"nextStep":"Test SSO enforcement, user removal and privileged-account recovery."},{"id":"permissions","label":"Access controls","status":"Not found","cautions":[],"evidence":[],"nextStep":"Test least-privilege roles and cross-tenant access with separate test accounts."},{"id":"audit","label":"Auditability","status":"Not found","cautions":[],"evidence":[],"nextStep":"Verify administrative and data-access events, retention and export."},{"id":"privacy","label":"Data handling","status":"Mixed claims — review","cautions":[{"url":"https://www.hebbia.com/dpa","excerpt":"All capitalized terms not defined in this DPA shall have the meaning set forth in the Agreement.","checkedAt":"2026-10-24T16:11:06.844Z"},{"url":"https://www.hebbia.com/dpa","excerpt":"Hebbia shall process Processor Data for the purposes described in Annex I of this DPA as necessary to perform its obligations under the Agreement and strictly in accordance with the documented instructions of Customer (the \" Permitted Purpose\"), except where otherwise required by law(s) that are not incompatible with applicable Data Protection Law.","checkedAt":"2026-10-24T16:11:06.844Z"}],"evidence":[{"url":"https://www.hebbia.com/dpa","excerpt":"Data Processing Agreement","checkedAt":"2026-10-24T16:11:06.844Z"},{"url":"https://www.hebbia.com/dpa","excerpt":"# Hebbia Data Processing Agreement","checkedAt":"2026-10-24T16:11:06.844Z"}],"nextStep":"Review DPA, subprocessors, retention, deletion, residency and AI training use."},{"id":"reliability","label":"Reliability & support","status":"Company-published","cautions":[],"evidence":[{"url":"https://www.hebbia.com/msa","excerpt":"Hebbia will provide the Hebbia Platform in accordance with the Service Level Agreement described in Exhibit A (Service Level Agreement).","checkedAt":"2026-10-24T16:11:06.844Z"},{"url":"https://www.hebbia.com/msa","excerpt":"Hebbia will also implement and maintain an industry standard written business continuity plan and disaster recovery, which will include a 48-hour Recovery Time Objective (RTO) and a 1 hour Recovery Point Objective (RPO) for the Hebbia Platform.","checkedAt":"2026-10-24T16:11:06.844Z"}],"nextStep":"Request SLA, incident history, recovery targets and support escalation terms."},{"id":"outcomes","label":"Product effectiveness","status":"Not found","cautions":[],"evidence":[],"nextStep":"Run a representative pilot against your current workflow; measure errors, missed cases, time saved and human review cost."}],"sourceCount":4},"enterpriseEvidence":["SOC 2 Type 2"],"readinessCheckedAt":"2026-10-24T16:11:06.844Z","apiEvidence":[],"apiCheckedAt":"2026-10-24T16:10:52.625Z","apiDocs":null},{"name":"Rogo","domain":"rogo.com","description":"Financial research and deal workflows","fit":"direct","evidence":"Rogo publishes financial research, diligence and deal-room workflows for financial institutions.","angle":"Evaluate citation accuracy and permission boundaries on your own deal documents.","query":"Investment deal making","metrics":[{"label":"Published metric","value":"Rogo | Our $160M Series D and the Road Ahead","kind":"Company claim"},{"label":"Published metric","value":"# Our $160M Series D and the Road Ahead","kind":"Company claim"},{"label":"Published metric","value":"Announcing $160M in new financing, led by Kleiner Perkins, with participation from Sequoia, Thrive Capital, Khosla Ventures, J.P","kind":"Company claim"}],"sources":[{"url":"https://rogo.com/","title":"Rogo | AI for the most ambitious firms in finance","kind":"Official website · fresh crawl","excerpt":"Rogo | AI for the most ambitious firms in finance\n\n# Built for Finance\n\nRogo is the trusted AI partner helping the world's leading financial institutions increase efficiency and drive smarter decisions.\n\nTrusted by 450+ of the leading firms in finance\n\n- ### Accelerate your output\n\nExecute end-to-end financial workflows using hundreds of purpose-built financial agents\n- Reviewing Atlas LBO Model.xlsx\n\nChecking relationship notes for Project Harbor\n\nUpdating Aster Health opportunity stage\n\nReading the Cedar Capital investment memo\n\nRefreshing public comps for Northstar\n\nFinding precedent deals for Project Redwood\n\n### Unify your data in one place\n\nSecure connections across your firm's systems, data, and knowledge.\n- People Companies Deals Memory\n\nName Company Deals Modified\n\nD Daniel Okafor SpaceX Project Alder+3 2h ago\n\nP Priya Raman NVIDIA Project Meridian+1 3h ago\n\nM Marcus Hale Amazon Project Atlas+2 5h ago\n\nS Sofia Brennan CoreWeave Project Graphite 1d ago\n\nT Theo Lindqvist Broadcom Project Copper 1d ago\n\nN Nina Castell Vertiv Project Harbor 2d ago\n\nE Elena Park Tesla Project Keystone 3d ago\n\nJ Julian Mercer Oracle Project Lattice 4d ago\n\nSearching previous deals\n\n### Build context that compounds\n\nTurn individual preferences, relationships, and knowledge into governed intelligence the entire firm can use.\n- Credit usage by project\n\n400k 300k 200k 100k 50k 0 Sep 21 Sep 22 Sep 23 Sep 24 Sep 25\n\nProject Atlas Project Midas Project Titan Project Meridian\n\n### Deploy with confidence\n\nScale AI across your firm with security and controls built for the demands of financial institutions\n\nChecking relationship notes for Project Harbor\n\nUpdating Aster Health opportunity stage\n\nReading the Cedar Capital investment memo\n\nRefreshing public comps for Northstar\n\nFinding precedent d","publishedAt":null,"checkedAt":"2026-10-16T03:27:53.949Z"},{"url":"https://rogo.com/security","title":"Rogo | Security","kind":"Official website · fresh crawl","excerpt":"Rogo | Security\n\n# Security built for institutional finance\n\nRogo secures your data, models, and knowledge with enterprise-grade security and compliance.\n\nWe never use your private data to train or update our models.\n\n### Private data stays private\n\nData is stored in siloed environments, isolated from other customer data.\n\n### Full data visibility\n\nControl data access and usage with full insight into your operations.\n\n### Modern & secure data practices\n\nRogo employs zero-trust, least privilege, and strong authentication.\n\n### Encrypted everywhere\n\nRogo user data is securely managed across storage and networks.\n\n### Audited & tested\n\nRogo undergoes regular audits and tests for vulnerabilities by third-party specialists.\n\nSOC 2 Type II ISO 27001 GDPR CCPA ISO 42001 EU AI Act\n\n### Phil Venables\n\nEx-CISO of Goldman Sachs & Google cloud platform. Longest tenured CISO on Wall Street.\n\n### Peter Keenan\n\nCISO at Lazard. Former Head of Information Risk at Citi.\n\n### Tsvi Gal\n\nCTO of Memorial Sloan Kettering. Former CTO of Morgan Stanley & Bridgewater.\n\n### Israel Bryski\n\nEx-CISO at MIO Partners (McKinsey Investment Office).\n\n### Christian Gorke\n\nCISO & Head of ICT Risk Office at Deutsche Börse Group\n\n### Peter Taylor\n\nEMEA CISO at Morgan Stanley\n\nWe’re proud to announce the formation of our Security Advisory Board. The Board consists of distinguished security leaders across finance who bring a collective 100+ years in CISO experience. Their expertise will help us set the industry standard for secure AI deployment – both at scale and in the most rigorous of environments.\n\nAs we've undergone deployments with a number of the largest and most sophisticated financial institutions in the world, we’ve uncovered a lack of standardization around implementing secure, resilient and complia","publishedAt":null,"checkedAt":"2026-10-16T03:27:53.949Z"},{"url":"https://rogo.com/blog/deal-room","title":"Rogo Deal Room: The Future of Dealmaking","kind":"Official website · fresh crawl","excerpt":"Rogo Deal Room: The Future of Dealmaking\n\n# Rogo Deal Room: The Future of Dealmaking\n\nAug 6, 2026\n\nFifty years ago, deals were built around a room. Partners gathered to debate opportunities, negotiate terms, and make decisions. Their teams assembled everything they needed, financials, diligence, legal documents, and market context, so those conversations could happen with confidence. The work was intensive, but the center of gravity was always the discussion itself.\n\nThen dealmaking changed. Transactions became larger, faster, and more complex. Virtual data rooms, CRMs, email, models, presentations, and countless point solutions fragmented how deals were run. Every new development created work across dozens of systems, leaving teams to coordinate logins, documents, approvals, and status updates instead of focusing on the decisions that matter. The room where judgment was built slowly disappeared beneath process.\n\nToday, the opportunity is not simply to automate individual tasks. It is to bring dealmakers back to that room.\n\nRogo Deal Room is the operational layer for modern transactions. It connects the systems already used across M&A, capital raises, and investing, giving every deal a single governed home. As new information arrives, agents coordinate the downstream work automatically: updating models, preparing diligence responses, refreshing presentations, notifying stakeholders, and advancing workflows across the transaction. Humans stay focused on judgment. Agents handle execution.\n\nBecause every action runs through the Deal Room, firms gain more than efficiency. They build an institutional memory of how great decisions are made. Every negotiation, diligence process, investment debate, and outcome becomes part of a growing knowledge base that makes the next transac","publishedAt":"2026-08-06T00:00:00.000Z","checkedAt":"2026-10-16T03:27:53.949Z"},{"url":"https://rogo.com/blog/series-d","title":"Rogo | Our $160M Series D and the Road Ahead","kind":"Official website · fresh crawl","excerpt":"Rogo | Our $160M Series D and the Road Ahead\n\n# Our $160M Series D and the Road Ahead\n\nAnnouncing $160M in new financing, led by Kleiner Perkins, with participation from Sequoia, Thrive Capital, Khosla Ventures, J.P. Morgan Growth Equity Partners, BoxGroup, Mantis VC, Jack Altman, Evantic and Positive Sum. \n\nGabe Stengel Apr 29, 2026\n\nToday we’re announcing $160M in new financing, led by Kleiner Perkins, with participation from Sequoia, Thrive Capital, Khosla Ventures, J.P. Morgan Growth Equity Partners, BoxGroup, Mantis VC, Jack Altman, Evantic and Positive Sum.\n\nRogo is now deployed across many of the world’s top investment banks, asset managers, and private equity firms. We’re grateful for the partnership of these clients and we know the hard work of truly transforming high finance is still in front of us.\n\nWhat comes next\n\nFinance runs on judgment, relationships, and insight. Over the last few decades, it’s also become an industry where some of the best people spend their time assembling decks and rebuilding models instead of talking to clients. AI changes that. It democratizes access to high finance, gives bankers their time back to do higher-leverage work, and helps our partners transform into the institutions they want to be.\n\nThis capital lets us push further on every front: deeper integrations, more forward-deployed bankers and engineers embedded within the firms we serve, and continued expansion across EMEA and Asia.\n\nThank you to our clients, our team, and our investors.\n\nWe’re hiring.","publishedAt":"2026-04-29T00:00:00.000Z","checkedAt":"2026-10-16T03:27:53.949Z"}],"api":"Unknown","readiness":"Enterprise claimed","assessment":{"rubric":"Software","takeaway":"Public information covers security assurance. Still unresolved: sso & provisioning, access controls, auditability.","version":3,"checkedAt":"2026-10-16T03:27:53.949Z","sourceCount":4,"coverage":{"published":1,"total":7,"verified":0},"verdict":"Insufficient enterprise evidence","summary":"Public pages can document claims, but cannot establish that controls work or that the product performs well in your environment.","dimensions":[{"id":"assurance","label":"Security assurance","status":"Company-published","evidence":[{"url":"https://rogo.com/security","excerpt":"SOC 2 Type II ISO 27001 GDPR CCPA ISO 42001 EU AI Act","checkedAt":"2026-10-16T03:27:53.949Z"}],"cautions":[],"nextStep":"Request the current audit report, scope, exceptions and expiry; confirm the vendor entity."},{"id":"identity","label":"SSO & provisioning","status":"Not found","evidence":[],"cautions":[],"nextStep":"Test SSO enforcement, user removal and privileged-account recovery."},{"id":"permissions","label":"Access controls","status":"Not found","evidence":[],"cautions":[],"nextStep":"Test least-privilege roles and cross-tenant access with separate test accounts."},{"id":"audit","label":"Auditability","status":"Not found","evidence":[],"cautions":[],"nextStep":"Verify administrative and data-access events, retention and export."},{"id":"privacy","label":"Data handling","status":"Not found","evidence":[],"cautions":[],"nextStep":"Review DPA, subprocessors, retention, deletion, residency and AI training use."},{"id":"reliability","label":"Reliability & support","status":"Not found","evidence":[],"cautions":[],"nextStep":"Request SLA, incident history, recovery targets and support escalation terms."},{"id":"outcomes","label":"Product effectiveness","status":"Not found","evidence":[],"cautions":[],"nextStep":"Run a representative pilot against your current workflow; measure errors, missed cases, time saved and human review cost."}],"tested":false,"quality":"Not independently tested","nextSteps":["Test SSO enforcement, user removal and privileged-account recovery.","Test least-privilege roles and cross-tenant access with separate test accounts.","Verify administrative and data-access events, retention and export."]},"enterpriseEvidence":["SOC 2 Type II ISO 27001 GDPR CCPA ISO 42001 EU AI Act"],"readinessCheckedAt":"2026-10-16T03:27:53.949Z","apiEvidence":[],"apiDocs":null,"checkedAt":"2026-10-16T03:27:53.949Z","freshness":"Live website check","refreshStatus":"Refreshed","confidence":"High","rank":1},{"query":"Investment deal making","name":"Intapp DealCloud","domain":"intapp.com","description":"Relationship intelligence CRM","fit":"direct","readiness":"Enterprise claimed","api":"API mentioned","discoveryReadiness":"","discoveryApi":"Public API with official developer docs","evidence":"Used by Riverside Company for pipeline management; integrates via APIs with third-party platforms.","angle":"Can the platform's relationship intelligence features be fully automated across disparate external data sources without manual intervention?","sources":[{"url":"https://intapp.com/","title":"Intelligence Applied","kind":"Official website · fresh crawl","excerpt":"Intelligence Applied\n\n# Intelligence Applied\n\nJoin 'Firm AI for the business of law' to see AI that runs growth, risk, and profitability.\n\n## Firm AI - agents that run the business of professional firms.\n\nPurpose-built for regulated industries, Intapp helps partners, dealmakers, and advisors win new business, manage risk, and drive profitability.\n\n### Meet Celeste\n\nIntapp Celeste is the expert AI coworker you’ve been waiting for. Grounded in your firm’s knowledge. Governed by your compliance rules. Built for the business of professional firms.\n\n## Discover the future of Firm AI for the business of law\n\nOn November 10, see how Intapp Celeste brings Firm AI to life as the operating layer for professional firms.\n\n## Explore the next era of AI innovation\n\nSee the Firm AI broadcast on demand\n\n \n\n## The Firm AI blueprint\n\nMost AI makes individuals faster. Firm AI makes firms stronger. Read the definitive guide from Intapp’s CEO and CPO to find out how.\n\n## Trusted by the world's leading professional firms\n\n 1,400+ \n\n $50k+ ARR clients \n\n 97 \n\n of the Am Law 100 \n\n 1.7k+ \n\n private capital, investment banking, and real assets firms \n\n 17 \n\n of the top 20 accounting firms \n\n### Maximize profit. Optimize utilization. Automate compliance. \n\n### Expand services within your existing clients. \n\nAI analyzes engagement and service patterns to identify cross-service and advisory opportunities across your book of business. \n\n### Streamline client acceptance.\n\nCentralized risk data and automated workflows cut acceptance time without compromising due diligence. \n\n### Stay independent and compliant. \n\nAutomated conflict detection flags independence issues across your firm — before they put engagements at risk.\n\n### Identify conflicts early.\n\nContinuous monitoring detects emerging conflicts","publishedAt":null,"checkedAt":"2026-10-16T03:23:39.281Z"},{"url":"https://www.intapp.com/cloud/security/stewardship/iam/","title":"Identity and access management","kind":"Official website · fresh crawl","excerpt":"Identity and access management \n\n# Identity and access management \n\nIdentity and access management\n\n## Security made simple\n\n Cloud infrastructure \n\n Cloud security \n\n Cloud monitoring \n\n Cloud compliance \n\n Cloud policies \n\n Cloud system status \n\nYour employees, contractors, and lateral hires all need to be able to quickly access firm and client data from across your systems. But how do you ensure that this information is secure, and that only certain people can access certain data?\n\nWith Intapp’s identity and access management (IAM) capabilities, your firm can define, manage, and enforce user-access policies within our products and other integrated systems — ensuring robust security and compliance. Intapp also lets end users log into these applications easier through single sign-on (SSO), simplifying the user experience.\n\n### Flexible access management\n\nAdministrators can easily define and manage both standard and custom roles and privileges, and grant default permissions to groups or individual users.\n\n### Robust access control\n\nEnsure only authorized individuals can access sensitive information with role-based permissions and extensive user authentication methods. Firms can further enhance security and compliance by customizing password controls to meet their specific business needs.\n\n### Single sign-on (SSO)\n\nIntapp SSO supports SAML 2.0 providers, including industry leaders like Okta and Microsoft Entra ID. End users can easily log into Intapp products and other integrated systems with a single strong password — saving them time and optimizing their workflow. Firms can also easily revoke access to these systems when an employee leaves the firm.\n\nPlease note that clients who purchase multiple Intapp products must configure SSO in multiple places.\n\n## Comprehensive ","publishedAt":null,"checkedAt":"2026-10-16T03:23:39.281Z"},{"url":"https://www.intapp.com/dpa/","title":"Intapp Data Processing Addendum","kind":"Official website · fresh crawl","excerpt":"Intapp Data Processing Addendum\n\n## Intapp Data Processing Addendum\n\n##### Effective: November 1, 2025 — Present | View prior versions\n\nTo access DPA versions prior to v11, please contact contractsops@intapp.com\n\n## Prior versions\n\n- #### Intapp Technical and Organizational Measures\n\n##### (Effective: April 4, 2022 — )\n- #### Intapp Data Processing Addendum v15\n\n##### (Effective: April 10, 2025 — October 31, 2025)\n- #### Intapp Data Processing Addendum v14\n\n##### (Effective: March 8, 2024 — April 10, 2025)\n- #### Intapp Data Processing Addendum v13.1\n\n##### (Effective: February 1, 2023 — March 7, 2024)\n- #### Intapp Data Processing Addendum v12\n\n##### (Effective: December 1, 2021 — February 1, 2023)\n- #### Intapp Data Processing Addendum v11\n\n##### (Effective: November 9, 2020 — December 1, 2021)\n- #### 2021 SCCs – Appendix 4 (Processor to Controller)\n\n##### (Effective: April 4, 2022 — )\n- #### 2021 SCCs – Appendix 2 (Controller to Processor)\n\n##### (Effective: April 4, 2022 — )","publishedAt":null,"checkedAt":"2026-10-16T03:23:39.281Z"},{"url":"https://www.intapp.com/cloud/monitoring/","title":"Cloud Monitoring","kind":"Official website · fresh crawl","excerpt":"Cloud Monitoring\n\n# Cloud Monitoring\n\nCloud monitoring\n\n## Built for visibility. Engineered for trust.\n\n Cloud infrastructure \n\n Cloud security \n\n Cloud monitoring \n\n Cloud compliance \n\n Cloud policies \n\n Cloud system status \n\nStay resilient, informed, and audit-ready with real-time cloud monitoring\n\nIntapp’s cloud monitoring architecture provides real-time insights into the health, performance, and security of Intapp’s cloud infrastructure. Designed to support system integrity and regulatory compliance, it spans infrastructure, application, and security layers — ensuring resilient service delivery and full operational transparency.\n\nIt’s how we stay a step ahead of issues, maintain your trust, and deliver the exceptional reliability your business demands.\n\n## Achieve maximum uptime, data protection, and peace of mind\n\n#### Ensure operational resilience \n\nWe detect and resolve performance issues before they impact your users.\n\n#### Address security concerns \n\nWe monitor and respond to threats, misconfigurations, and policy violations in real time.\n\n#### Support regulatory compliance \n\nOur controls align with SOC 2 Type 2 and ISAE 3000, with full audit traceability.\n\n#### Gain complete transparency \n\nWe provide you with real-time visibility into system status via a public dashboard.\n\n#### Service availability and performance monitoring\n\nUptime, response times, database load, CPU, and network throughput are monitored continuously so anomalies and performance degradation are detected early.\n\n#### Health checks\n\nAutomated probes validate the operational status of all cloud infrastructure services and their dependencies.\n\n#### Synthetic transaction monitoring\n\nUser interactions are simulated at regular intervals to verify the availability and responsiveness of critical workf","publishedAt":null,"checkedAt":"2026-10-16T03:23:39.281Z"},{"url":"https://www.intapp.com/cloud/security/stewardship/","title":"Client data stewardship","kind":"Official website · fresh crawl","excerpt":"Client data stewardship\n\n# Client data stewardship\n\nClient data stewardship\n\n## Secure data sovereignty and control\n\n Cloud infrastructure \n\n Cloud security \n\n Cloud monitoring \n\n Cloud compliance \n\n Cloud policies \n\n Cloud system status \n\nAt Intapp, the industries we serve handle highly confidential client data. We’ve implemented rigorous data security measures and processes to safeguard our client firms’ information.\n\nThrough our data stewardship practices, we protect data integrity, mitigate risks, and uphold the highest standards of data privacy and accountability. Learn how we manage your data and help you control user access to your firm’s information.\n\n## How we help you achieve data security\n\n Client data management \n\nWe ensure that you maintain full data sovereignty and control of your clients’ sensitive information. Through robust governance protocols, we provide complete transparency into how data is acquired, stored, and utilized. This allows you to harness your data’s value while upholding the highest standards of privacy and security.\n\n Identity and access management \n\nWe offer uncompromising security through industry-leading encryption protocols, granular access controls, and regular penetration testing to identify and fortify any vulnerability. Built on Microsoft Azure, our identity management system provides a comprehensive safeguard for your firm’s most sensitive data and systems.\n\n### What data encryption methods do you use to protect client data at rest and in transit?\n\nAll data in transit for external communications is HTTPS traffic encrypted using TLS 1.2 or better. Traffic inside our virtual private cloud (VPC) is encrypted based on the service-specific protocols.\n\n### How do you control and monitor access to client data? What access controls and ","publishedAt":"2024-08-06T00:00:00.000Z","checkedAt":"2026-10-16T03:23:39.281Z"},{"url":"https://www.intapp.com/trust/","title":"Trust and security","kind":"Official website · fresh crawl","excerpt":"Trust and security\n\n## Compliance and data protection at Intapp\n\nRegulatory compliance shapes how Intapp operates. Companywide policies, procedures, and certifications protect client data under privacy and other relevant regulations.\n\nOur program pairs policies and contractual commitments with independent certifications, subprocessor transparency, and AI transparency — giving clients and prospects visibility into how Intapp protects client data and uses AI responsibly.\n\n## Certifications\n\n### Data Privacy Framework\n\nData Privacy Framework certification, overseen by the U.S. Department of Commerce, provides a recognized mechanism for transferring personal data from the EU, U.K., and Switzerland to the United States.\n\n### Global PRP\n\nGlobal Privacy Recognition for Processors certification, administered by the Global Cross-Border Privacy Rules Forum, demonstrates a processor’s capacity to handle personal information consistent with the requirements clients hold as data controllers under the Global CBPR System.\n\nPlease see Certified Organizations – Global CBPR Forum (Intapp is listed under its legal entity name, Integration Appliance, Inc.).\n\n### ISO 27701 (PIMS)\n\nInformation on Intapp’s ISO/IEC 27701 (PIMS) certification is available on our Cloud compliance page.\n\n#### AI transparency\n\nIntapp’s AI transparency statement gives clients and prospects an overview of how AI is used across Intapp products, supporting compliance with the EU AI Act.\n\n#### DORA\n\nClients subject to the EU’s Digital Operational Resilience Act (DORA) can find information on Intapp’s Critical Subcontractors — the subcontractors that effectively underpin the relevant Intapp product or service — below.\n\n#### Subprocessor management\n\nEvery subprocessor that supports Intapp’s products and services is asses","publishedAt":null,"checkedAt":"2026-10-16T03:23:39.281Z"},{"url":"https://www.intapp.com/cloud/compliance/","title":"Cloud compliance","kind":"Official website · fresh crawl","excerpt":"Cloud compliance\n\n# Cloud compliance\n\nCloud compliance\n\n## Satisfy compliance requirements around the world\n\n Cloud infrastructure \n\n Cloud security \n\n Cloud monitoring \n\n Cloud compliance \n\n Cloud policies \n\n### Safeguard your data and reputation\n\nAt Intapp, we prioritize cloud compliance as vital for your firm’s security and client data protection. Our adherence to stringent regulations ensures data integrity, privacy, and security. By achieving comprehensive cloud compliance, we shield your operations from fines, legal issues, and reputational damage, solidifying our commitment to being your trusted cloud partner.\n\n## Certifications\n\nSecurity compliance certifications are vital for enforcing strong information security measures and proving adherence to industry standards. By being certified, we show our dedication to robust security protocols, data protection, and risk management.\n\n## ISO 27001, 27017, 27018 and 27701 certified\n\nThe International Organization for Standardization 27001 Standard (ISO 27001) is an information security standard that ensures office sites, development centers, support centers and data centers are securely managed.\n\nISO 27017 provides guidance on the information security aspects of cloud computing, recommending the implementation of cloud-specific information security controls that supplement the guidance of the ISO 27002 and ISO 27001 standards.\n\nThe International Organization for Standardization 27018 Standard (ISO 27018) covers privacy protections for the processing of personal information by cloud service providers.\n\nA privacy extension to ISO outlines a framework for personally identifiable information (PII) controllers and PII processors to manage privacy controls to reduce risks to individuals’ privacy rights.\n\n## CSA STAR certified\n","publishedAt":"2023-12-19T00:00:00.000Z","checkedAt":"2026-10-16T03:23:39.281Z"},{"url":"https://www.intapp.com/cloud/security/","title":"Cloud security","kind":"Official website · fresh crawl","excerpt":"Cloud security\n\n# Cloud security\n\nCloud security\n\n## Protect your firm with enterprise-grade security\n\n Cloud infrastructure \n\n Cloud security \n\n Cloud monitoring \n\n Cloud compliance \n\n Cloud policies \n\n Cloud system status \n\n### Secure your cloud journey\n\nIntapp’s cloud security protects clients’ cloud-hosted data, software, and infrastructure from threats and vulnerabilities. It encompasses measures such as encryption, access controls, network security measures, and compliance with industry standards and regulations.\n\nAt Intapp, we hold cloud security as a core tenet, recognizing our crucial responsibility in preserving data privacy, ensuring business continuity, and mitigating risks for the firms we serve. Our commitment to cloud security underscores our dedication to providing a secure and trusted cloud infrastructure for our clients to securely and confidently leverage the benefits of cloud computing.\n\n## Our cloud security prioritizes data protection, system resilience, and rigorous protocols\n\n Client data stewardship \n\nProper management and protection of client data are fundamental to our security practices. This data stewardship is part of how we earn trust with your firm and protect the confidential data you’re entrusted with.\n\n High-availability architecture \n\nTo meet the specific service availability needs of our clients, we created a high-availability architecture for Intapp Cloud Infrastructure. We address a variety of reasons for downtime and accelerate system recovery should any downtime occur.\n\n Industry-leading processes \n\nTo ensure accordance with industry-leading practices, Intapp Cloud Infrastructure complies with multiple internationally recognized standards. Our security programs span the entire product stack, including software development and clo","publishedAt":null,"checkedAt":"2026-10-16T03:23:39.281Z"}],"citations":[{"url":"https://www.intapp.com/case-study/the-riverside-company/","title":"How The Riverside Company simplifies operations with Intapp DealCloud","field":"angle","confidence":"high"},{"url":"https://www.pyramyd.ai/roles","title":"Roles · PYRAMYD","field":"angle","confidence":"high"},{"url":"https://www.intapp.com/case-study/the-riverside-company/","title":"How The Riverside Company simplifies operations with Intapp DealCloud","field":"api","confidence":"high"},{"url":"https://www.pyramyd.ai/roles","title":"Roles · PYRAMYD","field":"api","confidence":"high"},{"url":"https://www.intapp.com/case-study/the-riverside-company/","title":"How The Riverside Company simplifies operations with Intapp DealCloud","field":"description","confidence":"high"},{"url":"https://www.hebbia.com/resources/m-a-software-and-tools","title":"11 Best M&A Workflow Platforms for Investors [2026] | Hebbia","field":"description","confidence":"high"},{"url":"https://www.intapp.com/case-study/the-riverside-company/","title":"How The Riverside Company simplifies operations with Intapp DealCloud","field":"domain","confidence":"high"},{"url":"https://www.intapp.com/case-study/the-riverside-company/","title":"How The Riverside Company simplifies operations with Intapp DealCloud","field":"evidence","confidence":"high"},{"url":"https://www.hebbia.com/resources/m-a-software-and-tools","title":"11 Best M&A Workflow Platforms for Investors [2026] | Hebbia","field":"evidence","confidence":"high"},{"url":"https://www.affinity.co/blog/deal-sourcing-meaning-process-strategies-tools","title":"Deal Sourcing: Process, Strategies & Best Practices [2026]","field":"fit","confidence":"high"},{"url":"https://www.hebbia.com/resources/m-a-software-and-tools","title":"11 Best M&A Workflow Platforms for Investors [2026] | Hebbia","field":"fit","confidence":"high"},{"url":"https://www.intapp.com/case-study/the-riverside-company/","title":"How The Riverside Company simplifies operations with Intapp DealCloud","field":"name","confidence":"high"},{"url":"https://www.hebbia.com/resources/m-a-software-and-tools","title":"11 Best M&A Workflow Platforms for Investors [2026] | Hebbia","field":"name","confidence":"high"}],"metrics":[{"label":"Published metric","value":"$50k+ ARR clients","kind":"Company claim"},{"label":"Published metric","value":"35–40% faster prebill review","kind":"Company claim"},{"label":"Published metric","value":"~50% faster draft invoice review time","kind":"Company claim"}],"checkedAt":"2026-10-16T03:23:39.281Z","freshness":"Live website check","rank":2,"confidence":"High","refreshStatus":"Refreshed","assessment":{"rubric":"Software","takeaway":"Public information covers sso & provisioning, auditability, data handling. Still unresolved: security assurance, access controls, product effectiveness.","version":3,"checkedAt":"2026-10-16T03:23:39.281Z","sourceCount":8,"coverage":{"published":4,"total":7,"verified":0},"verdict":"Procurement review needed","summary":"Public pages can document claims, but cannot establish that controls work or that the product performs well in your environment.","dimensions":[{"id":"assurance","label":"Security assurance","status":"Mixed claims — review","evidence":[{"url":"https://www.intapp.com/cloud/monitoring/","excerpt":"Our controls align with SOC 2 Type 2 and ISAE 3000, with full audit traceability.","checkedAt":"2026-10-16T03:23:39.281Z"},{"url":"https://www.intapp.com/cloud/monitoring/","excerpt":"#### SOC 2 Type 2 and ISAE 3000 controls","checkedAt":"2026-10-16T03:23:39.281Z"}],"cautions":[{"url":"https://www.intapp.com/cloud/compliance/","excerpt":"The International Organization for Standardization 27001 Standard (ISO 27001) is an information security standard that ensures office sites, development centers, support centers and data centers are securely managed.","checkedAt":"2026-10-16T03:23:39.281Z"},{"url":"https://www.intapp.com/cloud/compliance/","excerpt":"ISO 27017 provides guidance on the information security aspects of cloud computing, recommending the implementation of cloud-specific information security controls that supplement the guidance of the ISO 27002 and ISO 27001 standards.","checkedAt":"2026-10-16T03:23:39.281Z"}],"nextStep":"Request the current audit report, scope, exceptions and expiry; confirm the vendor entity."},{"id":"identity","label":"SSO & provisioning","status":"Company-published","evidence":[{"url":"https://www.intapp.com/cloud/security/stewardship/iam/","excerpt":"Intapp also lets end users log into these applications easier through single sign-on (SSO), simplifying the user experience.","checkedAt":"2026-10-16T03:23:39.281Z"},{"url":"https://www.intapp.com/cloud/security/stewardship/iam/","excerpt":"### Single sign-on (SSO)","checkedAt":"2026-10-16T03:23:39.281Z"}],"cautions":[],"nextStep":"Test SSO enforcement, user removal and privileged-account recovery."},{"id":"permissions","label":"Access controls","status":"Mixed claims — review","evidence":[{"url":"https://www.intapp.com/cloud/security/stewardship/iam/","excerpt":"Intapp provides granular, role-based access control, so administrators can define and manage both standard and custom roles and privileges.","checkedAt":"2026-10-16T03:23:39.281Z"}],"cautions":[{"url":"https://www.intapp.com/cloud/security/stewardship/iam/","excerpt":"### What role-based access control (RBAC) features does Intapp offer?","checkedAt":"2026-10-16T03:23:39.281Z"}],"nextStep":"Test least-privilege roles and cross-tenant access with separate test accounts."},{"id":"audit","label":"Auditability","status":"Company-published","evidence":[{"url":"https://intapp.com/","excerpt":"Define access policies once and enforce them in real time across every system, user, and agent — with audit trails to prove it.","checkedAt":"2026-10-16T03:23:39.281Z"},{"url":"https://www.intapp.com/cloud/security/stewardship/iam/","excerpt":"Maintain an audit trail of user login activities, including a history of permissions, authorizations, and removals.","checkedAt":"2026-10-16T03:23:39.281Z"}],"cautions":[],"nextStep":"Verify administrative and data-access events, retention and export."},{"id":"privacy","label":"Data handling","status":"Company-published","evidence":[{"url":"https://www.intapp.com/dpa/","excerpt":"To access DPA versions prior to v11, please contact contractsops@intapp.com","checkedAt":"2026-10-16T03:23:39.281Z"},{"url":"https://www.intapp.com/cloud/security/","excerpt":"Please view our customer data retention policy for more details.","checkedAt":"2026-10-16T03:23:39.281Z"}],"cautions":[],"nextStep":"Review DPA, subprocessors, retention, deletion, residency and AI training use."},{"id":"reliability","label":"Reliability & support","status":"Company-published","evidence":[{"url":"https://www.intapp.com/cloud/monitoring/","excerpt":"Monitoring controls — including system availability, change management, and incident response — are independently audited and verified annually.","checkedAt":"2026-10-16T03:23:39.281Z"}],"cautions":[],"nextStep":"Request SLA, incident history, recovery targets and support escalation terms."},{"id":"outcomes","label":"Product effectiveness","status":"Not found","evidence":[],"cautions":[],"nextStep":"Run a representative pilot against your current workflow; measure errors, missed cases, time saved and human review cost."}],"tested":false,"quality":"Not independently tested","nextSteps":["Request the current audit report, scope, exceptions and expiry; confirm the vendor entity.","Test least-privilege roles and cross-tenant access with separate test accounts.","Run a representative pilot against your current workflow; measure errors, missed cases, time saved and human review cost."]},"enterpriseEvidence":["For clients who are unable to use SSO via a SAML provider, Intapp products support multifactor authentication using time-based one-time passwords (TOTP)","Our controls align with SOC 2 Type 2 and ISAE 3000, with full audit traceability","#### SOC 2 Type 2 and ISAE 3000 controls"],"readinessCheckedAt":"2026-10-16T03:23:39.281Z","apiEvidence":["### How do Intapp products authenticate with external APIs and integrations"],"apiCheckedAt":"2026-10-16T03:23:39.281Z","apiDocs":null},{"query":"Investment deal making","name":"Affinity","domain":"affinity.co","description":"Relationship intelligence CRM","fit":"direct","readiness":"Enterprise claimed","api":"API mentioned","discoveryReadiness":"","discoveryApi":"Public API with official developer docs","evidence":"Automatically captures interaction data from email and calendar to map network relationships.","angle":"How does the platform ensure data privacy while mapping relationships across various third-party email and calendar providers?","sources":[{"url":"https://affinity.co/","title":"Affinity CRM: The AI-First CRM for Private Capital","kind":"Official website · fresh crawl","excerpt":"Affinity CRM: The AI-First CRM for Private Capital\n\n# Your next deal is in your network\n\nAffinity finds it for you, and gets your team ready to win it.\n\nCASE STUDY\n\nCASE STUDY\n\nCASE STUDY\n\nCASE STUDY\n\nCASE STUDY\n\nCASE STUDY\n\nThe agent platform for private capital\n\n## Introducing Affinity Ascend\n\nPurpose-built agents to support specific private capital workflows. Ascend preps every meeting, captures every conversation, and automatically updates your pipeline and CRM data.\n\n## Built for how your firm invests\n\nPE and VC are different. Affinity handles each without additional configuration or customization. \n\n### For PE, Affinity handles multi-fund complexity without configuration\n\nDeal-level privacy, banker relationship tracking, and long-cycle dealmaking work the way your firm already operates. Relationship intelligence surfaces warm paths to target company decision-makers before a process starts.\n\n- Banker and adviser coverage tracked automatically, so proprietary flow doesn't depend on one relationship\n- Thematic sourcing surfaces targets that match your firm's investment thesis\n- IR teams get the same relationship depth on LPs that deal teams get on targets\n\n### For VC, Affinity handles high-velocity dealflow without losing the relationship\n\nHigh-volume dealflow, founder relationships that build over months before a decision, and scout and co-investor networks, systematized so nothing falls through the cracks.\n\n- Founder relationships tracked firm-wide, not just in the partner's inbox who happens to know them\n- Scout and co-investor networks organized so warm intros surface automatically\n- Thematic sourcing flags companies matching your fund's thesis, even outside your existing network\n\nTHE SYSTEM, IN PRACTICE\n\n## Every stage makes the next one sharper\n\n01\n\n### Capture","publishedAt":null,"checkedAt":"2026-10-16T03:23:39.281Z"},{"url":"https://trust.affinity.co/","title":"Affinity Trust Center | Powered by SafeBase","kind":"Official website · fresh crawl","excerpt":"Affinity Trust Center | Powered by SafeBase\n\n# Trust Center\n\nStart your security review\n\n## Overview\n\nWelcome to Affinity's Trust Center. Our commitment to data privacy and security is embedded in every part of our business. Use this Trust Center to learn about our security posture and request access to our security documentation.\n\n## Compliance\n\n- ISO/IEC 27001\n- ISO/IEC 27017:2015\n- ISO/IEC 27018:2019\n- SOC 2\n- EU-US DPF\n- ISO/IEC 27701\n- SOC 2 Type 2\n- SOC 3\n\n## Affinity is reviewed and trusted by\n\n- Alantra\n- BlackRock\n- 8VC\n- Motive Partners\n- Sapphire\n- OMERS Ventures\n- Bain Capital\n- Balderton\n- Kleiner Perkins\n- Samsung Next\n- Bessemer Venture Partners\n- Munich Re\n\n## Documents\n\nCOMPLIANCE EU-US DPF\n\nCOMPLIANCE ISO/IEC 27001\n\nCOMPLIANCE ISO/IEC 27017:2015\n\nCOMPLIANCE ISO/IEC 27018:2019\n\nCOMPLIANCE ISO/IEC 27701\n\nCOMPLIANCE SOC 2 Type 2\n\nCOMPLIANCE SOC 3\n\nDOCUMENTS PenTest\n\n## Risk Profile\n\nWe have secure, reliable hosting that customers can depend on. We are happy to provide details about our risk mitigation practices and recovery objectives upon request.\n\n## Product Security\n\n- Audit Logging\n- Data Security\n- Integrations\n- View more\n\n## Reports\n\n- Data Flow Diagram (DFD)\n- Pentest Report\n- SOC 2 Report\n- View more\n\n## Self-Assessments\n\nWe are working on our security compliance. We can provide completed questionnaires upon request.\n\n## Data Security\n\n- Access Monitoring\n- Certificates of Destruction\n- Data Asset Classification\n- View more\n\n## App Security\n\nWe take application security seriously and are putting together a program to monitor internal apps.\n\n## Legal\n\n- Subprocessors\n\n- Cookies\n- Data Breach Notifications\n- Data Into System\n- View more\n\n## Access Control\n\n- Access Log Management\n- Bring Your Own Device (BYOD)\n- Least Privilege\n\n## Infrastructure\n\n","publishedAt":null,"checkedAt":"2026-10-16T03:23:39.281Z"},{"url":"https://www.affinity.co/legal","title":"Legal Documents | Affinity CRM","kind":"Official website · fresh crawl","excerpt":"Legal Documents | Affinity CRM\n\n# Legal Documents\n\n- EU and UK Data Processing Addendum (Updated 05/17/2024)\n- Channel Partnership Terms (Updated 06/07/2023)\n- Privacy Policy (Updated July 2026)\n\n- Affinity Master Terms (Updated 30/10/2025)\n\n- Affinity CRM Product Master Terms (Updated 11/21/2024)\n- Affinity A4S Product Master Terms (Updated 11/21/2024)\n\n- Privacy Policy (Updated 10/24/2023)\n- Affinity Developer Agreement (Updated 09/18/2025)\n- API Endpoints/Data Fields Summary (Updated 09/18/2025)","publishedAt":null,"checkedAt":"2026-10-16T03:23:39.281Z"},{"url":"https://www.affinity.co/blog/deal-sourcing-meaning-process-strategies-tools","title":"Deal Sourcing: Process, Strategies & Best Practices [2026]","kind":"Exa indexed profile","excerpt":"Deal Sourcing: Process, Strategies & Best Practices [2026]\n\n# Deal sourcing: What it is, how it works, and best practices\n\nWritten by\n\nAffinity Team\n\nLast updated September 30, 2026\n\ntable of contents\n\nText Link\n\nText Link\n\nWith record levels of dry powder and intensifying competition for quality deals, venture capital and private equity firms can no longer rely on being in the right room at the right time. They need a systematic sourcing engine.\n\nAccording to Affinity's 2026 Predictions Report, 50% of investors now cite sourcing new deals as their top priority, while 46% view competition from other firms as significantly impacting deal activity, This is up from 42% the prior year. Meanwhile, 68% anticipate increased deal volume in 2026, meaning more targets to evaluate with less time per opportunity. Over half of private capital firms now use more than four different data sources just for sourcing.\n\nThis guide covers how to build that engine, from defining your investment thesis to measuring and optimizing every channel in your pipeline.\n\n## What is deal sourcing?\n\nDeal sourcing is the systematic process of identifying, evaluating, and securing investment opportunities before competitors reach them. It encompasses everything from initial target identification through qualification and relationship-building. It is the single most important driver of fund performance in private capital.\n\nBefore you can improve your deal sourcing, you need a precise definition of what you're actually optimizing. Deal sourcing, dealflow, and deal origination are not the same thing, even though they're used interchangeably in most conversations.\n\nDeal sourcing is the process financial firms—including private equity, venture capital, investment banking, and advisory firms—use to discover, ev","publishedAt":"2026-06-25T14:24:39.000Z"}],"citations":[{"url":"https://www.hebbia.com/resources/deal-sourcing-software","title":"The 9 Best Deal Sourcing Software Tools for PE, IB & M&A Teams","field":"angle","confidence":"high"},{"url":"https://www.affinity.co/blog/deal-sourcing-meaning-process-strategies-tools","title":"Deal Sourcing: Process, Strategies & Best Practices [2026]","field":"angle","confidence":"high"},{"url":"https://www.hebbia.com/resources/deal-sourcing-software","title":"The 9 Best Deal Sourcing Software Tools for PE, IB & M&A Teams","field":"api","confidence":"high"},{"url":"https://www.affinity.co/blog/deal-sourcing-meaning-process-strategies-tools","title":"Deal Sourcing: Process, Strategies & Best Practices [2026]","field":"api","confidence":"high"},{"url":"https://www.hebbia.com/resources/deal-sourcing-software","title":"The 9 Best Deal Sourcing Software Tools for PE, IB & M&A Teams","field":"description","confidence":"high"},{"url":"https://www.affinity.co/blog/deal-sourcing-meaning-process-strategies-tools","title":"Deal Sourcing: Process, Strategies & Best Practices [2026]","field":"description","confidence":"high"},{"url":"https://www.affinity.co/blog/deal-sourcing-meaning-process-strategies-tools","title":"Deal Sourcing: Process, Strategies & Best Practices [2026]","field":"domain","confidence":"high"},{"url":"https://www.hebbia.com/resources/deal-sourcing-software","title":"The 9 Best Deal Sourcing Software Tools for PE, IB & M&A Teams","field":"evidence","confidence":"high"},{"url":"https://www.affinity.co/blog/deal-sourcing-meaning-process-strategies-tools","title":"Deal Sourcing: Process, Strategies & Best Practices [2026]","field":"evidence","confidence":"high"},{"url":"https://www.hebbia.com/resources/deal-sourcing-software","title":"The 9 Best Deal Sourcing Software Tools for PE, IB & M&A Teams","field":"fit","confidence":"high"},{"url":"https://www.affinity.co/blog/deal-sourcing-meaning-process-strategies-tools","title":"Deal Sourcing: Process, Strategies & Best Practices [2026]","field":"fit","confidence":"high"},{"url":"https://www.hebbia.com/resources/deal-sourcing-software","title":"The 9 Best Deal Sourcing Software Tools for PE, IB & M&A Teams","field":"name","confidence":"high"},{"url":"https://www.affinity.co/blog/deal-sourcing-meaning-process-strategies-tools","title":"Deal Sourcing: Process, Strategies & Best Practices [2026]","field":"name","confidence":"high"}],"metrics":[],"checkedAt":"2026-10-16T03:23:39.281Z","freshness":"Live website check","rank":3,"confidence":"High","refreshStatus":"Refreshed","assessment":{"rubric":"Software","takeaway":"Public information covers data handling, reliability & support. Still unresolved: security assurance, sso & provisioning, access controls.","version":3,"checkedAt":"2026-10-16T03:23:39.281Z","sourceCount":3,"coverage":{"published":2,"total":7,"verified":0},"verdict":"Insufficient enterprise evidence","summary":"Public pages can document claims, but cannot establish that controls work or that the product performs well in your environment.","dimensions":[{"id":"assurance","label":"Security assurance","status":"Mixed claims — review","evidence":[{"url":"https://trust.affinity.co/","excerpt":"- SOC 2 Type 2","checkedAt":"2026-10-16T03:23:39.281Z"},{"url":"https://trust.affinity.co/","excerpt":"COMPLIANCE SOC 2 Type 2","checkedAt":"2026-10-16T03:23:39.281Z"}],"cautions":[{"url":"https://trust.affinity.co/","excerpt":"- SOC 2 Report","checkedAt":"2026-10-16T03:23:39.281Z"}],"nextStep":"Request the current audit report, scope, exceptions and expiry; confirm the vendor entity."},{"id":"identity","label":"SSO & provisioning","status":"Not found","evidence":[],"cautions":[],"nextStep":"Test SSO enforcement, user removal and privileged-account recovery."},{"id":"permissions","label":"Access controls","status":"Not found","evidence":[],"cautions":[],"nextStep":"Test least-privilege roles and cross-tenant access with separate test accounts."},{"id":"audit","label":"Auditability","status":"Not found","evidence":[],"cautions":[],"nextStep":"Verify administrative and data-access events, retention and export."},{"id":"privacy","label":"Data handling","status":"Company-published","evidence":[{"url":"https://trust.affinity.co/","excerpt":"- Subprocessors","checkedAt":"2026-10-16T03:23:39.281Z"}],"cautions":[],"nextStep":"Review DPA, subprocessors, retention, deletion, residency and AI training use."},{"id":"reliability","label":"Reliability & support","status":"Company-published","evidence":[{"url":"https://trust.affinity.co/","excerpt":"## Incident Response","checkedAt":"2026-10-16T03:23:39.281Z"}],"cautions":[],"nextStep":"Request SLA, incident history, recovery targets and support escalation terms."},{"id":"outcomes","label":"Product effectiveness","status":"Not found","evidence":[],"cautions":[],"nextStep":"Run a representative pilot against your current workflow; measure errors, missed cases, time saved and human review cost."}],"tested":false,"quality":"Not independently tested","nextSteps":["Request the current audit report, scope, exceptions and expiry; confirm the vendor entity.","Test SSO enforcement, user removal and privileged-account recovery.","Test least-privilege roles and cross-tenant access with separate test accounts."]},"enterpriseEvidence":["- ISO/IEC 27001\n- ISO/IEC 27017:2015\n- ISO/IEC 27018:2019\n- SOC 2\n- EU-US DPF\n- ISO/IEC 27701\n- SOC 2 Type 2\n- SOC 3","COMPLIANCE SOC 2 Type 2"],"readinessCheckedAt":"2026-10-16T03:23:39.281Z","apiEvidence":["- Privacy Policy (Updated 10/24/2023)\n- Affinity Developer Agreement (Updated 09/18/2025)\n- API Endpoints/Data Fields Summary (Updated 09/18/2025)"],"apiCheckedAt":"2026-10-16T03:23:39.281Z","apiDocs":null},{"query":"Investment deal making","name":"Capital IQ Pro","domain":"spglobal.com","description":"Market intelligence research","fit":"adjacent","readiness":"Unverified","api":"Unknown","discoveryReadiness":"","discoveryApi":"Unknown","evidence":"Integrated market intelligence with ChatIQ AI assistant for banking and buy-side users.","angle":"How do users balance traditional S&P structured data with the newer generative ChatIQ insights?","sources":[{"url":"https://spglobal.com/","kind":"Official website · fresh crawl","title":"Essential Intelligence | S&P Global","excerpt":"Essential Intelligence | S&P Global \n\nS&P Global Ratings\n\nIn-Person | Paris, France | 17 Nov 2026\n\n## Paris Private Markets Forum\n\n S&P Global Ratings is excited to welcome you to its second annual Private Markets Forum in Paris. Our highly anticipated Private Markets event will provide attendees with a unique opportunity to hear from S&P Global Ratings' senior sector analysts and renowned industry specialists, engage in interactive panel discussions, and network with other market participants. \n\n## Special Reports\n\nA changing world requires new insights, new analysis, and new approaches. The impact of geopolitical events, supply chain issues, health crises, and a changing climate is never confined to a single sector or market. Our clients require expertise and analysis that looks at the big picture.\n\n March 8, 2027 – March 11, 2027 \n\nRegistration is now open for The World Petrochemical Conference (WPC). Powered by S&P Global Energy, the conference delivers real-time price signals, immediate analysis, and forward-looking insight that you can question, debate, and act on face to face with the experts shaping the market. \n\n## Artificial Intelligence Insights\n\nGain insights into artificial intelligence (AI) trends and its transformative impact with AI fundamentals, AI applications, and AI governance and regulations.\n\n## Leaders\n\nLeaders is a long-form conversations with senior investors, CEOs, and entrepreneurs on topics that matter most to the investment community. In each episode, Joe Cass, Senior Director at S&P Global Ratings, explores market trends, investment outlooks, and personal stories from industry trailblazers.","checkedAt":"2026-11-07T14:59:20.328Z","publishedAt":null},{"url":"https://spglobal.com/","kind":"Exa indexed profile","title":"Essential Intelligence | S&P Global","excerpt":"Essential Intelligence | S&P Global\n\n---\n\n#### Featured\n\nS&P Global Newsletters\n\n#### Access S&P Global’s Essential Intelligence\n\nReceive immediate insights on the individual market developments you need to know for a 360° perspective on the big stories shaping our world.\n\n---\n\n---\n\n## Rating Evaluation Service (RES)\n\nAssess the impact of new initiatives on creditworthiness with a forward-looking, confidential assessment.\n\n## S&P Global Daily Update\n\nReceive our daily newsletter directly in your inbox or via LinkedIn to learn about the big stories impacting our world. Each day, we send you the Essential Intelligence you need to understand the markets shaping your life.\n\n---\n\n## Special Reports\n\nA changing world requires new insights, new analysis, and new approaches. The impact of geopolitical events, supply chain issues, health crises, and a changing climate is never confined to a single sector or market. Our clients require expertise and analysis that looks at the big picture.\n\nIn-Person | Houston, Texas\n\nMarch 8, 2027 – March 11, 2027\n\n## WPC 2027\n\nRegistration is now open for The World Petrochemical Conference (WPC). Powered by S&P Global Energy, the conference delivers real-time price signals, immediate analysis, and forward-looking insight that you can question, debate, and act on face to face with the experts shaping the market.\n\n## Featured Products\n\nSee All S&P Global Products and Solutions\n\n---\n\n## Artificial Intelligence Insights\n\nGain insights into artificial intelligence (AI) trends and its transformative impact with AI fundamentals, AI applications, and AI governance and regulations.\n\nExplore more Artifical Intelligence Insights\n\n---\n\nPodcast Series\n\n## Leaders\n\nLeaders is a long-form conversations with senior investors, CEOs, and entrepreneurs on topics t","publishedAt":null}],"citations":[{"url":"https://www.hebbia.com/resources/m-a-software-and-tools","field":"angle","title":"11 Best M&A Workflow Platforms for Investors [2026] | Hebbia","confidence":"high"},{"url":"https://www.hebbia.com/resources/m-a-software-and-tools","field":"api","title":"11 Best M&A Workflow Platforms for Investors [2026] | Hebbia","confidence":"high"},{"url":"https://www.hebbia.com/resources/m-a-software-and-tools","field":"description","title":"11 Best M&A Workflow Platforms for Investors [2026] | Hebbia","confidence":"high"},{"url":"https://www.hebbia.com/resources/m-a-software-and-tools","field":"domain","title":"11 Best M&A Workflow Platforms for Investors [2026] | Hebbia","confidence":"high"},{"url":"https://www.hebbia.com/resources/m-a-software-and-tools","field":"evidence","title":"11 Best M&A Workflow Platforms for Investors [2026] | Hebbia","confidence":"high"},{"url":"https://www.hebbia.com/resources/m-a-software-and-tools","field":"fit","title":"11 Best M&A Workflow Platforms for Investors [2026] | Hebbia","confidence":"high"},{"url":"https://www.hebbia.com/resources/m-a-software-and-tools","field":"name","title":"11 Best M&A Workflow Platforms for Investors [2026] | Hebbia","confidence":"high"}],"metrics":[{"kind":"Exa estimate","label":"Team size","value":"40295 people"},{"kind":"Exa estimate","label":"Total funding","value":"$382M"}],"checkedAt":"2026-11-07T14:59:20.328Z","freshness":"Live website check","rank":4,"confidence":"Medium","refreshStatus":"Refreshed","apiDocs":null,"assessment":{"rubric":"Software","tested":false,"quality":"Not independently tested","summary":"Public pages can document claims, but cannot establish that controls work or that the product performs well in your environment.","verdict":"Insufficient enterprise evidence","version":3,"coverage":{"total":7,"verified":0,"published":0},"takeaway":"Insufficient published evidence to assess suitability.","checkedAt":"2026-11-07T14:59:20.328Z","nextSteps":["Request the current audit report, scope, exceptions and expiry; confirm the vendor entity.","Test SSO enforcement, user removal and privileged-account recovery.","Test least-privilege roles and cross-tenant access with separate test accounts."],"dimensions":[{"id":"assurance","label":"Security assurance","status":"Not found","cautions":[],"evidence":[],"nextStep":"Request the current audit report, scope, exceptions and expiry; confirm the vendor entity."},{"id":"identity","label":"SSO & provisioning","status":"Not found","cautions":[],"evidence":[],"nextStep":"Test SSO enforcement, user removal and privileged-account recovery."},{"id":"permissions","label":"Access controls","status":"Not found","cautions":[],"evidence":[],"nextStep":"Test least-privilege roles and cross-tenant access with separate test accounts."},{"id":"audit","label":"Auditability","status":"Not found","cautions":[],"evidence":[],"nextStep":"Verify administrative and data-access events, retention and export."},{"id":"privacy","label":"Data handling","status":"Not found","cautions":[],"evidence":[],"nextStep":"Review DPA, subprocessors, retention, deletion, residency and AI training use."},{"id":"reliability","label":"Reliability & support","status":"Not found","cautions":[],"evidence":[],"nextStep":"Request SLA, incident history, recovery targets and support escalation terms."},{"id":"outcomes","label":"Product effectiveness","status":"Not found","cautions":[],"evidence":[],"nextStep":"Run a representative pilot against your current workflow; measure errors, missed cases, time saved and human review cost."}],"sourceCount":1},"apiEvidence":[],"apiCheckedAt":"2026-10-16T03:23:28.579Z","enterpriseEvidence":[],"readinessCheckedAt":"2026-10-16T03:23:28.579Z"},{"query":"Investment deal making","name":"Intralinks","domain":"intralinks.com","description":"Enterprise deal management","fit":"direct","readiness":"Enterprise claimed","api":"API mentioned","discoveryReadiness":"","discoveryApi":"Unknown","evidence":"Unified, AI-powered deal management platform supporting the full transaction lifecycle.","angle":"Can DealCentre AI fully replace standalone specialized VDRs for complex compliance requirements?","sources":[{"url":"https://intralinks.com/","title":"SS&C Intralinks | AI M&A & Dealmaking Solutions Provider","kind":"Official website · fresh crawl","excerpt":"SS&C Intralinks | AI M&A & Dealmaking Solutions Provider\n\n## get done. Intelligently.\n\nPowering your strategic financial deals with unmatched security and efficiency – from M&A virtual data rooms and syndicated lending to fundraising, investor onboarding, fund reporting and more. \n\n### Raytheon\n\n#### $ 89.8B \n\nSS&C Intralinks facilitated the acquisition of Raytheon by United Technologies for 89.8B.\n\n#### $ 57.3B \n\nSS&C Intralinks facilitated the $57.3B spin-off of Dow Holdings Inc. To shareholders.\n\n#### $ 10.3B \n\nSS&C Intralinks facilitated the $10.3B acquisition of Anaplan by Thoma Bravo.\n\n#### $ 13.6B \n\nSS&C Intralinks facilitated the acquisition of Whole Foods by Amazon for 13.6B.\n\n#### $ 3.3B \n\nSS&C Intralinks facilitated the $3.3B acquisition of Fortress Investment Group by SoftBank.\n\n#### $ 6B \n\nSS&C Intralinks facilitated the fundraise for TSG’s fund TSG9, a buyout fund focused on the consumer sector. \n\n#### $ 2.5B \n\nSS&C Intralinks facilitated the fundraise for Neuberger’s NB Credit Opportunities Fund II. \n\n#### $ 1.87B \n\nSS&C Intralinks facilitated the fundraise for Riverside’s Micro-Cap Fund VI.\n\n#### $ 6.61B \n\nSS&C Intralinks facilitated the fundraise for Hayfin’s Direct Lending Fund IV.\n\n#### $ 1.52B \n\nSS&C Intralinks facilitated the fundraise for Summit Partner’s Europe Growth Equity Fund IV.\n\n#### $ 6.4B AUM \n\nFundCentreTM Fundraising is elevating their capital raising process to a new level. \n\n#### $ 10.1B AUM \n\nA seamless reporting upgrade — powered by InvestorVisionTM, backed by expert support. \n\n#### $ 392.4M AUM \n\nInvestorVisionTM delivers a premium experience across their investor base. \n\n Single Platform AI-Powered Robust Bank-Grade \n\n## Built for dealmakers \n\n- Manage your entire deal pipeline\n- Create buyer lists and market your deals\n- Prep and ","publishedAt":null,"checkedAt":"2026-10-16T03:23:54.265Z"},{"url":"https://www.intralinks.com/DPA","title":"SS&C Intralinks Data Processing Addendum","kind":"Official website · fresh crawl","excerpt":"SS&C Intralinks Data Processing Addendum\n\n# Data Processing Addendum\n\nThe Data Processing Addendum shall be subject to the terms of the MSA.\n\n1. Definitions\n\n“ Personal Data” means any information relating to an identified or identifiable natural person (or, to the extent that Applicable Data Privacy Laws apply to information about legal persons, an identified or identifiable legal person), or as otherwise defined in Applicable Data Privacy Laws, which is included in End User Files.\n\n“ Applicable Data Privacy Laws” means any privacy and data protection laws applicable to the Client’s Personal Data, and related implementing regulations, including but not limited to Regulation (EU) 2016/679 of 27 April 2016, General Data Protection Regulation (the “ GDPR”).\n\n“ Standard Contractual Clauses” means the Standard Contractual Clauses module II Data Controller to Processor.\n\n2. Obligations\n\n2.1 Compliance. Each Party shall comply with all laws and regulations of the relevant jurisdictions that apply to its respective performance of obligations and exercise of rights under this Agreement or in connection with its collection, processing, and provision of Personal Data to the other Party, including all Applicable Data Privacy Laws.\n\n2.2 Cooperation. Each Party shall cooperate and provide information to the other Party as reasonably requested in writing or required to enable the other Party to comply with Applicable Data Privacy Laws.\n\n2.3 Client Warranty. Client warrants that it shall not process any Personal Data using the Services, or permit Intralinks to process any Personal Data, in breach or contravention of any order issued to, or limitation of processing imposed on, Client by any regulatory authority.\n\n2.4 Intralinks’ Warranty. Intralinks warrants to Client that Intralinks d","publishedAt":null,"checkedAt":"2026-10-16T03:23:54.265Z"},{"url":"https://www.intralinks.com/why-intralinks/security-trust","title":"Intralinks Security | Trust Perimeter™ & Document Encryption","kind":"Official website · fresh crawl","excerpt":"Intralinks Security | Trust Perimeter™ & Document Encryption\n\n# Our security. Your trust.\n\nIntralinks’ security features protect your deal and data through an ecosystem that’s focused on security for you, your customers and your partners.\n\n### Complete Control\n\n- Easy-to-manage file protection inside or outside your firewall\n- One-click document access or retraction with Intralinks UNshare™\n\n### No Plugins\n\n- Built-in security that does not require plugins or added technology to manage\n- Automatic file-level embedding and encryption security in every document\n\n### Advanced Encryption and Dynamic Watermarking\n\n- Easily label printed documents and mark as confidential\n- FIPS 197 standard encryption with multi-tier, AES-256 key management protection\n\n### Fully Configurable\n\n- Custom file, folder and workspace access control by user, group and device\n- Monitor specific application functionality, including mobile device access control\n\n### Robust Authentication Engine\n\n- Risk-based, data-driven multifactor authentication (MFA) engine with channel-driven single sign-on (SSO)\n- Enhanced login and authentication with Intralinks Identity Services for even greater protection and control\n\n### Simplified Compliance\n\n- Full audit trails with real-time status\n- Detailed compliance reporting to reduce risk\n\n### Always Protected\n\n- Encrypts data at every stage — at rest, in transit and in use — plus reporting and analytics\n- First VDR provider to achieve ISO 27701 certification —the highest standard in data privacy\n\n### Global Network\n\n- Compliance with data privacy laws, like GDPR, through distributed content node architecture\n- Global storage network enables compliance with regional data sovereignty requirements\n\n### Flexible Application\n\n- Comprehensive audit reports and analytics f","publishedAt":null,"checkedAt":"2026-10-16T03:23:54.265Z"},{"url":"https://www.intralinks.com/products/securityhub","title":"SecurityHub | Cybersecurity Diligence Platform","kind":"Official website · fresh crawl","excerpt":"SecurityHub | Cybersecurity Diligence Platform\n\n# Cybersecurity governance across the Intralinks ecosystem\n\nGain full control and visibility of user activity across your SS&C Intralinks footprint. Our cloud-based platform enables cybersecurity, compliance and IT teams to enforce security policies, manage user access controls and maintain audit readiness through one intuitive interface.\n\n 25 + \n\nyear legacy in secure file sharing for banking and capital markets\n\n 1 st \n\nVDR provider to achieve ISO 27701 data privacy certification\n\n 5.3 K+ \n\nsecurity audits passed\n\n## Safeguard users and data with Intralinks admin controls\n\n### Access Control\n\nEnable single sign-on (SSO) while ensuring alignment with your organization's cybersecurity standards. Intralinks Identity+ simplifies shared logins with controlled and secure access.\n\n### Security Dashboard\n\nStay ahead of threats with a comprehensive view of the Intralinks ecosystem, including key data points such as user activity, geolocation and authentication vulnerabilities. \n\n### User Management\n\nCentralized administration of users across all Intralinks applications in your organization. Easily manage and monitor user access and exposure.\n\n### Compliance and E-comms Reports\n\nGenerate reports using audit trails of login and user activity, including sent and received attachments, emails, alerts and Q&A messages. Monitor and identify users and files to prevent improper information exposure.\n\n## SecurityHub Tiers\n\n| Features | Overview | SecurityHub | SecurityHub Pro |\n| --- | --- | --- | --- |\n| Secure Login | Configure with Intralinks SSO to access Intralinks products the same way their employees access their other enterprise apps. For non-SSO customers, create IP-based Allow/Block rules to control login access into your Intrali","publishedAt":null,"checkedAt":"2026-10-16T03:23:54.265Z"},{"url":"https://www.intralinks.com/sites/default/files/pdf/2505-IL-Truist_Bank_Case_Study-Final.pdf","title":"User Governance with Intralinks","kind":"Official website · fresh crawl","excerpt":"A large U.S.-based financial services firm has been a long standing Intralinks customer and is one of the largest wealth management and investment banking institutions in the country. The firm’s mergers and acquisitions (M&A) team has relied on Intralinks for years for traditional deal activities.\n\nIn 2023, the firm sought to enhance access security by implementing single sign-on (SSO). Their goal was to tighten access controls and prevent bankers from retrieving legacy deal data from prior projects. What began as a request to streamline authentication expanded into a broader conversation about governance and compliance. This collaboration ultimately led to a successful upgrade to SecurityHub Pro powered by Identity+.\n\n##### Improved security posture\n\nStopped unauthorized access via group email addresses\n\n## Large U.S.-Based Financial\n\n## Services Firm Strengthens\n\n## User Governance with Intralinks\n\n## SecurityHub Pro\n\n#### Problem\n\nBefore implementing SSO, the firm’s IT team identified a major compliance challenge: a significant number of users were still accessing multiple Intralinks data rooms using shared group email addresses. This practice, particularly prevalent in the wealth management division — one of the heaviest users of Intralinks — made it nearly impossible to track who was logging in, what they were accessing and whether they were still authorized. Removing group emails entirely wasn’t a viable option, as the firm estimated that the re-onboarding process could take six months to a year, introducing significant disruption and delays. The IT team needed a solution that maintained the functionality of group email access while enabling them to maintain compliance and oversight effectively.\n\n### Client Success Story\n\nU.S.-Based Financial Services Firm\n\n##### ","publishedAt":null,"checkedAt":"2026-10-16T03:23:54.265Z"},{"url":"https://www.intralinks.com/products/platform/security-governance/audits-certifications","title":"SS&C Intralinks Audits and Certification","kind":"Official website · fresh crawl","excerpt":"SS&C Intralinks Audits and Certification\n\n# Intralinks for Regulatory Audits and Certifications\n\nFor over 25 years Intralinks has provided technology solutions for companies that operate in highly regulated industries. We readily adapt to ever-changing regulatory demands, so we support your ongoing compliance with industry requirements. Since 2014, we’ve passed hundreds of demanding client-led audits, and we welcome the opportunity to prove to you that we’ll meet or exceed all of your security and compliance requirements.\n\n### FEATURES\n\n## Auditing and compliance platform\n\nToday’s global enterprises require collaboration capabilities with robust reporting and compliance features. Our SaaS platform provides comprehensive electronic communications reports, including activity tracking, auditing, and security and compliance event reporting. Intralinks easily integrates with enterprise GRC systems and readily adapts to the ever-changing demands of regulatory compliance, so you can always be at the top of your game. \n\n> More than 170 Intralinks clients have performed audits and/or due diligence on our security operations and processes to verify our operational controls, procedures, and technology meet their security standards\n\nLarry Albrecht, Senior Vice President-Operations, Midwest BankCentre","publishedAt":null,"checkedAt":"2026-10-16T03:23:54.265Z"},{"url":"https://www.intralinks.com/sites/default/files/pdf/Integration-Program-Terms.pdf","title":"“Work Order” means the work order or other form executed by the parties forming ISV’s application to join the Program.","kind":"Official website · fresh crawl","excerpt":"INTRALINKS ISV INTEGRATION PROGRAM TERMS \nThese Integration Program Terms apply to the Agreement that is made effective as of the date (the \n\"Effective Date\") on which the application to join the Intralinks ISV Integration Program by the applicant \nidentified on the application (\"ISV\") is accepted by Intralinks, Inc., located at 500 Totten Pond Road, \n2nd Floor, Waltham, MA 02451 (\"Intralinks\"), each of ISV and Intralinks being a \"Party\", and together \nthe \"Parties\". \n\n1. DEFINITIONS \"Affiliate\" means any entity that directly or indirectly owns or controls, is owned or controlled by, or is under common ownership or common control with Intralinks or ISV, as the case may be.\n\n\"Agreement\" means this Integration Program Agreement, including any Program Guide, addenda, or supplements referencing this Agreement.\n\n“API” means Intralinks' public-facing Intralinks RESTful API, as made available to ISV pursuant to this Agreement, including any updates thereto that Intralinks may make available to ISV form time to time.\n\n“Work Order” means the work order or other form executed by the parties forming ISV’s application to join the Program.\n\n“Authorized End User” means a legal or natural person that has been (i) invited by a Client to access any Client Data that is hosted on the Intralinks Platform on behalf of Client, and (ii) authorized by Intralinks to access such Client Data by means of the Integration Gateway in connection with receipt of the ISV Solution. In relevant cases, an Authorized End User may also be a Client.\n\n“Claim” means any allegation, claim, dispute, request, inquiry, suit, investigation or other proceeding asserted or threatened by any person or entity (including any government authority) arising out of the subject matter of, or in any way related to, this Agreem","publishedAt":null,"checkedAt":"2026-10-16T03:23:54.265Z"},{"url":"https://www.intralinks.com/sites/default/files/file_attach/wp-sas70ii.pdf","title":"SAS 70 Type II Audits","kind":"Official website · fresh crawl","excerpt":"Thinking from IntraLinks SAS 70 Type II Audits\n\n1 866 INTRALINKS New York + 1 212 342 7684 London + 44 (0) 20 7549 5200 Hong Kong + 852 3101 7022 www.intralinks.com\n\n## SAS 70 Type II Audits\n\n### Ensuring Data Security, Reliability and Integrity\n\nIf your organization shares sensitive data over the Internet, you need rigorous controls to ensure data security, reliability, integrity — as well as regulatory compliance. Those controls must extend to any service organizations to which you outsource, including Software-as-a-Service (SaaS) providers and data hosting facilities.\n\nWhile you might assume that all service providers offer the same level of protection, security controls vary significantly from one provider to the next. Therefore, you need to ensure that your provider’s service is up to appropriate standards to protect your business information. This whitepaper describes how a SAS 70 Type II audit demonstrates the existence and the effectiveness of internal security controls at service organizations, and how IntraLinks meets these standards to provide the highest level of security to our customers.\n\nThinking from IntraLinks\n\n### Why You Need to Know about Your Outsourced Service Provider’s Internal Controls\n\nIf you’re looking to contract with an outsourced service organization, you undoubtedly have many questions about the provided services. Among these questions, you need to be sure to ask about the service provider’s internal security and operational controls.\n\nWhile many businesses assume that all outsourced service providers offer the same level of security, controls in fact vary considerably. You need assurances that your service provider has adequate security controls in place around both business procedures and information technology.\n\nYour service provider’s ","publishedAt":null,"checkedAt":"2026-10-16T03:23:54.265Z"}],"citations":[{"url":"https://www.hebbia.com/resources/m-a-software-and-tools","title":"11 Best M&A Workflow Platforms for Investors [2026] | Hebbia","field":"angle","confidence":"high"},{"url":"https://www.hebbia.com/resources/m-a-software-and-tools","title":"11 Best M&A Workflow Platforms for Investors [2026] | Hebbia","field":"api","confidence":"high"},{"url":"https://www.intralinks.com/guides/dealmakers-choose-intralinks","title":"Intralinks vs. Datasite: Clear Pricing & DealCentre AI Power","field":"description","confidence":"high"},{"url":"https://www.hebbia.com/resources/m-a-software-and-tools","title":"11 Best M&A Workflow Platforms for Investors [2026] | Hebbia","field":"description","confidence":"high"},{"url":"https://www.intralinks.com/guides/dealmakers-choose-intralinks","title":"Intralinks vs. Datasite: Clear Pricing & DealCentre AI Power","field":"domain","confidence":"high"},{"url":"https://www.hebbia.com/resources/m-a-software-and-tools","title":"11 Best M&A Workflow Platforms for Investors [2026] | Hebbia","field":"domain","confidence":"high"},{"url":"https://www.intralinks.com/guides/dealmakers-choose-intralinks","title":"Intralinks vs. Datasite: Clear Pricing & DealCentre AI Power","field":"evidence","confidence":"high"},{"url":"https://www.hebbia.com/resources/m-a-software-and-tools","title":"11 Best M&A Workflow Platforms for Investors [2026] | Hebbia","field":"evidence","confidence":"high"},{"url":"https://www.intralinks.com/guides/dealmakers-choose-intralinks","title":"Intralinks vs. Datasite: Clear Pricing & DealCentre AI Power","field":"fit","confidence":"high"},{"url":"https://www.hebbia.com/resources/m-a-software-and-tools","title":"11 Best M&A Workflow Platforms for Investors [2026] | Hebbia","field":"fit","confidence":"high"},{"url":"https://www.hebbia.com/resources/m-a-software-and-tools","title":"11 Best M&A Workflow Platforms for Investors [2026] | Hebbia","field":"name","confidence":"high"}],"metrics":[{"label":"Published metric","value":"SS&C Intralinks facilitated the $57.3B spin-off of Dow Holdings Inc","kind":"Company claim"},{"label":"Published metric","value":"SS&C Intralinks facilitated the $10.3B acquisition of Anaplan by Thoma Bravo","kind":"Company claim"},{"label":"Published metric","value":"SS&C Intralinks facilitated the $3.3B acquisition of Fortress Investment Group by SoftBank","kind":"Company claim"}],"checkedAt":"2026-10-16T03:23:54.265Z","freshness":"Live website check","rank":5,"confidence":"Medium","refreshStatus":"Refreshed","assessment":{"rubric":"Software","takeaway":"Public information covers sso & provisioning, auditability, reliability & support. Still unresolved: security assurance, access controls, data handling.","version":3,"checkedAt":"2026-10-16T03:23:54.265Z","sourceCount":10,"coverage":{"published":3,"total":7,"verified":0},"verdict":"Insufficient enterprise evidence","summary":"Public pages can document claims, but cannot establish that controls work or that the product performs well in your environment.","dimensions":[{"id":"assurance","label":"Security assurance","status":"Needs clarification","evidence":[],"cautions":[{"url":"https://www.intralinks.com/DPA","excerpt":"Client acknowledges that Intralinks shall provide Client with access to the latest SOC 2 Security and Availability Report for the Services and the Standard Information Gathering (\" SIG\") questionnaire, which relates to controls of Intralinks.","checkedAt":"2026-10-16T03:23:54.265Z"}],"nextStep":"Request the current audit report, scope, exceptions and expiry; confirm the vendor entity."},{"id":"identity","label":"SSO & provisioning","status":"Company-published","evidence":[{"url":"https://www.intralinks.com/why-intralinks/security-trust","excerpt":"- Risk-based, data-driven multifactor authentication (MFA) engine with channel-driven single sign-on (SSO)","checkedAt":"2026-10-16T03:23:54.265Z"},{"url":"https://www.intralinks.com/products/securityhub","excerpt":"Enable single sign-on (SSO) while ensuring alignment with your organization's cybersecurity standards.","checkedAt":"2026-10-16T03:23:54.265Z"}],"cautions":[],"nextStep":"Test SSO enforcement, user removal and privileged-account recovery."},{"id":"permissions","label":"Access controls","status":"Not found","evidence":[],"cautions":[],"nextStep":"Test least-privilege roles and cross-tenant access with separate test accounts."},{"id":"audit","label":"Auditability","status":"Company-published","evidence":[{"url":"https://www.intralinks.com/why-intralinks/security-trust","excerpt":"- Full audit trails with real-time status","checkedAt":"2026-10-16T03:23:54.265Z"},{"url":"https://www.intralinks.com/why-intralinks/security-trust","excerpt":"Full audit trails of all user activity, with appropriate contexts for both regulatory inquiries and physical audits by our customers to validate our high standards","checkedAt":"2026-10-16T03:23:54.265Z"}],"cautions":[],"nextStep":"Verify administrative and data-access events, retention and export."},{"id":"privacy","label":"Data handling","status":"Not found","evidence":[],"cautions":[],"nextStep":"Review DPA, subprocessors, retention, deletion, residency and AI training use."},{"id":"reliability","label":"Reliability & support","status":"Company-published","evidence":[{"url":"https://www.intralinks.com/sites/default/files/file_attach/wp-sas70ii.pdf","excerpt":"As a result, IntraLinks can offer the reliability needed to meet service-level agreements and enable clients to address regulatory requirements related to change management.","checkedAt":"2026-10-16T03:23:54.265Z"}],"cautions":[],"nextStep":"Request SLA, incident history, recovery targets and support escalation terms."},{"id":"outcomes","label":"Product effectiveness","status":"Not found","evidence":[],"cautions":[],"nextStep":"Run a representative pilot against your current workflow; measure errors, missed cases, time saved and human review cost."}],"tested":false,"quality":"Not independently tested","nextSteps":["Request the current audit report, scope, exceptions and expiry; confirm the vendor entity.","Test least-privilege roles and cross-tenant access with separate test accounts.","Review DPA, subprocessors, retention, deletion, residency and AI training use."]},"enterpriseEvidence":[],"readinessCheckedAt":"2026-10-16T03:23:28.579Z","apiEvidence":["“API” means Intralinks' public-facing Intralinks RESTful API, as made available to ISV pursuant to this Agreement, including any updates thereto that Intralinks may make available to ISV form time to time"],"apiCheckedAt":"2026-10-16T03:23:54.265Z","apiDocs":null},{"query":"Investment deal making","name":"PitchBook","domain":"pitchbook.com","description":"Private company database","fit":"adjacent","readiness":"Unverified","api":"Unknown","discoveryReadiness":"","discoveryApi":"Public API with official developer docs","evidence":"Provides private market data and financial spreading with an Excel add-in for data integration.","angle":"How well does the platform handle the normalization of proprietary or unstructured financial data from diverse sources?","sources":[{"url":"https://pitchbook.com/","title":"Private Market Data, Research & Tools - PitchBook","kind":"Exa indexed profile","excerpt":"Private Market Data, Research & Tools - PitchBook\n\n## Unrivaled data, research, and technology for: \n\n- ### Market Intelligence \n\n Never miss a beat with the most accurate private capital market analysis. \n\n Show more \n- ### Deal Sourcing \n\n Expedite private market deal sourcing with the most accurate, timely information. \n\n Show more \n- ### Deal Execution \n\n Improve speed, reliability, and outcomes with actionable intelligence. \n\n Show more \n- ### Networking \n\n Build high-value relationships faster with world-class data and tools. \n\n Show more \n- ### Due Diligence \n\n Discover comprehensive data to start your due diligence process. \n\n Show more \n- ### Fundraising \n\n Fundraise faster with industry-leading mandate and commitments insights. \n\n Show more \n- ### Benchmarking \n\n Benchmark investments, asset classes, and fund strategies with current and historical data. \n\n Show more \n- ### Business Development \n\n Source high-value prospects, close more deals, and expand into new markets. \n\n Show more \n- ### Asset Allocation \n\n Source the best managers, measure risk, and find promising investment entry points. \n\n Show more \n- ### Portfolio Management \n\n Reduce time to insight with AI-powered data extraction and tracking. \n\n Show more \n\n- companies\n- deals\n- investors\n- funds\n\nDiscover the most comprehensive, accurate, and timely intelligence for the complex private capital markets.\n\n## Trusted by","publishedAt":null}],"citations":[{"url":"https://www.hebbia.com/resources/deal-sourcing-software","title":"The 9 Best Deal Sourcing Software Tools for PE, IB & M&A Teams","field":"angle","confidence":"high"},{"url":"https://smartcapitalcenter.com/blog-post/top-cre-investment-underwriting-software-and-automation-platforms-compared","title":"Top CRE investment underwriting software and automation ...","field":"angle","confidence":"high"},{"url":"https://www.hebbia.com/resources/deal-sourcing-software","title":"The 9 Best Deal Sourcing Software Tools for PE, IB & M&A Teams","field":"api","confidence":"high"},{"url":"https://verifiedmetrics.com/blog/deal-sourcing","title":"Using Deal Sourcing to Uncover Your Next Unicorn 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retained","assessment":{"rubric":"Software","takeaway":"Official sources have not been reviewed.","version":3,"checkedAt":null,"sourceCount":0,"coverage":{"published":0,"total":7,"verified":0},"verdict":"Not assessed","summary":"Discovery profiles have not been assessed against official product and security pages.","dimensions":[{"id":"assurance","label":"Security assurance","status":"Not found","evidence":[],"cautions":[],"nextStep":"Request the current audit report, scope, exceptions and expiry; confirm the vendor entity."},{"id":"identity","label":"SSO & provisioning","status":"Not found","evidence":[],"cautions":[],"nextStep":"Test SSO enforcement, user removal and privileged-account recovery."},{"id":"permissions","label":"Access controls","status":"Not found","evidence":[],"cautions":[],"nextStep":"Test least-privilege roles and cross-tenant access with separate test accounts."},{"id":"audit","label":"Auditability","status":"Not found","evidence":[],"cautions":[],"nextStep":"Verify administrative and data-access events, retention and export."},{"id":"privacy","label":"Data handling","status":"Not found","evidence":[],"cautions":[],"nextStep":"Review DPA, subprocessors, retention, deletion, residency and AI training use."},{"id":"reliability","label":"Reliability & support","status":"Not found","evidence":[],"cautions":[],"nextStep":"Request SLA, incident history, recovery targets and support escalation terms."},{"id":"outcomes","label":"Product effectiveness","status":"Not found","evidence":[],"cautions":[],"nextStep":"Run a representative pilot against your current workflow; measure errors, missed cases, time saved and human review cost."}],"tested":false,"quality":"Not independently tested","nextSteps":["Request the current audit report, scope, exceptions and expiry; confirm the vendor entity.","Test SSO enforcement, user removal and privileged-account recovery.","Test least-privilege roles and cross-tenant access with separate test accounts."],"basis":"Saved source excerpts"}},{"query":"Investment deal making","name":"Ansarada","domain":"ansarada.com","description":"Sell-side preparation tool","fit":"direct","readiness":"Enterprise claimed","api":"Unknown","discoveryReadiness":"","discoveryApi":"Unknown","evidence":"Treats the data room as the intelligence layer for M&A and capital raising processes.","angle":"How does the platform maintain security governance during highly automated AI-driven deal preparations?","sources":[{"url":"https://ansarada.com/","kind":"Official website · fresh crawl","title":"Ansarada - AI-Powered Virtual Data Rooms & Dealmaking Tools","excerpt":"Ansarada - AI-Powered Virtual Data Rooms & Dealmaking Tools\n\n# The AI data room designed for deals\n\nM&A. Capital raising. Restructuring. Procurement. Designed to give you the edge.\n\n## Join 955,633+ organisations who love Ansarada\n\nProtecting companies, governments and their advisors worldwide, powering great outcomes with confidence and control. \n\n## Experience the future of deal management with AI-driven features\n\n1\n\n### Ask AiDA — your AI assistant\n\nStrengthen sell-side preparation. Get instant, sourced answers from across your entire document set.\n\n### AI-Sort\n\nReorganise and order your data room in minutes with document self-sorting.\n\n### AI-Redact\n\nControl your deal down to the letter with smart redaction.\n\n### AI-Translate\n\nSeamlessly translate deal-critical documents in seconds—directly in your data room.\n\n5\n\n### AI-Predict\n\nPredict the winning bidder with near perfect accuracy by day 7 of the deal.\n\nStrengthen sell-side preparation.AI that searches, summarises, answers questions, and surfaces insights.\n\n### Transparent pricing\n\nThe only dataroom provider to display our pricing on our website.\n\n### Ansarada OS\n\nAn opearting system for total transaction management. AI that drives the order.\n\n### Easy to use\n\nSimple and easy to use with drag and drop features. Modern and clean design that customers love\n\n### Clarity & Control\n\nAdvance reporting and analytics for faster, smarter deal decisions.\n\n### Ultimate security\n\nSave, print and access controls. Track usage and self destruct files regardless of their saved location\n\n### Ansarada OS\n\n### Easy to use\n\n### Ultimate security\n\n### Transparent pricing\n\nThe only dataroom provider to display our pricing on our website.\n\n### Ansarada OS\n\nAn opearting system for total transaction management. AI that drives the order.\n\n#","checkedAt":"2026-11-07T14:59:43.007Z","publishedAt":null},{"url":"https://www.ansarada.com/data-room/ask-aida","kind":"Official website · fresh crawl","title":"AiDA — AI Deal Assistant for Virtual Data Rooms | Ansarada","excerpt":"AiDA — AI Deal Assistant for Virtual Data Rooms | Ansarada\n\n## AiDA is your intelligent dynamic assistant\n\nAI designed for dealmaking — helping teams find answers, surface insights and move faster, securely inside Ansarada.\n\n## Prompt-first dealmaking has entered the chat\n\nAiDA works inside Ansarada rooms with AiDA access, using permissioned room context to support document review, Q&A, access and activity workflows — with answers governed by existing room security and permissions.\n\n## Do more with AiDA\n\n### Security built in\n\nControl access, permissions and sensitive room content.\n\nAsk plain-language questions across available room content.\n\n### Track deal activity\n\nSurface engagement signals and understand where attention is building.\n\n### Review documents faster\n\nUnderstand long documents and key details quickly.\n\nFind relevant documents and passages, even when you don’t know the exact file name or wording.\n\n### Keep Q&A moving\n\nFind similar Q&A and resolve questions with less searching.\n\n### Security built in\n\nControl access, permissions and sensitive room content.\n\n### Track deal activity\n\nSurface engagement signals and understand where attention is building.\n\nControl access, permissions and sensitive room content.\n\n### Track deal activity\n\nSurface engagement signals and understand where attention is building.\n\n## AiDA’s security never leaves the room\n\nAiDA operates inside Ansarada’s secure data room environment. Room content is not used to train AI models, answers follow existing room permissions, and guests only see content they’re authorised to access — so teams can use AI without moving confidential deal work into separate tools. Ansarada is ISO 27001 certified and has a SOC2 attestation.\n\n1\n\n### Users only see what they’re allowed to see\n\nAiDA follows room per","checkedAt":"2026-11-07T14:59:43.007Z","publishedAt":null},{"url":"https://www.ansarada.com/pricing","kind":"Official website · fresh crawl","title":"Virtual Data Room Quotes For Advisors","excerpt":"Virtual Data Room Quotes For Advisors\n\n# Transparent virtual data room pricing\n\n## Get a tailored VDR quote in seconds. Start preparing your next deal for free with predictable pricing and no hidden fees.\n\nTrusted by the best in 170 countries.\n\n### AI-Redact\n\nRedact over 500 documents in minutes.\n\n### Data gauge\n\nRemove guesswork and eliminate bill shock\n\n### Streamlined Q&A\n\nA painstaking process, now made easy\n\n### AI efficiency tools\n\nDrag and drop, smart sorting, bulk editing\n\n### AI-powered insights\n\nMake confident decisions during your deal\n\n### Centralised task management\n\nCollaborate from a centralised deal dash\n\n### Secure file sharing\n\nSend out documentation securely \n\n### AI-Redact\n\nRedact over 500 documents in minutes.\n\n### Data gauge\n\nRemove guesswork and eliminate bill shock\n\n### Streamlined Q&A\n\nA painstaking process, now made easy\n\n### AI efficiency tools\n\nDrag and drop, smart sorting, bulk editing\n\n### Centralised task management\n\nCollaborate from a centralised deal dash\n\n### Secure file sharing\n\nSend out documentation securely \n\n### AI-Redact\n\nRedact over 500 documents in minutes.\n\n### Data gauge\n\nRemove guesswork and eliminate bill shock\n\n### Streamlined Q&A\n\nA painstaking process, now made easy\n\n### AI efficiency tools\n\nDrag and drop, smart sorting, bulk editing\n\n## Frequently asked questions\n\nYour most pressing questions about Ansarada\n\n### How do I set up a data room?\n\nSetting up a data room with Ansarada is simple. You don’t need IT teams or weeks of preparation — you can get started in minutes.\n\nCreate your room - sign up and launch a new Data Room directly online. Our guided setup walks you through the process step by step.\n\nUpload and organise your documents - use Smart Upload to bulk load files, and our AI will automatically sort and structure","checkedAt":"2026-11-07T14:59:43.007Z","publishedAt":null},{"url":"https://www.ansarada.com/data-room/transactions-dashboard-reporting","kind":"Official website · fresh crawl","title":"Ansarada Dashboard Reporting | Deal activity analytics","excerpt":"Ansarada Dashboard Reporting | Deal activity analytics\n\n# Every detail. Every bidder. Every move\n\nGet the real-time insights you need with purpose-built reports and dashboards that turn uncertainty into deal-winning decisions – so you can drive better outcomes, faster. \n\n## Stop wasting hours on manual reporting\n\nCut the endless cycles of pulling data and building reports. Get the insights and supporting figures you need in seconds, not hours. Export polished reports to share with stakeholders and keep everyone aligned on progress.\n\n## Turn data into deal-winning decisions\n\nSurface the insights hiding in your data rooms to make smarter moves faster. Spot emerging patterns, predict what's coming next, and adjust your strategy to win.\n\n## See real-time progress across multiple deals\n\nNo more scrambling to answer \"Where do we stand?\" Access your dashboard for a complete view of all deals, clients, and activity as it happens. Quickly spot where to focus your attention and never lose sight of what's driving your transaction forward.\n\n## See how much time you could save on reporting\n\nStop pulling reports manually and start making data-driven decisions in minutes, not hours.\n\n## Drive momentum and reduce risk with advanced reporting features\n\n### Capture every insight that moves deals forward\n\nGet instant access to every data point that powers deal momentum, reveals hidden risks, and impacts your most critical outcomes.\n\n### Turn scattered data into strategic advantage\n\nWhen your information is structured and accessible, your organisation gains the insight and confidence to achieve better outcomes – for your business, your people, and your deals.\n\n### Identify engaged bidders with 97% accuracy\n\nOur model is trained on thousands of M&A transactions, our AI Bidder Engagement rep","checkedAt":"2026-11-07T14:59:43.007Z","publishedAt":null},{"url":"https://www.ansarada.com/data-room/transactions-security","kind":"Official website · fresh crawl","title":"Secure Virtual Data Room for Transactions | Ansarada","excerpt":"Secure Virtual Data Room for Transactions | Ansarada\n\n# Secure your data, secure your deal\n\nSensitive documents need more than merely storage — they need protection, precision, and complete control. Ansarada’s secure Virtual Data Room goes beyond generic cloud solutions, delivering enterprise-grade document security for high-stakes transactions. From user permission controls to real-time monitoring and compliance-ready audit trails, control at every step belongs to you.\n\n## Remove risk and complexity from your deal\n\nSensitive documents need more than merely storage — they need protection, precision, and complete control. \n\nAnsarada’s secure Virtual Data Room goes beyond generic cloud solutions, delivering enterprise-grade document security for high-stakes transactions. From user permission controls to real-time monitoring and compliance-ready audit trails, control at every step belongs to you.\n\n## Ansarada's unique self-destruct technology remotely expires documents even after they've been saved externally — anywhere in the world, at anytime.\n\n## Share confidently, control completely\n\nKeep hold of your IP while sharing what matters. Remote Self-Destruct™ any document at any point in the transaction. When you remove someone from the room, their access expires instantly – including any files saved outside the platform.\n\n## Maintain compliance with a full audit trail to protect you from litigation\n\nGet a complete record of every action with full audit trails. Our GDPR-aligned, ISO 27001 certified platform, with a SOC2 attestation, automatically captures the documentation you need to satisfy regulators and pass internal reviews.\n\n## Start securing your files in seconds\n\nOpen a free data room to see what our security controls can do for you \n\n## Protect your deal with bank-g","checkedAt":"2026-11-07T14:59:43.007Z","publishedAt":null},{"url":"https://www.ansarada.com/legal-policies/terms-conditions","kind":"Official website · fresh crawl","title":"Terms Of Service And Agreements","excerpt":"Terms Of Service And Agreements\n\n# Ansarada General Terms & Conditions\n\nLast updated: 17 June 2026\n\nThe following terms and conditions (“Legal Terms”) when incorporated by a Quote or Order (each an “Order Form”) shall govern the supply of Services (as defined below) to the relevant customer identified in the Order Form (“Customer”) by Ansarada Pty Limited (ACN 131 899 397) (“Ansarada”). The Legal Terms and Order Form, the Data Processing Addendum, together with any other referenced policies within, constitute the entire agreement (collectively the “Agreement”) between Customer and Ansarada (each a “Party” and together the “Parties”) named in the Order Form. In the event of a conflict between the Legal Terms and any Order Form, the Order Form shall take precedence. Capitalised terms not defined within the Legal Terms are defined in the Order Form.\n\n1. DEFINITIONS\n\n“ACL Rights” means any rights, warranties, guarantees and remedies implied or imposed under the Australian Consumer Law in relation to the supply of goods or services under the Legal Terms.\n\n“Additional Storage Products” means any additional storage products Customer may elect to purchase, including but not limited to, Ansarada Vault or Ansarada Always. Separate terms and conditions may apply to these products.\n\n“Affiliate” means any entity that directly or indirectly controls, is controlled by, or is under common control with a Party.\n\n“Availability Guarantee” means the Your Content being made available to Customer at least 99% of the time, measured on a monthly basis.\n\n“Australian Consumer Law” means Schedule 2 of the Competition and Consumer Act 2010 (Cth).\n\n“Classified Information” means any information or material, regardless of the form, which for reasons of national security, national defense, or foreign","checkedAt":"2026-10-16T03:23:36.826Z","publishedAt":null},{"url":"https://www.ansarada.com/legal-policies/gdpr","kind":"Official website · fresh crawl","title":"Ansarada And GDPR","excerpt":"Ansarada And GDPR\n\n# Ansarada and GDPR\n\nThe European Union’s General Data Protection Regulation went into effect on May 25, 2018, with an aim to protect the rights of EU citizens as it relates to the collection, storing, processing, tracking, and use of the personal data of these citizens. The United Kingdom followed with the UK General Data Protection Regulation, which went into effect on 1 January 2021. As part of our commitment to our customers, as well as our commitment to the regulatory system in which we operate, we have continually striven to not only comply with the above Regulations – we have attempted to apply a gold standard.\n\nThe protection of our customers and their data (personal or commercial) is something we take very seriously here at Ansarada, and considerable action has been taken to ensure we are up to speed with any new developments as they have arisen. In June 2020, the European Union’s top court invalidated the Privacy Shield, which had previously facilitated data transfers between the EU and the USA. In June 2021, the European Commission released highly anticipated new Standard Contractual Clauses for cross-border data transfers. The operation of the United Kingdom’s regulations continues to evolve. With every development, we have been ready – and have demonstrated a consistent commitment to the protection of our customers and their data.\n\nAt Ansarada, we adhere to the principles expressly stipulated by the EU and the United Kingdom legislation (collectively, GDPR). All personal data collected by Ansarada shall be:\n\n- processed lawfully, fairly and in a transparent manner;\n- collected for specified, explicit and legitimate purposes;\n- kept in a form which identifies data subjects for no longer than is necessary;\n- processed in a way that ensures ","checkedAt":"2026-10-16T03:23:36.826Z","publishedAt":null},{"url":"https://www.ansarada.com/article/ultimate-deal-security-part-6","kind":"Official website · fresh crawl","title":"Ultimate Deal Security Part 6: Cybersecurity of the platform","excerpt":"Ultimate Deal Security Part 6: Cybersecurity of the platform\n\n# Ultimate Deal Security Part 6: Cybersecurity of the platform\n\nAnsarada\n\nFebruary 17 2025 | Security and risk management\n\nLearn how to achieve ultimate deal security in part 6 of our 8-part series for advisors, written by Ansarada CTO Owen Senior.\n\n\"It’s so specialized...but I need to know it’s good enough!\"\n\n How do you as an advisor assess whether the provider of your Virtual Data Room - or any other system you use - is secure?\n\n This is hard because the field of cybersecurity is specialized. Moreover, it is rapidly changing; it is not static. The questions of five years ago are insufficient today.\n\n There are a few things you can do. You can look for certification, and you can ask for compliance frameworks like ISO 27001. We cover that in a later part of the blog. ISO 27001 is an excellent wide-ranging framework which covers many areas including cyber, but for cyber specifically you may wish to drill deeper. So how?\n\n If you want to drill deeper, you could write your own detailed security checklist. The challenge is that you are going to have to maintain that to keep up with the changing security landscape. How do you know you’ve covered all the bases now? And do you have time to keep your list up to date?\n\n One good option is to ask the vendor to answer this detailed questionnaire, maintained and watched over by the Cloud Security Alliance, because this does the work for you. If you have specific requirements beyond these, they can be layered on top. This will save you a lot of time and requires little work to keep your assessment up to date.\n\n Ansarada maintains the highest levels of ISO 27001 certification and has done so for well over a decade, which is why we’re trusted by some of the world’s largest","checkedAt":"2026-10-16T03:23:36.826Z","publishedAt":"2025-02-17T00:00:00.000Z"}],"citations":[{"url":"https://www.hebbia.com/resources/m-a-software-and-tools","field":"angle","title":"11 Best M&A Workflow Platforms for Investors [2026] | Hebbia","confidence":"high"},{"url":"https://www.hebbia.com/resources/m-a-software-and-tools","field":"api","title":"11 Best M&A Workflow Platforms for Investors [2026] | Hebbia","confidence":"high"},{"url":"https://www.hebbia.com/resources/m-a-software-and-tools","field":"description","title":"11 Best M&A Workflow Platforms for Investors [2026] | Hebbia","confidence":"high"},{"url":"https://www.hebbia.com/resources/m-a-software-and-tools","field":"domain","title":"11 Best M&A Workflow Platforms for Investors [2026] | Hebbia","confidence":"high"},{"url":"https://www.hebbia.com/resources/m-a-software-and-tools","field":"evidence","title":"11 Best M&A Workflow Platforms for Investors [2026] | Hebbia","confidence":"high"},{"url":"https://www.hebbia.com/resources/m-a-software-and-tools","field":"fit","title":"11 Best M&A Workflow Platforms for Investors [2026] | Hebbia","confidence":"high"},{"url":"https://www.hebbia.com/resources/m-a-software-and-tools","field":"name","title":"11 Best M&A Workflow Platforms for Investors [2026] | Hebbia","confidence":"high"}],"metrics":[{"kind":"Exa estimate","label":"Team size","value":"184 people"},{"kind":"Exa indexed profile","label":"Founded","value":"2005"},{"kind":"Exa estimate","label":"Total funding","value":"$18M"},{"kind":"Company claim","label":"Published metric","value":"$5 billion Public housing high-rise redevelopment project"},{"kind":"Company claim","label":"Published metric","value":"$24 billion Blackstone Acquires Airtrunk"},{"kind":"Company claim","label":"Published metric","value":"$11.6 billion Sale of Qube Holdings"}],"checkedAt":"2026-11-07T14:59:43.007Z","freshness":"Live website check","rank":7,"confidence":"High","refreshStatus":"Refreshed","assessment":{"rubric":"Software","tested":false,"quality":"Not independently tested","summary":"Public pages can document claims, but cannot establish that controls work or that the product performs well in your environment.","verdict":"Insufficient enterprise evidence","version":3,"coverage":{"total":7,"verified":0,"published":4},"takeaway":"Public information covers security assurance, access controls, auditability. Still unresolved: sso & provisioning, data handling, reliability & support.","checkedAt":"2026-11-07T14:59:43.007Z","nextSteps":["Test SSO enforcement, user removal and privileged-account recovery.","Review DPA, subprocessors, retention, deletion, residency and AI training use.","Request SLA, incident history, recovery targets and support escalation terms."],"dimensions":[{"id":"assurance","label":"Security assurance","status":"Company-published","cautions":[],"evidence":[{"url":"https://www.ansarada.com/data-room/ask-aida","excerpt":"Ansarada is ISO 27001 certified and has a SOC2 attestation.","checkedAt":"2026-11-07T14:59:43.007Z"},{"url":"https://www.ansarada.com/data-room/transactions-security","excerpt":"Our GDPR-aligned, ISO 27001 certified platform, with a SOC2 attestation, automatically captures the documentation you need to satisfy regulators and pass internal reviews.","checkedAt":"2026-11-07T14:59:43.007Z"}],"nextStep":"Request the current audit report, scope, exceptions and expiry; confirm the vendor entity."},{"id":"identity","label":"SSO & provisioning","status":"Not found","cautions":[],"evidence":[],"nextStep":"Test SSO enforcement, user removal and privileged-account recovery."},{"id":"permissions","label":"Access controls","status":"Company-published","cautions":[],"evidence":[{"url":"https://www.ansarada.com/data-room/transactions-security","excerpt":"With role-based access security, secure viewer modes, and watermarking, files are protected even when shared externally.","checkedAt":"2026-11-07T14:59:43.007Z"}],"nextStep":"Test least-privilege roles and cross-tenant access with separate test accounts."},{"id":"audit","label":"Auditability","status":"Company-published","cautions":[],"evidence":[{"url":"https://www.ansarada.com/data-room/transactions-security","excerpt":"From user permission controls to real-time monitoring and compliance-ready audit trails, control at every step belongs to you.","checkedAt":"2026-11-07T14:59:43.007Z"},{"url":"https://www.ansarada.com/data-room/transactions-security","excerpt":"From user permission controls to real-time monitoring and compliance-ready audit trails, control at every step belongs to you.","checkedAt":"2026-11-07T14:59:43.007Z"}],"nextStep":"Verify administrative and data-access events, retention and export."},{"id":"privacy","label":"Data handling","status":"Not found","cautions":[],"evidence":[],"nextStep":"Review DPA, subprocessors, retention, deletion, residency and AI training use."},{"id":"reliability","label":"Reliability & support","status":"Not found","cautions":[],"evidence":[],"nextStep":"Request SLA, incident history, recovery targets and support escalation terms."},{"id":"outcomes","label":"Product effectiveness","status":"Company-published","cautions":[],"evidence":[{"url":"https://ansarada.com/","excerpt":"Predict the winning bidder with near perfect accuracy by day 7 of the deal.","checkedAt":"2026-11-07T14:59:43.007Z"},{"url":"https://www.ansarada.com/data-room/transactions-dashboard-reporting","excerpt":"### Identify engaged bidders with 97% accuracy","checkedAt":"2026-11-07T14:59:43.007Z"}],"nextStep":"Run a representative pilot against your current workflow; measure errors, missed cases, time saved and human review cost."}],"sourceCount":5},"enterpriseEvidence":["Ansarada is ISO 27001 certified and has a SOC2 attestation","Our GDPR-aligned, ISO 27001 certified platform, with a SOC2 attestation, automatically captures the documentation you need to satisfy regulators and pass internal reviews","Stay compliant with GDPR requirements and ISO 27001 certification – trusted by the world's largest institutions for over 15 years"],"readinessCheckedAt":"2026-11-07T14:59:43.007Z","apiEvidence":[],"apiCheckedAt":"2026-10-16T03:23:28.579Z","apiDocs":null},{"query":"Investment deal making","name":"Dealogic","domain":"dealogic.com","description":"Banking market intelligence","fit":"adjacent","readiness":"Enterprise claimed","api":"Unknown","discoveryReadiness":"","discoveryApi":"Public API with official developer docs","evidence":"Standardized platform for ECM, DCM, and M&A data across global investment banks.","angle":"Can the platform provide unified real-time insights across both coverage and execution teams within large investment banks?","sources":[{"url":"https://dealogic.com/","title":"Dealogic: A trusted partner to top financial firms worldwide","kind":"Official website · fresh crawl","excerpt":"Dealogic: A trusted partner to top financial firms worldwide\n\n# Dealogic is a trusted partner to top financial firms worldwide\n\nOur content and software solutions power the global capital markets. Whether helping banks run their business via industry-standard data, or enhancing the way banks and investment firms connect on deals, events, and compliance – Dealogic is the answer.\n\n1. - Report\n- Investment Banking\n\nApril 2026\n\n# Global Markets Rankings 1Q2026\n2. # Visit ION Analytics for more insights\n\nView all insights\n3. - Report\n- Capital Markets\n\nOctober 2025\n\n# ECM Highlights: 9M25\n4. - Report\n- Investment Banking\n\nDecember 2025\n\n# M&A Highlights FY25\n5. - Report\n- Capital Markets\n\nOctober 2025\n\n# Loan Highlights: 9M25\n6. # Reach out to media team for data requests\n\nE-mail Media team (mediarelations@iongroup.com)\n7. # Register for access to Dealogic Insights, Rankings, and data analytics\n\nRegister Here\n8. - Report\n- Capital Markets\n\nOctober 2025\n\n# LevFin Highlights: 9M25\n9. - Report\n- Capital Markets\n\nOctober 2025\n\n# Bond Highlights: 9M25\n10. # Stay Connected with Us on LinkedIn\n\n Connect Now \n\n# In The Press\n\n1. > ## Warburg Pincus looks to sell business services firm for more than $3bn\n> \n> Financial Times Read article \n2. > ## The Year’s Biggest Deal Could Yield a Record Payout for Bank of America\n> \n> The Wall Street Journal Read article","publishedAt":null,"checkedAt":"2026-10-16T03:23:36.826Z"},{"url":"https://dealogic.com/insight/global-markets-rankings-1q2026/","title":"Global Markets Rankings 1Q2026 - dealogic.com","kind":"Official website · fresh crawl","excerpt":"Global Markets Rankings 1Q2026 - dealogic.com\n\n### IB Revenue Rankings\n\nGlobal IB revenue rose 14% YoY to $28.2bn in Q1, led by North America, the highest Q1 since 2021.\n\n### ECM Rankings\n\nECM rockets to highest Q1 revenue since 2021, driven by volumes up 35% and deals up 20%.\n\n### M&A Rankings\n\nGlobal M&A delivers a blockbuster Q1: Revenues hit a record $11.3bn, while volumes reached the second‑highest Q1 on record at $1.38tn.\n\n### DCM Rankings\n\nJPMorgan leads Global DCM volume ranking, while BofA Securities, BNP Paribas, and HSBC rank first across the Americas, EMEA, and Asia, respectively.\n\n### Loans Rankings\n\nBofA Securities tops global syndicated loan volume rankings.\n\n### Leveraged Finance Rankings\n\nJPMorgan leads LevFin revenue rankings in the US, while BNP Paribas tops Europe.\n\nFor clients, reach out to [email protected] For media data requests, reach out to [email protected]","publishedAt":"2026-04-13T19:24:08.000Z","checkedAt":"2026-10-16T03:23:36.826Z"},{"url":"https://dealogic.com/insight/ecm-highlights-9m25/","title":"ECM Highlights: 9M25 - dealogic.com","kind":"Official website · fresh crawl","excerpt":"ECM Highlights: 9M25 - dealogic.com\n\n# ECM Highlights: 9M25\n\n## Global: ECM bulls charge ahead despite mounting global pressures\n\nA flurry of large US IPOs and a rejuvenation of APAC ECM has powered equity dealmaking in the third quarter to volumes of USD 271.4bn, the best 3Q for the asset class since 2021.\n\nSo far this year, volumes have clocked in at USD 686.8bn, also the highest 9M haul since – you guessed it – 2021, according to Dealogic data.\n\nWhile volumes are nowhere close to the USD 1.26tn total for the first three quarters of that knockout year, or even the USD 917.4bn of 9M20, deal flow this year has propelled optimism that market conditions have normalized from the fallow years that accompanied the global interest rate hiking cycle between 2022 and 2024.","publishedAt":"2025-10-30T13:32:07.000Z","checkedAt":"2026-10-16T03:23:36.826Z"},{"url":"https://dealogic.com/platform/investment-banking-capital-markets/","title":"The Dealogic Platform - Investment Banking and Capital Markets","kind":"Exa indexed profile","excerpt":"The Dealogic Platform - Investment Banking and Capital Markets\n\n# Investment Banking / Capital Markets\n\nAlign all your bankers to target clients across the financial markets and grow revenue.\n\n## Make better strategic decisions\n\nSiloes get in the way: Product bankers and Coverage bankers can miss opportunities, Management can get frustrated. Connect all teams in your bank on Cortex and discover the power of having everyone using the same data to win business and drive value.\n\n## Mobility at your fingertips\n\nThe award-winning Dealogic app keeps you updated about important deals and valuable clients while on the road.\n\n## To help you, our powerful platform offers:\n\n- Standard-setting content and data across ECM, DCM, Leveraged Finance, Loans, and M&A, with thousands of deals added every month\n- Integrated classifications based on your bank’s proprietary view (with stringent security protection)\n- Comparative analysis with performance measures so your bankers play to their strengths\n- Origination analysis that can uncover fee generators and growth areas, with data including lock ups, debt maturity, M&A-related financing, and more\n- Proprietary revenue modeling with benchmark analysis and aggregate investment-banking fee data\n- A personalized view for what’s important to you, with choices of region, client, sector, and more\n\nContact us today to see the advantages of the platform. And ask how Feeds can help you grow wallet share.\n\n1. # Security at Dealogic\n\nDealogic is committed to maintaining stringent information security from our processes to our platform, products, people, and practices.\n\n Learn more about our Security \n2. # Content and Data\n\nThe foundation of the Dealogic platform and the industry standard relied on by clients and publications worldwide.\n\n See the bread","publishedAt":null}],"citations":[{"url":"https://www.lseg.com/en/solutions/investment-banking","title":"Investment Banking Intelligence & Deal Solutions | LSEG","field":"angle","confidence":"high"},{"url":"https://dealogic.com/platform/investment-banking-capital-markets/","title":"The Dealogic Platform - Investment Banking and Capital Markets","field":"angle","confidence":"high"},{"url":"https://dealogic.com/platform/investment-banking-capital-markets/","title":"The Dealogic Platform - Investment Banking and Capital Markets","field":"api","confidence":"high"},{"url":"https://www.lseg.com/en/solutions/investment-banking","title":"Investment Banking Intelligence & Deal Solutions | LSEG","field":"description","confidence":"high"},{"url":"https://dealogic.com/platform/investment-banking-capital-markets/","title":"The Dealogic Platform - Investment Banking and Capital Markets","field":"description","confidence":"high"},{"url":"https://dealogic.com/platform/investment-banking-capital-markets/","title":"The Dealogic Platform - Investment Banking and Capital Markets","field":"domain","confidence":"high"},{"url":"https://dealogic.com/platform/investment-banking-capital-markets/","title":"The Dealogic Platform - Investment Banking and Capital Markets","field":"evidence","confidence":"high"},{"url":"https://dealogic.com/platform/investment-banking-capital-markets/","title":"The Dealogic Platform - Investment Banking and Capital Markets","field":"fit","confidence":"high"},{"url":"https://dealogic.com/platform/investment-banking-capital-markets/","title":"The Dealogic Platform - Investment Banking and Capital Markets","field":"name","confidence":"high"}],"metrics":[{"label":"Published metric","value":"> ## Warburg Pincus looks to sell business services firm for more than $3bn\n> \n> Financial Times Read article \n2","kind":"Company claim"},{"label":"Published metric","value":"Global IB revenue rose 14% YoY to $28.2bn in Q1, led by North America, the highest Q1 since 2021","kind":"Company claim"},{"label":"Published metric","value":"ECM rockets to highest Q1 revenue since 2021, driven by volumes up 35% and deals up 20%","kind":"Company claim"}],"checkedAt":"2026-10-16T03:23:36.826Z","freshness":"Live website check","rank":8,"confidence":"Medium","refreshStatus":"Refreshed","assessment":{"rubric":"Software","takeaway":"Insufficient published evidence to assess suitability.","version":3,"checkedAt":"2026-10-16T03:23:36.826Z","sourceCount":3,"coverage":{"published":0,"total":7,"verified":0},"verdict":"Insufficient enterprise evidence","summary":"Public pages can document claims, but cannot establish that controls work or that the product performs well in your environment.","dimensions":[{"id":"assurance","label":"Security assurance","status":"Not found","evidence":[],"cautions":[],"nextStep":"Request the current audit report, scope, exceptions and expiry; confirm the vendor entity."},{"id":"identity","label":"SSO & provisioning","status":"Not found","evidence":[],"cautions":[],"nextStep":"Test SSO enforcement, user removal and privileged-account recovery."},{"id":"permissions","label":"Access controls","status":"Not found","evidence":[],"cautions":[],"nextStep":"Test least-privilege roles and cross-tenant access with separate test accounts."},{"id":"audit","label":"Auditability","status":"Not found","evidence":[],"cautions":[],"nextStep":"Verify administrative and data-access events, retention and export."},{"id":"privacy","label":"Data handling","status":"Not found","evidence":[],"cautions":[],"nextStep":"Review DPA, subprocessors, retention, deletion, residency and AI training use."},{"id":"reliability","label":"Reliability & support","status":"Not found","evidence":[],"cautions":[],"nextStep":"Request SLA, incident history, recovery targets and support escalation terms."},{"id":"outcomes","label":"Product effectiveness","status":"Not found","evidence":[],"cautions":[],"nextStep":"Run a representative pilot against your current workflow; measure errors, missed cases, time saved and human review cost."}],"tested":false,"quality":"Not independently tested","nextSteps":["Request the current audit report, scope, exceptions and expiry; confirm the vendor entity.","Test SSO enforcement, user removal and privileged-account recovery.","Test least-privilege roles and cross-tenant access with separate test accounts."]},"enterpriseEvidence":[],"readinessCheckedAt":"2026-10-16T03:23:28.505Z","apiEvidence":[],"apiCheckedAt":"2026-10-16T03:23:28.505Z","apiDocs":null},{"query":"Investment deal making","name":"LSEG Workspace","domain":"lseg.com","description":"Financial ecosystem intelligence","fit":"direct","readiness":"Enterprise claimed","api":"Public API","discoveryReadiness":"","discoveryApi":"Public API available","evidence":"Integrated workflow connecting SDC Platinum data and AI-powered insights for investment bankers.","angle":"Can the workspace integrate proprietary client data models without compromising security?","sources":[{"url":"https://lseg.com/","title":"Financial Markets Infrastructure and Data | LSEG","kind":"Official website · fresh crawl","excerpt":"Financial Markets Infrastructure and Data | LSEG\n\n# Make more possible\n\nUnlock the power of markets with LSEG's trusted data, insights and infrastructure\n\n## Featured products and brands\n\n### Workspace\n\nDATA & ANALYTICS\n\n### Workspace\n\nWorkspace brings together trusted data, news, analytics and workflows to help customers make faster, more confident decisions.\n\nRISK INTELLIGENCE\n\n### World-Check\n\nRISK INTELLIGENCE\n\n### World-Check\n\nWorld-Check supports KYC and due diligence by providing structured risk intelligence to help identify and manage financial crime, sanctions and reputational risk.\n\n### FXall\n\n### FXall\n\nFXall enables more efficient FX trading through integrated access to liquidity, execution tools and post-trade support in a single workflow.\n\n### LCH SwapClear\n\nSwapClear improves margin and capital efficiency by clearing OTC interest rate swaps through a deep global liquidity pool.\n\n### FTSE Global Equity Index\n\n### FTSE Global Equity Index\n\nFTSE Global Equity Index Series (GEIS) helps customers to benchmark global equity performance and build investment products through a transparent, rules-based view of global markets.\n\nData Catalogue helps customers discover, understand and access LSEG data more easily, making it simpler to integrate into workflows.\n\nNavigate global markets and make confident decisions with trusted data, actionable insights, and AI-powered workflows.\n\n### Risk Intelligence\n\nManage risk and meet regulatory obligations with our screening, onboarding and fraud prevention solutions. \n\nReduce counterparty risk and improve capital and operational efficiency through our trusted, resilient clearing services.\n\n### FTSE Russell\n\nMeasure performance, manage risk, and build index-linked products with leading indices, benchmarks, and analytics.\n\n### Lo","publishedAt":null,"checkedAt":"2026-10-16T03:23:36.826Z"},{"url":"https://www.lseg.com/content/dam/lseg/en_us/documents/guides/third-party-information-security-ddq-faq.pdf","title":"Information/Cyber Security Due Diligence – FAQ for Suppliers","kind":"Official website · fresh crawl","excerpt":"CORPORATE\n\nInformation/Cyber Security Due Diligence – Frequently Asked Questions for Suppliers\n\n| | Question | Answer |\n| --- | --- | --- |\n| 1. | Why do I have to complete an Information/cyber security survey? | LSEG’s Third Parties are required to support the onboarding process by completing a cyber security assessment. The type of cyber assessment is triggered based on the level of risk and criticality associated with the services provided by the Third Party. |\n| 2. | What language can the answer and evidence documentation to be provided in? | English. The official language of the firm is English. Third Parties with documents in other languages are required to provide translated copies to us. |\n| 3. | How does the Due Diligence process work? | The Due Diligence process is managed by the Third-Party Assurance team, who will engage the Third Party initially. If a cyber assessment is required (based on the risk level of the services) the vendor will receive an email from Prevalent. Cyber assessment and review of the surveys and Third-Party documentation is managed by the LSEG Cyber Security Third Party Assurance team. |\n| 4. | How long will the Third Party have to complete the Cyber Questionnaire? | 15 working days |\n| 5. | Does the Third Party have to provide evidence documentation? | Yes |\n| 6. | What type of evidence documentation will LSEG accept from Third Parties? | Each question will have a desired Information Security documentation listed. We also accept SOC 2 reports, HITRUST type documents, ISO Certification and Statement of Applicability. Please note we may contact Third Parties if we identify gaps in the documentation provided. |\n| 7. | What happens after the Third Party completes the Cyber Survey? | The LSEG Cyber team will review the submission, if there a","publishedAt":null,"checkedAt":"2026-10-16T03:23:36.826Z"},{"url":"https://www.lseg.com/content/dam/data-analytics/en_us/documents/support/workspace/service-description.pdf","title":"LSEG Workspace - Service Overview","kind":"Official website · fresh crawl","excerpt":"#### LSEG Workspace Service Overview\n\nAbout this document 1\n\n## Contents\n\nAbout this document ... 3 \nIntended readership ... 3 \nIn this guide ... 3 \nPrivacy ... 3 \nFurther information ... 3 \nAbout LSEG Workspace ... 4 \nLSEG Workspace products ... 4 \nDiscover ... 5 \nPurchase and renew ... 6 \nOrdering LSEG Workspace ... 6 \nPurchasing additional application ... 6 \nPurchasing LSEG apps ... 6 \nPurchasing additional content ... 6 \nBilling ... 6 \nUser maintenance ... 6 \nRenewals and cancellations ... 6 \nSetup ... 7 \nDeployment ... 7 \nLSEG hosted ... 7 \nCustomer managed ... 7 \nInstallation and onboarding ... 7 \nWindows and macOS desktop ... 7 \nSystem requirements ... 7 \nInstallation support ... 7 \nLSEG Workspace web access ... 7 \nLSEG Workspace mobile access ... 7 \nSingle sign-on ... 7 \nWelcome emails ... 8 \nProfile information ... 8 \nSuccessful installation ... 8 \nProduct usage ... 9 \nProduct languages ... 9 \nGeneral security ... 9 \nHow personal data is used within LSEG Workspace ... 9 \nBusiness Continuity (BC) and Disaster Recovery (DR) ... 9 \nInformation security ... 9 \nLegal and regulatory ... 10 \nCommunications ... 10 \nSecurity patches ... 10 \nHelp and support ... 11 \nLanguages and availability ... 11 \n\nAbout this document 2 \nLive chat ... 11 \nCustomer support ... 11 \nResolver groups ... 12 \nTraining and documentation ... 12 \nFeedback and continuous improvement ... 12 \nCodeBook and LSEG Workspace APIs ... 13 \nWhat is CodeBook? ... 13 \nLSEG Workspace APIs ... 13 \nWhy is the support model for CodeBook and Workspace APIs different? ... 13 \nSupport Model for CodeBook and Workspace APIs ... 13 \nEvolution ... 14 \nUpdates ... 14 \nUpgrades ... 14 \nLSEG Workspace desktop access ... 14 \nLSEG Workspace web access ... 15 \nLSEG Workspace mobile access ... 15 \nLSEG Messenger ... 15 \nApp","publishedAt":null,"checkedAt":"2026-10-16T03:23:36.826Z"},{"url":"https://www.lseg.com/content/dam/lseg/en_us/documents/policies/lseg-privacy-exhibit-purchase-order-terms-conditions.pdf","title":"LSEG Privacy Exhibit Purchase Order Terms and Conditions - February 2025","kind":"Official website · fresh crawl","excerpt":"## CORPORATE\n\nPRIVACY EXHIBIT TO PURCHASE ORDER TERMS AND CONDITIONS (“PO”) 1. Scope of Applicability. This Privacy Exhibit (“Exhibit”) (as may be updated by LSEG from time to time) is applicable for Products or Services where a Seller is processing LSEG Data provided by or on behalf of LSEG. The PO governs this Exhibit; where this Exhibit conflicts with the PO, this Exhibit shall govern. 2. Definitions. “Data Protection Laws” mean all applicable laws, standards and regulations governing the processing of Personal Information and security, including the General Data Protection Regulation ((EU) 2016/679), the Data Protection Act 2018, and UK GDPR as defined therein, the California Consumer Privacy Act of 2018 (as amended from time to time), the Hong Kong Personal Data (Privacy) Ordinance (Cap 486) and the China Personal Information Protection Law (“PIPL”) and any applicable law in China (for the purpose of this Exhibit only, reference to \"China\" excludes Hong Kong SAR, Macau SAR and Taiwan) relating to cyber-security or the use of personal information, in each case as may be amended or enacted from time to time. “Personal Information” means any information relating to an identified or identifiable natural person (as well as other information defined as “personal data,” “personal information” or equivalent term under Data Protection Laws); an identifiable person is one who can be identified, directly or indirectly (\"Data Subject\"). “Process\" and its derivatives, means any operation or set of operations that is performed upon LSEG Data, whether or not by automatic means, such as access, collection, recording, organization, storage, adaptation or alteration, retrieval, consultation, use, disclosure by transmission, dissemination or otherwise making available, alignment or c","publishedAt":null,"checkedAt":"2026-10-16T03:23:36.826Z"},{"url":"https://developers.lseg.com/en/api-catalog/customer-and-third-party-screening/world-check-one-api","title":"World-Check One API | Developer Community","kind":"Official website · fresh crawl","excerpt":"World-Check One API | Developer Community\n\n1. Overview \n2. Quickstart \n3. Documentation \n4. Downloads \n5. Tutorials \n6. Enhancements \n\nCompliance doesn’t have to be slow, complex, or too manual. Imagine a world where your end-to-end risk screening workflows are seamless, automated, and lightning-fast. That’s exactly what our World-Check One API delivers.\n\nFaster Onboarding. Smarter Compliance. Seamless Automation.\n\n- Introduction\n- Get started\n- Troubleshooting and Support\n- Stay Informed\n- About us\n\n### Fight financial crime with future-ready technology\n\nFor 25 years, World-Check has delivered trusted data to help financial institutions and businesses comply with mandatory KYC, anti-money laundering, counter terrorism financing, bribery and corruption regulations.\n\nLSEG World-Check One API combines the power of World-Check's trusted risk intelligence data and the advanced screening capabilities of the World-Check One platform to create a solution that is flexible, scalable and easy to integrate. A workflow-based API, delivered as a REST/JSON web service accessible exclusively over HTTPS, that enables faster checks, fewer false positives, and clearer insight into financial crime, sanctions, PEPs and reputational risks.\n\nOur API enables you to process large volumes of information by integrating our advanced, future-ready technology into your existing systems. It streamlines risk screening workflows for diverse use cases, including Onboarding, Know Your Customer (KYC), Third-party due diligence, and Transaction screening while also supporting continuous monitoring with our ongoing screening capabilities and fewer false positives.\n\nBuilt with cutting-edge technology, our API delivers immediate benefits: it enhances efficiency by automating manual processes, reduces costs, ","publishedAt":null,"checkedAt":"2026-10-16T03:23:36.826Z"},{"url":"https://www.lseg.com/en/solutions/investment-banking","title":"Investment Banking Intelligence & Deal Solutions | LSEG","kind":"Exa indexed profile","excerpt":"Investment Banking Intelligence & Deal Solutions | LSEG\n\n# Investment banking\n\nAccess trusted intelligence, AI-powered insights, and connected workflows designed for investment bankers. Identify opportunities, build stronger pitches, structure better deals, and stay ahead of the competition.\n\n## Deals and league tables \n\nAnalyse global deal and market volume against over 3.3 million transactions announced in 225 countries since the 1970s, providing valuable market context and insights.\n\n## Aftermarket Research \n\nGain an edge on your prospecting, valuation and execution work with our Aftermarket Research collection, featuring insights from 1,800 contributors and over 30 million reports dating back to 1982.\n\n## Private company data \n\nAs a cornerstone of LSEG’s broader private market data portfolio, our private company dataset is built on long-standing relationships with leading partners and the PE ecosystem. \n\n## Investment banking solutions\n\n- Coverage and market monitoring\n- Idea and deal origination\n- Winning investment banking mandates\n- Evaluation and Pricing\n- Due Diligence\n- Strategy and Reporting\n\n#### LSEG Workspace\n\nStep into tomorrow’s financial ecosystem with LSEG Workspace. Your personal ecosystem of insights, news, and cutting-edge analytics, built to augment workflows and streamline your tasks. \n\n#### SDC Platinum\n\nLeverage 25+ years of trusted deals insights, data and analytics with SDC Platinum in LSEG Workspace. Monitor deal activity, uncover market trends and benchmark competitive positioning across regions, asset classes and industries.\n\n#### Financial News Service\n\nTurn market-moving news into actionable insight with exclusive Reuters News, Dow Jones content, IFR, and thousands of trusted sources, powered by advanced search, tagging, and classificatio","publishedAt":null}],"citations":[{"url":"https://www.lseg.com/en/solutions/investment-banking","title":"Investment Banking Intelligence & Deal Solutions | LSEG","field":"angle","confidence":"high"},{"url":"https://www.pyramyd.ai/roles","title":"Roles · PYRAMYD","field":"angle","confidence":"high"},{"url":"https://www.lseg.com/en/solutions/investment-banking","title":"Investment Banking Intelligence & Deal Solutions | LSEG","field":"api","confidence":"high"},{"url":"https://www.lseg.com/en/solutions/investment-banking","title":"Investment Banking Intelligence & Deal Solutions | LSEG","field":"description","confidence":"high"},{"url":"https://www.lseg.com/en/solutions/investment-banking","title":"Investment Banking Intelligence & Deal Solutions | LSEG","field":"domain","confidence":"high"},{"url":"https://www.lseg.com/en/solutions/investment-banking","title":"Investment Banking Intelligence & Deal Solutions | LSEG","field":"evidence","confidence":"high"},{"url":"https://www.lseg.com/en/solutions/investment-banking","title":"Investment Banking Intelligence & Deal Solutions | LSEG","field":"fit","confidence":"high"},{"url":"https://www.lseg.com/en/solutions/investment-banking","title":"Investment Banking Intelligence & Deal Solutions | LSEG","field":"name","confidence":"high"}],"metrics":[{"label":"Published metric","value":"Installation escalation teams are available 24 hours a day, Monday – Friday","kind":"Company claim"},{"label":"Published metric","value":"All countries (toll free): +1 800 427 7570 (+1%20800%20427%207570) Brazil: +55 11 47009629 (+55%2011%2047009629) Argentina: +54 11 53546700 (+54%2011%2053546700) Chile: +56 2 24838932 (+56%202%2024838","kind":"Company claim"}],"checkedAt":"2026-10-16T03:23:36.826Z","freshness":"Live website check","rank":9,"confidence":"High","refreshStatus":"Refreshed","assessment":{"rubric":"Software","takeaway":"Public information covers security assurance, sso & provisioning, reliability & support. Still unresolved: access controls, auditability, data handling.","version":3,"checkedAt":"2026-10-16T03:23:36.826Z","sourceCount":5,"coverage":{"published":4,"total":7,"verified":0},"verdict":"Insufficient enterprise evidence","summary":"Public pages can document claims, but cannot establish that controls work or that the product performs well in your environment.","dimensions":[{"id":"assurance","label":"Security assurance","status":"Company-published","evidence":[{"url":"https://www.lseg.com/content/dam/lseg/en_us/documents/guides/third-party-information-security-ddq-faq.pdf","excerpt":"We also accept SOC 2 reports, HITRUST type documents, ISO Certification and Statement of Applicability.","checkedAt":"2026-10-16T03:23:36.826Z"}],"cautions":[],"nextStep":"Request the current audit report, scope, exceptions and expiry; confirm the vendor entity."},{"id":"identity","label":"SSO & provisioning","status":"Company-published","evidence":[{"url":"https://www.lseg.com/content/dam/data-analytics/en_us/documents/support/workspace/service-description.pdf","excerpt":"Single sign-on ...","checkedAt":"2026-10-16T03:23:36.826Z"},{"url":"https://www.lseg.com/content/dam/data-analytics/en_us/documents/support/workspace/service-description.pdf","excerpt":"##### Single sign-on","checkedAt":"2026-10-16T03:23:36.826Z"}],"cautions":[],"nextStep":"Test SSO enforcement, user removal and privileged-account recovery."},{"id":"permissions","label":"Access controls","status":"Not found","evidence":[],"cautions":[],"nextStep":"Test least-privilege roles and cross-tenant access with separate test accounts."},{"id":"audit","label":"Auditability","status":"Not found","evidence":[],"cautions":[],"nextStep":"Verify administrative and data-access events, retention and export."},{"id":"privacy","label":"Data handling","status":"Not found","evidence":[],"cautions":[],"nextStep":"Review DPA, subprocessors, retention, deletion, residency and AI training use."},{"id":"reliability","label":"Reliability & support","status":"Company-published","evidence":[{"url":"https://www.lseg.com/content/dam/data-analytics/en_us/documents/support/workspace/service-description.pdf","excerpt":"Business Continuity (BC) and Disaster Recovery (DR) ...","checkedAt":"2026-10-16T03:23:36.826Z"}],"cautions":[],"nextStep":"Request SLA, incident history, recovery targets and support escalation terms."},{"id":"outcomes","label":"Product effectiveness","status":"Company-published","evidence":[{"url":"https://lseg.com/","excerpt":"FTSE Global Equity Index Series (GEIS) helps customers to benchmark global equity performance and build investment products through a transparent, rules-based view of global markets.","checkedAt":"2026-10-16T03:23:36.826Z"},{"url":"https://lseg.com/","excerpt":"Measure performance, manage risk, and build index-linked products with leading indices, benchmarks, and analytics.","checkedAt":"2026-10-16T03:23:36.826Z"}],"cautions":[],"nextStep":"Run a representative pilot against your current workflow; measure errors, missed cases, time saved and human review cost."}],"tested":false,"quality":"Not independently tested","nextSteps":["Test least-privilege roles and cross-tenant access with separate test accounts.","Verify administrative and data-access events, retention and export.","Review DPA, subprocessors, retention, deletion, residency and AI training use."]},"enterpriseEvidence":[],"readinessCheckedAt":"2026-10-16T03:23:28.579Z","apiEvidence":["If you already have the access, then you should also have your set of API keys which can be used to authenticate and access the API","The only change required to promote your integration to your production environment is updating the API keys within your configuration database"],"apiCheckedAt":"2026-10-16T03:23:36.826Z","apiDocs":"https://developers.lseg.com/en/api-catalog/customer-and-third-party-screening/world-check-one-api"},{"query":"Investment deal making","name":"FinBursa 360","domain":"finbursa.com","description":"Investment banking platform","fit":"direct","readiness":"Enterprise claimed","api":"Unknown","discoveryReadiness":"","discoveryApi":"Unknown","evidence":"Unified front office for investment banking, connecting CRM, deal management, and VDRs.","angle":"How customizable are the mandate-specific workflows when integrating with legacy CRM and document repository systems?","sources":[{"url":"https://finbursa.com/","kind":"Official website · fresh crawl","title":"FinBursa | The Intelligent Front Office for Private Markets","excerpt":"FinBursa | The Intelligent Front Office for Private Markets\n\n# The Intelligent Front Office for Private Markets\n\nOne secure platform for private market firms to manage relationships, investments and transactions, with collaboration and intelligence embedded throughout.\n\n## Operations, intelligence and distribution in one environment. Built on shared context, so information moves with the relationships, deals and decisions it supports.\n\nOperations\n\nManage relationships, execute deals, raise capital, control documents and collaborate with stakeholders in one operating environment.\n\nIntelligence\n\nPut institutional knowledge, market activity, relationships and documents to work through intelligence that operates across the firm.\n\nDistribution\n\nList and share private market deal information and discover opportunities through a connected private markets database.\n\n- Unified data layer\n- Context-aware AI\n- Granular permission framework\n- Complete audit trail across every module\n\n- Unified data layer\n- Context-aware AI\n- Granular permission framework\n- Complete audit trail across every module\n\nFinBursa 360\n\n## The intelligent front office for private markets. \n\nInvestment CRM Virtual Data Rooms Deal Management Opportunity Promotion Fundraising Investor Portals\n\n### One system of record for relationships, assets and activity\n\n- Relationship history and context\n\nCentralize contacts, companies, funds, properties, interactions and deal activity in one connected record.\n- Outlook-synced communications\n\nCapture emails and meetings automatically while keeping follow-ups, priorities and tasks connected to each relationship.\n- AI-powered relationship intelligence\n\nSurface relationship insights, connections and next actions from emails, calendar activity and relationship history, connect","checkedAt":"2026-11-07T14:59:43.007Z","publishedAt":null},{"url":"https://finbursa.com/solutions/private-equity","kind":"Official website · fresh crawl","title":"FinBursa 360 | Front Office for Private Equity","excerpt":"FinBursa 360 | Front Office for Private Equity\n\nFinBursa 360 · Private Equity\n\n# The Intelligent Front Office for Private Equity\n\nFinBursa 360 connects deal sourcing, diligence and execution with fundraising, co-investments and investor engagement, keeping relationships, documents, activity and intelligence connected across the private equity front office.\n\nBuilt for private equity fund managers, growth equity firms and independent sponsors.\n\nCustomer concentration Commercial · Top 3 customers are 58% of revenue\n\nChange-of-control clauses Legal · 4 supplier contracts need consent\n\nWorking capital normalization Financial · Q4 receivables above trend\n\n5 issues added to the tracker, owners assigned for your review.\n\n## Private equity workflows are connected but most systems are not\n\nA relationship can originate a deal, become relevant during diligence and later matter again in a co-investment or fundraise. The same is true of documents, communications and investment history. When that context is split across CRM, inboxes, VDRs and point solutions, teams spend time rebuilding what the firm already knows.\n\n### Relationship context gets separated from deal activity\n\nSourcing relationships, interactions and attribution can sit separately from the opportunities they generate, making it harder to carry the full relationship history into screening and execution.\n\n### Deal execution is spread across disconnected workspaces\n\nDiligence, documents, tasks, external advisers and IC preparation can span multiple systems, forcing teams to bring the deal context back together manually.\n\n### Investor relationships fragment across capital cycles\n\nFundraising, deal rooms, commitments, reporting and communication often sit in different environments, breaking continuity across funds, co-invest","checkedAt":"2026-11-07T14:59:43.007Z","publishedAt":null},{"url":"https://finbursa.com/solutions/investment-banking","kind":"Official website · fresh crawl","title":"FinBursa 360 | Front Office for Investment Banking","excerpt":"FinBursa 360 | Front Office for Investment Banking\n\n# The Intelligent Front Office for Investment Banking\n\nFinBursa 360 connects client coverage and mandate origination with transaction execution, buyer and investor processes, diligence, data rooms and capital raising, keeping relationships, documents, activity and process intelligence connected across every mandate.\n\nMeridian Industrial Group Strategic · 3 add-ons in the sector since 2023 94\n\nHarbor Peak Capital Financial sponsor · Platform in adjacent vertical 89\n\nVeltra Systems Strategic · Former client · CEO relationship 85\n\n10 outreach emails drafted with the teaser attached for your review.\n\n## Mandates move quickly but the context behind them is often fragmented\n\nA buyer on one mandate can become a prospect, referral source or client on the next. The same is true of investors, targets and advisers. When relationships, process status, documents and communications sit across CRM, spreadsheets, inboxes and standalone deal tools, teams repeatedly reconstruct the mandate while valuable transaction context remains distributed across the firm.\n\n### Coverage context gets separated from execution\n\nClient relationships, prior counterparties, introductions and communications can sit separately from the mandates they generate, making it harder to carry the full relationship history into execution and future origination.\n\n### Counterparty processes span too many systems\n\nBuyer or investor lists, outreach, document access, Q&A, bids and process status can be managed across CRM, spreadsheets, email and standalone VDRs, forcing teams to continually reconcile the process.\n\n### Mandate intelligence is difficult to reuse\n\nEvery transaction creates buyer, investor, target and adviser intelligence. When that history remains attached ","checkedAt":"2026-11-07T14:59:43.007Z","publishedAt":null},{"url":"https://finbursa.com/solutions","kind":"Official website · fresh crawl","title":"FinBursa 360 by Firm Type | Private Markets Front Office","excerpt":"FinBursa 360 by Firm Type | Private Markets Front Office\n\n# Built for the way private market firms operate\n\nExplore platform capabilities designed for different private market operating models.\n\n## Investment Managers\n\n### Private Equity\n\nManage origination, execution, fundraising and portfolio activity across private equity and growth equity strategies, including independent sponsor workflows.\n\n### Venture Capital\n\nSupport sourcing, investment workflows, fundraising, LP engagement and portfolio ecosystem management from early stage through growth.\n\n### Real Estate\n\nManage property and investment opportunities, transaction execution, fundraising, investor relationships and portfolio activity across real estate strategies.\n\n### Private Credit\n\n## Capital Owners & Allocators\n\n### Family Offices\n\nManage manager relationships, direct investments, co-investments, opportunities and investment activity across single- and multi-family office structures.\n\n## Advisory & Transaction Firms\n\n### Investment Banking\n\nExecute mandates, manage buyers and counterparties, coordinate stakeholders and distribute opportunities across M&A, corporate finance and investment banking workflows.\n\n### Advisory Firms\n\nManage fundraising, capital introduction, M&A and transaction advisory mandates from origination through execution and close.\n\n## Capital Networks & Ecosystems\n\n### Syndicates & Capital Networks\n\nDistribute opportunities, manage investor and member relationships, coordinate commitments and run deal-by-deal or SPV-based workflows with controlled visibility.\n\n## Your firm type isn’t listed?\n\nFinBursa can also support investment, advisory and other private-market organizations whose operating models span multiple categories.\n\nThe Intelligent Front Office for Private Markets\n\n1441 Broadway","checkedAt":"2026-11-07T14:59:43.007Z","publishedAt":null},{"url":"https://finbursa.com/finbursa-access/founders","kind":"Official website · fresh crawl","title":"Raise Capital & Reach Qualified Investors | FinBursa Access","excerpt":"Raise Capital & Reach Qualified Investors | FinBursa Access\n\n# List your company to raise capital or explore a sale\n\nCreate a structured listing for approved professional and qualified investors and buyers to review and engage with, while you control what stays private.\n\n- Approved Participants Only\n- Raise or Sell\n- No Brokerage or Success Fees\n\n- Approved Participants Only\n- Raise or Sell\n- No Brokerage or Success Fees\n\n## Raise capital or explore a company sale\n\nListings can be reviewed by approved family offices, investment firms, strategic buyers, syndicates and qualified individual investors participating on FinBursa Access.\n\n### Capital Raise\n\nList an equity raise for approved professional and qualified investors to review and engage with.\n\n### Company Sale\n\nList a potential company sale for approved investors and buyers, with control over when your identity and sensitive information are disclosed.\n\n## From application to engagement\n\n1\n\n### Apply\n\nSubmit basic company and contact information for review.\n\n2\n\n### Get Approved\n\nFinBursa reviews the application and confirms eligibility to participate on Access.\n\n3\n\n### List\n\nTakes 15–20 minutes. Create the listing with the raise or sale summary, key terms and supporting information, with optional photos and a video pitch. An NDA-protected light data room is included for sensitive materials.\n\n4\n\n### Go Live\n\nOnce approved, the listing becomes available on FinBursa Access for approved investors and buyers to review.\n\n5\n\n### Review\n\nReview expressions of interest and information requests, decide who to engage with and authorize access to sensitive materials individually.\n\n## Control what is visible and what stays private\n\nPresent enough information for investors and buyers to understand the opportunity, while keeping se","checkedAt":"2026-11-07T14:59:43.007Z","publishedAt":null},{"url":"https://finbursa.com/security","kind":"Official website · fresh crawl","title":"Security & Data Protection | FinBursa","excerpt":"Security & Data Protection | FinBursa\n\n# Your security is our shared responsibility.\n\nFinBursa is built to institutional-grade security standards. Below you'll find what we do to protect your data — and what you can do to stay secure.\n\n## Steps you can take to stay secure\n\n### Use Strong Authentication\n\n- Choose a password with at least 12 characters, including letters, numbers, and symbols.\n- 2-Factor Authentication (2FA) is enabled by default.\n\n### Stay Alert to Phishing & Social Engineering\n\n- FinBursa will never ask for your password or private details via email or phone.\n- Be cautious of unsolicited emails or messages pretending to be from FinBursa.\n\n### Keep Your Login Credentials Private\n\n- Never share your FinBursa password or email password with anyone.\n- If you experience login issues, reach out to our team through info@finbursa.com\n\n### Verify You're on the Official FinBursa Website\n\n- Always check that you are visiting https://www.finbursa.com\n- Our website is secured with SSL/TLS encryption to protect your data from interception.\n\n### Watch Out for Fake Emails (Email Spoofing)\n\n- Always verify that emails from FinBursa come from an @finbursa.com or @email.finbursa.com domain.\n- Be cautious with emails that request sensitive information or contain urgent security warnings.\n\n## Platform Security\n\nISO 27001 Certified\n\nFinBursa is certified to ISO/IEC 27001:2022, the internationally recognized standard for information security management.\n\n### SOC 2 Type I Completed\n\nFinBursa has completed its SOC 2 Type I examination, assessing the design of controls relevant to security. SOC 2 Type II is planned as the next stage of our assurance program.\n\n### GDPR-Aligned Data Protection Controls\n\nLawful-basis processes, Data Processing Agreements, Standard Contractual Claus","checkedAt":"2026-11-07T14:59:43.007Z","publishedAt":null},{"url":"https://finbursa.com/faq","kind":"Official website · fresh crawl","title":"FinBursa FAQ | Frequently Asked Questions","excerpt":"FinBursa FAQ | Frequently Asked Questions\n\n# Everything you need to know about FinBursa.\n\nClear answers on the platform, modules, ALF, security, pricing and how firms and participants use FinBursa across the private market lifecycle.\n\nWhat is FinBursa?\n\nFinBursa is a front-office investment management platform for private markets, combining FinBursa 360 with a connected professional distribution network through FinBursa Access. FinBursa 360 connects Investment CRM, Deal Management, Fundraising, Virtual Data Rooms, Client Portals, Opportunity Promotion and AI through shared context and a shared data model. FinBursa Access extends that environment to opportunity discovery and distribution across a network of professional investors and private market participants.\n\nWho is FinBursa built for?\n\nFinBursa 360 is built for private equity, venture capital, investment banking, advisory firms, family offices, syndicates and capital networks, and other private market firms with similar investment, transaction, fundraising and relationship workflows. FinBursa Access is built for professional and eligible investors, founders and other capital seekers, fund managers, investment banks, advisory firms and lead syndicates.\n\nWhat is the difference between FinBursa 360 and FinBursa Access?\n\nFinBursa 360 is the intelligent front office for private market firms: a private, configurable environment for managing relationships, investments, transactions, fundraising, asset sales, documents and external collaboration. FinBursa Access is the connected professional opportunity discovery and distribution network, where investors can discover opportunities and firms or capital seekers can distribute them. The two environments are connected through the FinBursa platform.\n\nCan I use FinBursa 360 and F","checkedAt":"2026-10-16T03:23:35.057Z","publishedAt":null},{"url":"https://finbursa.com/solutions/investment-banking","kind":"Exa indexed profile","title":"FinBursa 360 | Front Office for Investment Banking","excerpt":"FinBursa 360 | Front Office for Investment Banking\n\n# The Intelligent Front Office for Investment Banking\n\nFinBursa 360 connects client coverage and mandate origination with transaction execution, buyer and investor processes, diligence, data rooms and capital raising, keeping relationships, documents, activity and process intelligence connected across every mandate.\n\nI shortlisted 24 buyers from your CRM and past transactions, ranked by strategic fit and acquisition history.\n\nMeridian Industrial Group Strategic · 3 add-ons in the sector since 2023 94\n\nHarbor Peak Capital Financial sponsor · Platform in adjacent vertical 89\n\nVeltra Systems Strategic · Former client · CEO relationship 85\n\n+21 more buyers\n\nSA Draft NDA outreach to the top 10 buyers.\n\n10 outreach emails drafted with the teaser attached for your review.\n\n/ Ask ALF about a mandate, buyer or process... Who are the best-fit buyers for this sell-side mandate?\n\n## Mandates move quickly but the context behind them is often fragmented\n\nA buyer on one mandate can become a prospect, referral source or client on the next. The same is true of investors, targets and advisers. When relationships, process status, documents and communications sit across CRM, spreadsheets, inboxes and standalone deal tools, teams repeatedly reconstruct the mandate while valuable transaction context remains distributed across the firm.\n\n### Coverage context gets separated from execution\n\nClient relationships, prior counterparties, introductions and communications can sit separately from the mandates they generate, making it harder to carry the full relationship history into execution and future origination.\n\n### Counterparty processes span too many systems\n\nBuyer or investor lists, outreach, document access, Q&A, bids and process status can","publishedAt":null}],"citations":[{"url":"https://finbursa.com/solutions/investment-banking","field":"angle","title":"FinBursa 360 | Front Office for Investment Banking","confidence":"high"},{"url":"https://www.pyramyd.ai/roles","field":"angle","title":"Roles · PYRAMYD","confidence":"high"},{"url":"https://finbursa.com/solutions/investment-banking","field":"api","title":"FinBursa 360 | Front Office for Investment Banking","confidence":"high"},{"url":"https://finbursa.com/solutions/investment-banking","field":"description","title":"FinBursa 360 | Front Office for Investment Banking","confidence":"high"},{"url":"https://finbursa.com/solutions/investment-banking","field":"domain","title":"FinBursa 360 | Front Office for Investment Banking","confidence":"high"},{"url":"https://finbursa.com/solutions/investment-banking","field":"evidence","title":"FinBursa 360 | Front Office for Investment Banking","confidence":"high"},{"url":"https://finbursa.com/solutions/investment-banking","field":"fit","title":"FinBursa 360 | Front Office for Investment Banking","confidence":"high"},{"url":"https://finbursa.com/solutions/investment-banking","field":"name","title":"FinBursa 360 | Front Office for Investment Banking","confidence":"high"}],"metrics":[{"kind":"Company claim","label":"Published metric","value":"Customer concentration Commercial · Top 3 customers are 58% of revenue"},{"kind":"Company claim","label":"Published metric","value":"Takes 15–20 minutes"}],"checkedAt":"2026-11-07T14:59:43.007Z","freshness":"Live website check","rank":10,"confidence":"High","refreshStatus":"Refreshed","assessment":{"rubric":"Software","tested":false,"quality":"Not independently tested","summary":"Public pages can document claims, but cannot establish that controls work or that the product performs well in your environment.","verdict":"Procurement review needed","version":3,"coverage":{"total":7,"verified":0,"published":4},"takeaway":"Public information covers sso & provisioning, auditability, data handling. Still unresolved: security assurance, access controls, product effectiveness.","checkedAt":"2026-11-07T14:59:43.007Z","nextSteps":["Request the current audit report, scope, exceptions and expiry; confirm the vendor entity.","Test least-privilege roles and cross-tenant access with separate test accounts.","Run a representative pilot against your current workflow; measure errors, missed cases, time saved and human review cost."],"dimensions":[{"id":"assurance","label":"Security assurance","status":"Mixed claims — review","cautions":[{"url":"https://finbursa.com/security","excerpt":"SOC 2 Type II is planned as the next stage of our assurance program.","checkedAt":"2026-11-07T14:59:43.007Z"}],"evidence":[{"url":"https://finbursa.com/finbursa-access/founders","excerpt":"ISO 27001:2022 Certified · SOC 2 Type I Completed · GDPR-Aligned Data Protection · Encryption","checkedAt":"2026-11-07T14:59:43.007Z"},{"url":"https://finbursa.com/security","excerpt":"ISO 27001 Certified","checkedAt":"2026-11-07T14:59:43.007Z"}],"nextStep":"Request the current audit report, scope, exceptions and expiry; confirm the vendor entity."},{"id":"identity","label":"SSO & provisioning","status":"Company-published","cautions":[],"evidence":[{"url":"https://finbursa.com/security","excerpt":"Single Sign-On (SSO), Multi-Factor Authentication (MFA), and least-privilege access principles govern access to internal systems.","checkedAt":"2026-11-07T14:59:43.007Z"}],"nextStep":"Test SSO enforcement, user removal and privileged-account recovery."},{"id":"permissions","label":"Access controls","status":"Not found","cautions":[],"evidence":[],"nextStep":"Test least-privilege roles and cross-tenant access with separate test accounts."},{"id":"audit","label":"Auditability","status":"Company-published","cautions":[],"evidence":[{"url":"https://finbursa.com/","excerpt":"- Complete audit trail across every module","checkedAt":"2026-11-07T14:59:43.007Z"},{"url":"https://finbursa.com/","excerpt":"- Complete audit trail across every module","checkedAt":"2026-11-07T14:59:43.007Z"}],"nextStep":"Verify administrative and data-access events, retention and export."},{"id":"privacy","label":"Data handling","status":"Company-published","cautions":[],"evidence":[{"url":"https://finbursa.com/security","excerpt":"Lawful-basis processes, Data Processing Agreements, Standard Contractual Clauses, and data-subject request workflows are maintained as part of FinBursa's data protection framework.","checkedAt":"2026-11-07T14:59:43.007Z"}],"nextStep":"Review DPA, subprocessors, retention, deletion, residency and AI training use."},{"id":"reliability","label":"Reliability & support","status":"Company-published","cautions":[],"evidence":[{"url":"https://finbursa.com/security","excerpt":"### Backup & Disaster Recovery","checkedAt":"2026-11-07T14:59:43.007Z"}],"nextStep":"Request SLA, incident history, recovery targets and support escalation terms."},{"id":"outcomes","label":"Product effectiveness","status":"Not found","cautions":[],"evidence":[],"nextStep":"Run a representative pilot against your current workflow; measure errors, missed cases, time saved and human review cost."}],"sourceCount":6},"enterpriseEvidence":["ISO 27001:2022 Certified · SOC 2 Type I Completed · GDPR-Aligned Data Protection · Encryption","ISO 27001 Certified","SOC 2 Type II is planned as the next stage of our assurance program"],"readinessCheckedAt":"2026-11-07T14:59:43.007Z","apiEvidence":[],"apiCheckedAt":"2026-10-16T03:23:28.505Z","apiDocs":null},{"query":"AI for Finance","name":"AlphaSense","domain":"alpha-sense.com","description":"financial research platform","fit":"direct","readiness":"Enterprise claimed","api":"API mentioned","discoveryReadiness":"","discoveryApi":"Unknown","evidence":"AlphaSense is described as a financial research platform where decision-grade AI retrieves, ranks, and reasons over 500M+ premium sources and unifies filings, broker research, and other expert content for financial professionals. The market map places AlphaSense across origination and research workflows in investment banking.","angle":"For your finance workflow, does AlphaSense’s governed retrieval-and-reasoning reduce the time to produce defensible company/market answers with source traceability, or do you still need a separate tool for diligence document review and modeling?","sources":[{"url":"https://alpha-sense.com/","kind":"Official website · fresh crawl","title":"AlphaSense | Market Intelligence and Search Platform","excerpt":"AlphaSense | Market Intelligence and Search Platform\n\nAccelerate your workflow with \n\nAI insights you can trust\n\nYour biggest decisions deserve the most trusted AI platform for actionable insights. See why the best choose AlphaSense.\n\nAI workflows that speak your market’s language\n\n## Meet SuperAnalyst\n\nThe AI analyst for financial and strategic work. It monitors what matters and delivers cited, decision-ready outputs, 24/7.\n\nThe most expansive collection of curated sources, all in one place\n\n01 02 03 04\n\n## 01 500M+ premium financial and business documents\n\nDerive proprietary insights from an unrivaled content set including Tegus expert transcripts, broker research, company filings, private and public financial data — alongside your firm’s internal content.\n\n## 02 Integrated workflows, not isolated insights\n\nAlphaSense unifies your entire research workflow in one intuitive platform, eliminating fragmented sources and giving you streamlined, connected insights.\n\n## 03 Decisions made with confidence, not hesitance\n\nGenAI provides real-time insights that ground your most important decisions in reliable expertise, and position you to consistently outpace your competitors.\n\n## 04 Highly synthesized insights for hard-to-answer questions\n\nAlphaSense uses the most advanced AI models available, focused on high-quality content that can’t be found anywhere else to generate outputs you can trust, with sentence-level citations and no hallucinations.\n\n## From first signal to final deliverable, without losing the thread\n\nAlphaSense now covers the full arc of how finance and strategy teams work — from initial research to the models and decks that go to clients and committees. Generate slide decks and reports directly in the platform. Build and iterate on financial models in Excel. Pop","checkedAt":"2026-10-24T16:11:43.935Z","publishedAt":null},{"url":"https://trust.alpha-sense.com/","kind":"Official website · fresh crawl","title":"AlphaSense Trust Center | Powered by SafeBase","excerpt":"AlphaSense Trust Center | Powered by SafeBase\n\n# Trust Center\n\n## Overview\n\nWelcome to AlphaSense's Trust Center. Our commitment to data privacy and security is embedded in every part of our business. Use this Trust Center to learn about our security posture and request access to our security documentation.\n\n## Compliance\n\n- ISO/IEC 27001:2022\n- SOC 2\n- SOC 2 Type 2\n\n## Documents\n\nDOCUMENTS Bridge Letters\n\nPOLICIES Acceptable Use Policy\n\nPOLICIES Access Control Policy\n\nAI AI Governance\n\nAPP SECURITY Application Penetration Testing\n\nPOLICIES Asset Management Policy\n\nPOLICIES Backup and Restore Policy\n\nPOLICIES Business Continuity/Disaster Recovery (BC/DR) Policy\n\nBC/DR Business Continuity Plan (BCP)\n\nPOLICIES Change Control Policy\n\nLEGAL Cyber Insurance\n\nPOLICIES Data Classification Policy\n\n## Due Diligence Collateral\n\n- Standard DDQ\n\n## Reports\n\n- Pentest Report\n- Security Whitepaper\n- Network Diagram\n\n## Policies\n\n- Acceptable Use Policy\n- Access Control Policy\n- Asset Management Policy\n- View more\n\n## AI\n\n- AI Governance\n\n## App Security\n\n- Responsible Disclosure\n- Application Penetration Testing\n- Software Development Lifecycle\n\n## Legal\n\n- Subprocessors\n- Cyber Insurance\n- Privacy Policy\n\n## Data Security\n\n- Sensitive Data Management\n\n## Training\n\n## Product Security\n\n- Integrations\n\n## BC/DR\n\n- Business Continuity Plan (BCP)\n\n## Change Management\n\nWe have a change and configuration management process in place to ensure that changes are properly reviewed and approved.\n\n## Continuous Monitoring\n\n- Security Information & Event Management (SIEM)\n\n## Corporate Security\n\n- Incident Response\n\n## Incident Response\n\n- Incident Reporting Process\n\n## Network Security\n\n- Data Loss Prevention\n\n## Security Grades\n\n- SecurityScorecard\n\nPlatform Grade\n- CryptCheck\n\nPlatform Grade ","checkedAt":"2026-10-24T16:11:43.935Z","publishedAt":null},{"url":"https://www.alpha-sense.com/security/","kind":"Official website · fresh crawl","title":"Security | AlphaSense","excerpt":"Security | AlphaSense\n\nSecurity & Privacy\n\nA comprehensive approach to security & privacy\n\nAlphaSense is trusted by the world’s most regulated industries to securely handle data end-to-end, including storage, transmission, networks, systems, and procedures.\n\nGenerative AI | Integrations | Cloud Hosting\n\n## Our secure and resilient AI platform protects your organization’s confidential information.\n\nYour data is protected with end-to-end encryption in storage and in transit\n\nWe partner with Amazon for best-in-class cloud security\n\nOur procedures comply with global security standards, including SOC 2 and ISO/IEC 27001\n\nThe AlphaSense network is secured with firewalls and encryption\n\nFrequent tests and audits maintain our safety standards over time\n\n LLMs are never trained on customer content, and we exclusively partner with LLM providers that enforce zero data retention policies\n\nCompliance/Certifications Encryption Generative AI User Data Cloud Hosting Cloud Security\n\n✔ AlphaSense complies with industry-leading frameworks including SOC 2 Type 2 compliance and ISO/IEC 27001 certification.\n\n✔ We do regular audits and penetration testing for identifying vulnerabilities through third-party security experts\n\n✔ Personal data, including email and username, are protected in accordance with GDPR regulations\n\n✔ Our daily backup policy guarantees data can be restored if lost\n\n✔ Our emergency protocol ensures preparedness and continuous protection in case of unforeseen events\n\n✔ We constantly assess, evaluate and manage information technology risk, including third-party penetration testing\n\nYour data is protected with end-to-end encryption in storage and in transit\n\n✔ End user communication to AlphaSense servers is done via HTTPS secure web protocol and behind a user-authenticated lo","checkedAt":"2026-10-24T16:11:43.935Z","publishedAt":null},{"url":"https://www.alpha-sense.com/security/cloud-security/","kind":"Official website · fresh crawl","title":"Cloud Security | AlphaSense","excerpt":"Cloud Security | AlphaSense\n\nCloud Security\n\nSecure, flexible hosting personalized to your organization\n\nOur flexible hosting options ensure scalability while staying secure, compliant and efficient.\n\n## Cloud Security\n\nThe AlphaSense network is secured with firewalls and encryption\n\nAlphaSense servers are hosted behind a firewall\n\nwith ingress and egress ports turned off, and are limited to a single HTTPS access on the server catering to user requests\n\nSubsystems are further isolated to Virtual Private Clouds\n\nwithout Internet access, which limits access to only specific named servers within the firewall, and via secure one-way encryption keys\n\nCustomer data is isolated physically at rest\n\nthrough dedicated buckets (S3) for storing customers content and also isolated logically when being indexed and processed\n\nAlphaSense encrypts customers' content\n\nat rest and in-transit\n\nWe partner with Amazon for best-in-class cloud security\n\n✔ Amazon Web Services’ state-of-the-art infrastructure, electronic surveillance, and multi-factor access control systems provide strong protection for users’ data\n\n✔ Amazon’s data centers are staffed 24/7 by trained security technicians, subject to strict background checks, and access is authorized strictly on a privileged basis\n\n✔ Access to servers is protected by multi-factor authentication (MFA) protocols, and user access control is managed by Identity Access Management tools, via secure communication sessions over SSL/TLS\n\nClients have full control over the data you upload into the AI platform.\n\n✔ Bring Your Own Key (BYOK) and Bring Your Own Bucket (BYOB) support is available for organizations requiring full control over their encryption keys.\n\n✔ Use customer-managed keys to generate and decrypt the data keys using a key policy.\n\n✔ Generate","checkedAt":"2026-10-24T16:11:43.935Z","publishedAt":null},{"url":"https://developer.alpha-sense.com/enterprise","kind":"Official website · fresh crawl","title":"Enterprise Intelligence: Private Cloud | AlphaSense Documentation","excerpt":"Enterprise Intelligence | AlphaSense Documentation\n\nOn this page\n\n## Overview​\n\nAlphaSense Enterprise Intelligence is a secure, end-to-end generative AI-powered market intelligence platform that unlocks critical insights from a universe of premium external and your proprietary internal content.\n\nAlphaSense offers multiple deployment options to meet varying security and compliance requirements:\n\n- Software as a Service (SaaS): Our standard offering, hosted and managed by AlphaSense\n- SaaS with Bring Your Own Key (BYOK): Standard offering with customer-managed encryption keys\n- SaaS with Bring Your Own Bucket (BYOB): Standard offering with customer-managed encryption keys and customer document storage is hosted in client buckets\n\nAlphaSense Enterprise Intelligence is built for organizations with strict data governance and security requirements. Deploy with the option that fits your compliance needs, then immediately leverage powerful search and Gen AI capabilities on your internal content using a library of out-of-the-box data connectors.\n\n### Federated Search​\n\nAccess AlphaSense's premium content library of 300M+ business research documents through secure mTLS (mutual authentication Transport Security Layer) connectivity. Your internal content never leaves your network - search requests for AlphaSense content are encrypted and routed through an allowlisted Enterprise Gateway, with results delivered back through a private, secure mTLS network.\n\n### Security & Compliance​\n\nAlphaSense maintains ISO 27001 and SOC 2 certifications, ensuring the highest standards of security practices. All data is encrypted at rest and in transit following the FIPS 140-2 standard, while SAML 2.0 support enables secure authentication. We conduct regular third-party penetration testing to valida","checkedAt":"2026-10-24T16:11:43.935Z","publishedAt":null},{"url":"https://www.alpha-sense.com/privacy-notice/","kind":"Official website · fresh crawl","title":"Privacy Notice | AlphaSense","excerpt":"Privacy Notice | AlphaSense\n\nAlphaSense Privacy Notice\n\nLast Updated: June 19, 2026\n\nThe Structure of This Privacy Notice\n\nThis Privacy Notice is organised into sections that apply to different people who interact with AlphaSense, Inc. and its affiliates (“ AlphaSense”, “ we”, “ us”, or “ our”). You should read the Introduction and General Information Section, and the Sections that are relevant to you:\n\n- Section A – Introduction and General Information (applies to everyone)\n- Section B – Public Website Visitors\n- Section C – Customers and Prospective Customers\n- Section D – Experts and Candidate Experts\n- Section E – Your Rights, Complaints, and Other Information (applies to everyone)\n\n## Section A: Introduction and General Information\n\nThis Section applies to all individuals whose personal data AlphaSense processes.\n\nA1. About This Privacy Notice\n\nThis Privacy Notice is published by AlphaSense. It explains how we collect, use, disclose, retain, and otherwise process personal data relating to individuals who interact with us, including visitors to our public websites, current and prospective customers and users of our services, experts and candidate experts participating in our expert network, event attendees, business contacts, and other individuals whose personal data we process in connection with our business operations. This Privacy Notice also explains the rights available to individuals under applicable data protection and privacy laws and how those rights may be exercised.\n\nWhere AlphaSense provides services to customers, the processing of personal data in connection with those services may also be governed by the applicable customer agreement, data processing agreement, or other contractual documentation. In the event of a conflict between this Privacy Notice a","checkedAt":"2026-10-24T16:11:43.935Z","publishedAt":null},{"url":"https://help.alpha-sense.com/hc/en-us/articles/42228515804307-AlphaSense-Security-Reliability-Overview","kind":"Official website · fresh crawl","title":"AlphaSense Security & Reliability Overview – Help Center","excerpt":"AlphaSense Security & Reliability Overview – Help Center\n\n# AlphaSense Security & Reliability Overview \n\n Kristin Mize \n\n September 16, 2025 18:59 Updated \n\n## This document reviews data security, data architecture, software, and more for an IT audience\n\nAlphaSense classifies data in terms of legal requirements, sensitivity, and business criticality in order to ensure that information is given the appropriate level of protection. Individual organizations, departments, and divisions are responsible for identifying the specific requirements associated with their data, and are accountable for ensuring that their information assets are maintained in accordance with any appropriate legal or business requirements.\n\nFor more information, visit our Trust Center.\n\n- Data Centers & Admin Access\n- User Authentication and Data Transmission Security\n- Network Security\n- Single Sign-On (SSO)\n- Data Security and Retention Policies\n- Threat and Vulnerability / Intrusion Detection\n- Audit Controls / User Activity Reporting\n- Content Integration Overview by Channel Type\n\n- Manual/One Time Uploads\n\n- Email-In\n- Manual File Uploads\n- Web Clipper\n- Automatic/Continuous Sync\n\n- FileSync\n- Evernote\n- OneNote or SharePoint\n- Box\n- Google Drive\n- Bulk/Programmatic Uploads\n\n- SFTP\n- Ingestion API\n\n## Data Centers & Admin Access\n\nAlphaSense partners with Amazon Web Services (AWS), a world-class, secure data center provider, and utilizes its state-of-the art electronic surveillance and multi-factor access control systems.\n\nAccess to servers hosted by AWS is protected by multi-factor authentication (MFA) protocols, and user access control is managed by Identity Access Management tools, via secure communication sessions over SSL/TLS.\n\n## User Authentication and Data Transmission Security\n\nAll end us","checkedAt":"2026-10-24T16:11:43.935Z","publishedAt":null},{"url":"https://developer.alpha-sense.com/agent-api/sso-authentication","kind":"Official website · fresh crawl","title":"SSO Authentication | AlphaSense Documentation","excerpt":"SSO Authentication | AlphaSense Documentation\n\nOn this page\n\nBeta feature\n\nThis feature is in beta. Your AlphaSense account team must enable it on your account before you can use this authentication flow.\n\nThis page is for accounts that sign in to AlphaSense through SSO (single sign-on / SAML). Because SSO accounts do not have a separate AlphaSense password, they authenticate to the API with a refresh token grant. You generate a long-lived refresh token once from the AlphaSense web app, then exchange it for short-lived access tokens whenever you call the API.\n\nWhich flow should I use?\n\n- You sign in with SSO (your organization's identity provider, no AlphaSense password) — use this page.\n- You sign in with an AlphaSense username and password — use Authentication (Username & Password) instead.\n\nThe refresh-token grant described here is the go-forward authentication method for all accounts. If you are unsure which applies to you, ask your AlphaSense account team.\n\n## Overview​\n\nThere are two parts to SSO authentication:\n\n1. One-time setup (in the web app): Copy your API credentials and generate a refresh token from the API Keys page.\n2. Every time you call the API (in code): Send the access token to the API and if that expires generate a new access token using the refresh token.\n\nAuth endpoint:\n\nThere is an updated authentication endpoint for SSO Authentication.\n\nPOST https://auth.research.alpha-sense.com/oauth/token \n\n## Step 1 — Get your API credentials​\n\nYour credentials live on the API Keys page in the AlphaSense web app:\n\n1. Sign in to research.alpha-sense.com.\n2. Open Preferences.\n3. Select API Keys.\n\nIf your account has an API license attached, the API Credentials panel shows everything you need to authenticate:\n\n| Field | Description |\n| --- | --- |\n| Client ID | ","checkedAt":"2026-10-24T16:11:43.935Z","publishedAt":null}],"citations":[{"url":"https://www.alpha-sense.com/solutions/financial-research-platform/","field":"name","title":"Financial Research Platform for the World’s Top Firms","confidence":"high"},{"url":"https://www.alpha-sense.com/solutions/financial-research-platform/","field":"domain","title":"Financial Research Platform for the World’s Top Firms","confidence":"high"},{"url":"https://www.alpha-sense.com/solutions/financial-research-platform/","field":"description","title":"Financial Research Platform for the World’s Top Firms","confidence":"high"},{"url":"https://openfutureforum.com/research/investment-banking-ai-market-map","field":"fit","title":"Investment Banking AI Market Map 2026","confidence":"high"},{"url":"https://www.alpha-sense.com/solutions/financial-research-platform/","field":"fit","title":"Financial Research Platform for the World’s Top Firms","confidence":"high"},{"url":"https://www.alpha-sense.com/solutions/financial-research-platform/","field":"api","title":"Financial Research Platform for the World’s Top Firms","confidence":"low"},{"url":"https://www.alpha-sense.com/solutions/financial-research-platform/","field":"evidence","title":"Financial Research Platform for the World’s Top Firms","confidence":"high"},{"url":"https://openfutureforum.com/research/investment-banking-ai-market-map","field":"evidence","title":"Investment Banking AI Market Map 2026","confidence":"high"},{"url":"https://www.alpha-sense.com/solutions/financial-research-platform/","field":"angle","title":"Financial Research Platform for the World’s Top Firms","confidence":"medium"},{"url":"https://openfutureforum.com/research/investment-banking-ai-market-map","field":"angle","title":"Investment Banking AI Market Map 2026","confidence":"medium"}],"metrics":[{"kind":"Company claim","label":"Published metric","value":"✔ We have a 98% citation accuracy rate, meaning 98% of the time a result is cited correctly based on its source material"},{"kind":"Company claim","label":"Published metric","value":"The default is 1800 (30 minutes)"},{"kind":"Company claim","label":"Published metric","value":"Access tokens are valid for 30 minutes"}],"checkedAt":"2026-10-24T16:11:43.935Z","freshness":"Live website check","rank":0,"confidence":"High","refreshStatus":"Refreshed","assessment":{"rubric":"Software","tested":false,"quality":"Not independently tested","summary":"Public pages can document claims, but cannot establish that controls work or that the product performs well in your environment.","verdict":"Procurement review needed","version":3,"coverage":{"total":7,"verified":0,"published":3},"takeaway":"Public information covers sso & provisioning, access controls, product effectiveness. Still unresolved: security assurance, auditability, data handling.","checkedAt":"2026-10-24T16:11:43.935Z","nextSteps":["Request the current audit report, scope, exceptions and expiry; confirm the vendor entity.","Verify administrative and data-access events, retention and export.","Review DPA, subprocessors, retention, deletion, residency and AI training use."],"dimensions":[{"id":"assurance","label":"Security assurance","status":"Mixed claims — review","cautions":[{"url":"https://www.alpha-sense.com/security/","excerpt":"Our procedures comply with global security standards, including SOC 2 and ISO/IEC 27001","checkedAt":"2026-10-24T16:11:43.935Z"}],"evidence":[{"url":"https://trust.alpha-sense.com/","excerpt":"- SOC 2 Type 2","checkedAt":"2026-10-24T16:11:43.935Z"},{"url":"https://www.alpha-sense.com/security/","excerpt":"✔ AlphaSense complies with industry-leading frameworks including SOC 2 Type 2 compliance and ISO/IEC 27001 certification.","checkedAt":"2026-10-24T16:11:43.935Z"}],"nextStep":"Request the current audit report, scope, exceptions and expiry; confirm the vendor entity."},{"id":"identity","label":"SSO & provisioning","status":"Company-published","cautions":[],"evidence":[{"url":"https://developer.alpha-sense.com/enterprise","excerpt":"All data is encrypted at rest and in transit following the FIPS 140-2 standard, while SAML 2.0 support enables secure authentication.","checkedAt":"2026-10-24T16:11:43.935Z"},{"url":"https://developer.alpha-sense.com/enterprise","excerpt":"We support SCIM-based user management and automated user provisioning compatible with Azure AD, Okta, or OneLogin.","checkedAt":"2026-10-24T16:11:43.935Z"}],"nextStep":"Test SSO enforcement, user removal and privileged-account recovery."},{"id":"permissions","label":"Access controls","status":"Company-published","cautions":[],"evidence":[{"url":"https://www.alpha-sense.com/security/cloud-security/","excerpt":"AlphaSense uses logical tenant isolation to ensure that each customer's data is separated from other customers' data.","checkedAt":"2026-10-24T16:11:43.935Z"}],"nextStep":"Test least-privilege roles and cross-tenant access with separate test accounts."},{"id":"audit","label":"Auditability","status":"Not found","cautions":[],"evidence":[],"nextStep":"Verify administrative and data-access events, retention and export."},{"id":"privacy","label":"Data handling","status":"Mixed claims — review","cautions":[{"url":"https://www.alpha-sense.com/security/","excerpt":"LLMs are never trained on customer content, and we exclusively partner with LLM providers that enforce zero data retention policies","checkedAt":"2026-10-24T16:11:43.935Z"},{"url":"https://www.alpha-sense.com/security/cloud-security/","excerpt":"✔ Strict access controls, not using your data for AI model training, comprehensive data protection practices, and a GDPR-compliant Data Processing Addendum (DPA) remain in full effect.","checkedAt":"2026-10-24T16:11:43.935Z"}],"evidence":[{"url":"https://trust.alpha-sense.com/","excerpt":"- Subprocessors","checkedAt":"2026-10-24T16:11:43.935Z"},{"url":"https://www.alpha-sense.com/security/","excerpt":"We work exclusively with LLM vendors who adhere to a strict zero data retention policy.","checkedAt":"2026-10-24T16:11:43.935Z"}],"nextStep":"Review DPA, subprocessors, retention, deletion, residency and AI training use."},{"id":"reliability","label":"Reliability & support","status":"Mixed claims — review","cautions":[{"url":"https://www.alpha-sense.com/security/","excerpt":"What is your incident response process?","checkedAt":"2026-10-24T16:11:43.935Z"},{"url":"https://www.alpha-sense.com/security/cloud-security/","excerpt":"What disaster recovery and business continuity plans are in place?","checkedAt":"2026-10-24T16:11:43.935Z"}],"evidence":[{"url":"https://trust.alpha-sense.com/","excerpt":"POLICIES Business Continuity/Disaster Recovery (BC/DR) Policy","checkedAt":"2026-10-24T16:11:43.935Z"},{"url":"https://trust.alpha-sense.com/","excerpt":"- Incident Response","checkedAt":"2026-10-24T16:11:43.935Z"}],"nextStep":"Request SLA, incident history, recovery targets and support escalation terms."},{"id":"outcomes","label":"Product effectiveness","status":"Company-published","cautions":[],"evidence":[{"url":"https://www.alpha-sense.com/security/","excerpt":"✔ We have a 98% citation accuracy rate, meaning 98% of the time a result is cited correctly based on its source material.","checkedAt":"2026-10-24T16:11:43.935Z"}],"nextStep":"Run a representative pilot against your current workflow; measure errors, missed cases, time saved and human review cost."}],"sourceCount":10},"enterpriseEvidence":["- ISO/IEC 27001:2022\n- SOC 2\n- SOC 2 Type 2","✔ AlphaSense complies with industry-leading frameworks including SOC 2 Type 2 compliance and ISO/IEC 27001 certification","The company complies with industry-leading frameworks and certifications such as SOC 2 Type II, and ISO 27001, and supports customer-specific compliance needs including data residency and auditability"],"readinessCheckedAt":"2026-10-24T16:11:43.935Z","apiEvidence":["One-time setup (in the web app): Copy your API credentials and generate a refresh token from the API Keys page","Your credentials live on the API Keys page in the AlphaSense web app:","Select API Keys"],"apiCheckedAt":"2026-10-24T16:11:43.935Z","apiDocs":null},{"name":"Genios AI","domain":"geniosai.co","description":"Financial intelligence platform for analysis, pitch decks, and financial modeling.","readiness":"Enterprise claimed","api":"No API yet","discoveryReadiness":"Enterprise claimed","discoveryApi":"No API stated","evidence":"Employs 27 people; headquartered in Santa Clara, CA.","angle":"Focuses on financial intelligence; lacks explicit security certification evidence.","sources":[{"url":"https://geniosai.co/","kind":"Official website · fresh crawl","title":"geniosAI | Your Financial Intelligence Team","excerpt":"geniosAI | Your Financial Intelligence Team\n\n# Your Financial Intelligence Team.\n\nThe Groundwork Done The Judgement Yours Traceable to Its Source\n\n## A Team Behind Every Number, and an Audit Trail Behind Every Answer.\n\n1. Accuracy The numbers, the lines in the memo and the conclusion all come from a source you can open, never invented to fill a gap.\n2. Transparency Watch your team work. Each step appears as it is taken, not summarised once it is over.\n3. Auditability Hand it to your auditor and they can follow it without you, not rebuild it from memory.\n4. Compounds The more work it does, the more of your firm it knows. Next quarter starts where this one finished, not from a blank page.\n\n## Build Your Team.\n\nSix of them, two ways of thinking, one answer.\n\n## Brief the Team.\n\nThe ask that sounds like your Monday.\n\n## Every Answer, Traceable.\n\nA number is only as good as the audit trail behind it.\n\nAdjusted EBITDA was $38.4m last quarter, 11% ahead of the same quarter last year.\n\n01 Revenue $412.6m as booked, net of credits Q3 close, 14 Oct Consolidated income statement, line 1. Posted 14 Oct 09:21 by the Controller, after the late credit notes of $3.2m were taken off $415.8m.\n\n02 Operating costs before depreciation and amortisation $376.5m payroll, vendors, leases General ledger, Q3 Accounts 4000 to 6900, excluding 7100 depreciation and 7200 amortisation. Includes the $1.4m vendor accrual raised against Q3.\n\n03 One-offs added back $2.3m legal settlement, restructuring Board pack, note 4 $1.1m legal settlement, signed 22 Aug, and $1.2m restructuring, which is the cost programme's cost to achieve this quarter.\n\n04 Same quarter last year $34.6m same basis, adjusted Q3 last year, as restated Restated in the 2025 annual report for the segment change. As first reported it was ","checkedAt":"2026-11-02T15:12:57.889Z","publishedAt":null},{"url":"https://geniosai.co/security","kind":"Official website · fresh crawl","title":"Security | geniosAI","excerpt":"Security | geniosAI\n\nTrust and compliance\n\n# Built for Institutional Confidence\n\n- ### Dedicated Context\n\nComplete control of your data. We enable logical and physical data separation, including within your own firm.\n\n- Multiple cloud infrastructure options available\n- Complete isolation from other clients\n- Fine-grained permissioning\n- ### Zero-Training Policy\n\nClient data is never used to train models. Your proprietary information, methodologies, and intellectual capital remain exclusively yours.\n\n- No model training on client data\n- Proprietary IP protection\n- No cross-client data exposure\n- ### Full Audit Logs, Zero Ambiguity\n\nCustomizable record retention and compliance-grade traceability logs. Every calculation, source reference, and model change is logged and retrievable.\n\n- Customizable retention periods\n- Compliance-grade traceability logs\n- Complete audit trail for all operations\n- ### Enterprise Standards\n\nBuilt to meet the security and compliance requirements of global financial institutions.\n\n- Data encryption at rest and in transit\n- Role based access control\n\n## Infrastructure of Trust\n\nDiscuss your organization's security and compliance requirements with our team.","checkedAt":"2026-11-02T15:12:57.889Z","publishedAt":null},{"url":"https://geniosai.co/","kind":"Exa indexed profile","title":"Genios AI","excerpt":"# Genios AI\n\nGenios AI is a Technology, Information and Internet company. geniosᵃ is a financial intelligence platform that offers a range of services including analysis, pitch deck, financial model, and market research. It provides a methodology, standards, and voice to help clients make informed decisions. Genios AI employs 27 people (+237.5% YoY, +19 people). Headquartered in Santa Clara, California, United States, with an office in San Jose. Its workforce is distributed across United States and India.\n\n## About\n\nFinancial Superintelligence to automate your most complex finance workflows.\n\n## Company Details\n- Industry: Technology, Information and Internet\n- Type: Privately held\n- Headquarters: Santa Clara, United States\n- Homepage: geniosai.co\n- Aliases: genios ai\n- LinkedIn: linkedin.com/company/genios-ai\n- Linkedin Followers: 1,140\n\n## Workforce\n- Employees: 27\n- Company Size: 11-50 employees\n  - Yearly Growth: +237.5%\n- Key Executives:\n  - Ashish Raniwala: Chief Technology Officer\n  - Gagan (Sherry) Nijjar: Co-Founder Head of Engineering\n  - Hiteshwar Singh: Head of Machine Learning (Founding Team)\n  - Michael Baresich: Head of Product\n  - Michael McCormack: Founder / CXO\n  - Prabhdeep (PD) Singh: Co-Founder / CEO\n- Breakdown:\n  - By Country: United States: 17 (63%), India: 6 (22%)\n  - By Department: Technical: 13 (48%), General Management: 3 (11%), Other Department: 2 (7%), Product: 2 (7%), Design: 1 (4%), Marketing: 1 (4%), Research: 1 (4%)\n  - By Seniority: Specialist: 14 (52%), Head: 3 (11%), Clevel: 2 (7%), Other Management: 2 (7%), Founder: 1 (4%), Senior: 1 (4%)\n- Active job postings: 3\n- Talent Sources: Zovanij (1), StartupWiki (1), Platinum Equity (1), Oseh (1), GE HealthCare (1), Flipkart (1), Cerulion (1), Babblebots AI (1), Associated Students of UC S","publishedAt":null}],"citations":[{"url":"https://geniosai.co/","field":"readiness","title":"Genios AI","confidence":"medium"},{"url":"https://geniosai.co/","field":"angle","title":"Genios AI","confidence":"high"},{"url":"https://geniosai.co/","field":"api","title":"Genios AI","confidence":"medium"},{"url":"https://geniosai.co/","field":"domain","title":"Genios AI","confidence":"high"},{"url":"https://geniosai.co/","field":"name","title":"Genios AI","confidence":"high"},{"url":"https://geniosai.co/","field":"evidence","title":"Genios AI","confidence":"high"},{"url":"https://geniosai.co/","field":"description","title":"Genios AI","confidence":"high"}],"metrics":[{"kind":"Exa estimate","label":"Team size","value":"27 people"},{"kind":"Company claim","label":"Published metric","value":"Adjusted EBITDA was $38.4m last quarter, 11% ahead of the same quarter last year"},{"kind":"Company claim","label":"Published metric","value":"01 Revenue $412.6m as booked, net of credits Q3 close, 14 Oct Consolidated income statement, line 1"},{"kind":"Company claim","label":"Published metric","value":"Posted 14 Oct 09:21 by the Controller, after the late credit notes of $3.2m were taken off $415.8m"}],"checkedAt":"2026-11-02T15:12:57.889Z","freshness":"Live website check","rank":0,"confidence":"High","refreshStatus":"Refreshed","apiDeclaration":{"source":"Project owner supplied this status on October 10, 2026; not independently confirmed.","status":"No API yet"},"enterpriseEvidence":["Documented data isolation, role-based controls, and audit logs. Company-published controls; independent certification not confirmed."],"apiEvidence":[],"apiDocs":null,"readinessCheckedAt":"2026-11-02T15:12:57.889Z","apiCheckedAt":"2026-10-11T04:52:09.208236+00:00","fit":"direct","assessment":{"rubric":"Software","tested":false,"quality":"Not independently tested","summary":"Public pages can document claims, but cannot establish that controls work or that the product performs well in your environment.","verdict":"Insufficient enterprise evidence","version":3,"coverage":{"total":7,"verified":0,"published":2},"takeaway":"Public information covers access controls, auditability. Still unresolved: security assurance, sso & provisioning, data handling.","checkedAt":"2026-11-02T15:12:57.889Z","nextSteps":["Request the current audit report, scope, exceptions and expiry; confirm the vendor entity.","Test SSO enforcement, user removal and privileged-account recovery.","Review DPA, subprocessors, retention, deletion, residency and AI training use."],"dimensions":[{"id":"assurance","label":"Security assurance","status":"Not found","cautions":[],"evidence":[],"nextStep":"Request the current audit report, scope, exceptions and expiry; confirm the vendor entity."},{"id":"identity","label":"SSO & provisioning","status":"Not found","cautions":[],"evidence":[],"nextStep":"Test SSO enforcement, user removal and privileged-account recovery."},{"id":"permissions","label":"Access controls","status":"Company-published","cautions":[],"evidence":[{"url":"https://geniosai.co/security","excerpt":"- Complete isolation from other clients","checkedAt":"2026-11-02T15:12:57.889Z"},{"url":"https://geniosai.co/security","excerpt":"- Fine-grained permissioning","checkedAt":"2026-11-02T15:12:57.889Z"}],"nextStep":"Test least-privilege roles and cross-tenant access with separate test accounts."},{"id":"audit","label":"Auditability","status":"Company-published","cautions":[],"evidence":[{"url":"https://geniosai.co/","excerpt":"## A Team Behind Every Number, and an Audit Trail Behind Every Answer.","checkedAt":"2026-11-02T15:12:57.889Z"},{"url":"https://geniosai.co/","excerpt":"A number is only as good as the audit trail behind it.","checkedAt":"2026-11-02T15:12:57.889Z"}],"nextStep":"Verify administrative and data-access events, retention and export."},{"id":"privacy","label":"Data handling","status":"Not found","cautions":[],"evidence":[],"nextStep":"Review DPA, subprocessors, retention, deletion, residency and AI training use."},{"id":"reliability","label":"Reliability & support","status":"Not found","cautions":[],"evidence":[],"nextStep":"Request SLA, incident history, recovery targets and support escalation terms."},{"id":"outcomes","label":"Product effectiveness","status":"Not found","cautions":[],"evidence":[],"nextStep":"Run a representative pilot against your current workflow; measure errors, missed cases, time saved and human review cost."}],"sourceCount":2}},{"name":"Mosaic","domain":"mosaic.pe","description":"AI-driven operating system for financial modeling in private equity and investment banking.","readiness":"Enterprise claimed","api":"Unknown","discoveryReadiness":"Enterprise claimed","discoveryApi":"No API stated","evidence":"Trusted by firms like Warburg Pincus and Evercore; represents over $1 trillion in AUM.","angle":"Focuses on deal modeling; lacks explicit mention of third-party security certifications like SOC2 or ISO27001.","sources":[{"url":"https://mosaic.pe/","kind":"Official website · fresh crawl","title":"Mosaic | Home","excerpt":"Mosaic | Home\n\n# The Future of Deals Analysis is Here.\n\nExplore the World's Leading AI Deal Modeling Platform.\n\n### Math you can trust, every single time\n\nMosaic’s deterministic platform ensures deal math is calculated the same way every time, preventing hallucinations and guaranteeing auditability.\n\n### Build a complex model in minutes, not hours\n\nTransform inputs into a fully-built model, with presentation-ready outputs in Excel, PDF, and PowerPoint in under 10 minutes\n\n### Turn Every Deal Into Data\n\nMosaic provides a structured, searchable system that captures every deal, regardless of status, unlocking immediate value with built-in analytics and benchmarking tools.\n\n## For Private Equity\n\nJoin 80+ leading private equity firms leveraging Mosaic’s deterministic platform to automate core LBO mechanics without sacrificing flexibility or auditability.\n\n## For Private Credit\n\nBuild LBOs, refinancing models, and run detailed credit analysis to underwrite deals like private credit investors—in a fraction of the time, without compromising on accuracy or flexibility.\n\n## For Investment Banking\n\nMosaic’s deterministic deal modeling platform automates core investment banking workflows with complete accuracy and traceability. Bankers reduce model iterations, accelerate decision-making, and increase deal volume while preserving quality control.\n\n“Mosaic is my go-to tool as a mega fund private equity Associate – it allows me to accelerate the tedious task of building a model’s infrastructure and allows for seamless collaboration through the intuitive visualizations. Mosaic is the future. This will become the new standard.”\n\nAssociate Mega-Cap Buyout\n\n“I love this platform. It’s quick, intuitive, and saves me and my team hours of iterating on Excel models. Less time linking, more t","checkedAt":"2026-10-31T13:59:16.607Z","publishedAt":null},{"url":"https://www.mosaic.pe/for-private-equity","kind":"Official website · fresh crawl","title":"Mosaic | For Private Equity","excerpt":"Mosaic | For Private Equity\n\n# Deal Execution, Reimagined\n\nJoin 80+ leading private equity firms leveraging Mosaic’s deterministic platform to automate core LBO mechanics without sacrificing flexibility or auditability.\n\n## From Insight to Investment\n\nGo from fragmented data to clear investment decisions—faster and with confidence.\n\nEarly-Stage Underwriting\n\nGo from CIM to a first view on returns in minutes. Powered by AI for speed, with a deterministic model you can trust.\n\nAI-Powered Model Generation\n\nUpload a CIM or send a prompt to generate a complete LBO in minutes, with AI accelerating the workflow and deterministic logic ensuring accuracy.\n\nModel Review & Diligence\n\nValidate assumptions and pressure-test models instantly, without digging through Excel.\n\nIC Outputs & Standardization\n\nExport Mosaic outputs directly to Excel, PDF, and PowerPoint, or map directly to your firms IC materials, no reformatting required.\n\nScenario Analysis\n\nRun management, base, and downside cases side-by-side and see the impact on returns in real time, without relinking formulas.\n\nFirm-Wide Consistency\n\nStandardize assumptions, model structuring, or outputs across teams while staying flexible on each deal.\n\nTake-Private Screening\n\nTurn live CapIQ or FactSet data into a fully structured investment view in minutes.\n\nCollaboration & Versioning\n\nMosaic provides a centralized, cloud-based environment where deal teams can work in parallel, track changes in real time, and maintain a single source of truth.\n\n## The Modern PE Toolkit\n\nPurpose-built tools to streamline workflows, standardize outputs, and accelerate every deal.\n\nLBO Modeling\n\nBuild fully dynamic LBOs in minutes—not hours. Instantly pressure-test purchase prices, leverage, and operating cases to see how returns move in real time. Mo","checkedAt":"2026-10-31T13:59:16.607Z","publishedAt":null},{"url":"https://www.mosaic.pe/for-private-credit","kind":"Official website · fresh crawl","title":"Mosaic | For Private Credit","excerpt":"Mosaic | For Private Credit\n\n# Underwrite with Confidence\n\nBuild LBOs, refinancing models, and run detailed credit analyses, in a fraction of the time, without compromising on accuracy or flexibility.\n\n## First Look to Final Decision\n\nHandle underwriting, diligence, and scenario analysis in one platform—built to move faster without compromising accuracy.\n\nEarly-Stage Underwriting\n\nGo from CIM, Lender Presentation, or Sponsor Model to a first view in minutes. Powered by AI for speed, with a deterministic model you can trust.\n\nAI-Powered Model Generation\n\nUpload a CIM, Lender Presentation, or Sponsor Model or send a prompt to generate a complete LBO in minutes, with AI accelerating the workflow and deterministic logic ensuring accuracy.\n\nModel Review & Diligence\n\nValidate assumptions and pressure-test models instantly, without digging through Excel.\n\nCustomized Outputs & Standardization\n\nExport Mosaic outputs directly to Excel, PDF, and PowerPoint, or map directly to your firm’s credit committee materials, no reformatting required.\n\nScenario Analysis\n\nRun management, base, and downside cases side-by-side and see the impact in real time, without relinking formulas.\n\nFirm-Wide Consistency\n\nStandardize assumptions, model structuring, or outputs across teams while staying flexible on each deal.\n\nTake-Private Screening\n\nTurn live CapIQ or FactSet data into a fully structured investment view in minutes.\n\nCollaboration & Versioning\n\nMosaic provides a centralized, cloud-based environment where deal teams can work in parallel, track changes in real time, and maintain a single source of truth.\n\n## Purpose-Built for Private Credit\n\nFrom LBOs to refinancing and credit analysis, Mosaic brings speed, precision, and standardization to every part of the underwriting process.\n\nCredit Unde","checkedAt":"2026-10-31T13:59:16.607Z","publishedAt":null},{"url":"https://www.mosaic.pe/for-investment-banking","kind":"Official website · fresh crawl","title":"Mosaic | For Investment Banking","excerpt":"Mosaic | For Investment Banking\n\n# Faster Models, Fewer Iterations\n\nMosaic’s deterministic deal modeling platform automates core investment banking workflows with complete accuracy and traceability. Bankers reduce model iterations, accelerate decision-making, and increase deal volume while preserving quality control.\n\n## Next Generation Deal Execution\n\nEmpower deal teams with faster modeling, centralized collaboration, and real-time scenario flexibility.\n\nValuation\n\nBuild fully dynamic LBO, DCF, accretion/dilution, and credit models in minutes - not hours - with complete accuracy. Mosaic automates the most time-intensive parts of modeling, from constructing operating cases to linking schedules and running sensitivities.\n\nCollaboration & Versioning\n\nMosaic provides a centralized, cloud-based environment where deal teams can work in parallel, track changes in real time, and maintain a single source of truth.\n\nAI-Powered Model Generation\n\nUpload a CIM or send a prompt to generate a complete LBO or DCF in minutes, with AI accelerating the workflow and deterministic logic ensuring accuracy.\n\nCustomized Outputs & Standardization\n\nExport directly to Excel, PowerPoint, and PDF, and map outputs to your firm’s exact formats—down to labels, layouts, and branding. Deliver consistent, MD-ready materials that match your team’s standards with no manual rework.\n\nScenario Analysis\n\nRun management, base, and downside cases side-by-side and see the impact on returns in real time, without relinking formulas.\n\nFirm-Wide Consistency\n\nStandardize assumptions, model structuring, or outputs across teams while staying flexible on each deal.\n\n## Engineered for Investment Banking\n\nMosaic provides investment banking teams with a centralized platform for dynamic modeling, scenario analysis, and clie","checkedAt":"2026-10-31T13:59:16.607Z","publishedAt":null},{"url":"https://mosaic.pe/","kind":"Exa indexed profile","title":"Mosaic","excerpt":"# Mosaic\n\nMosaic is a Financial Services company. Mosaic is a company that builds an AI-driven operating system for deal makers. They offer a platform for private equity, private credit, and investment banking, providing accurate, speed, and standardization of deal math. They also provide data analysis services and offer career opportunities. Mosaic employs 57 people (+58.3% YoY, +21 people). Headquartered in New York, New York, United States. Its workforce is distributed across 5 countries (including United States, Canada, India, Nigeria, and United Kingdom).\n\n## About\n\nFinancial modeling is at the core of every investment decision, but for many firms, it remains highly manual, repetitive, and difficult to standardize.\n\nMosaic is the AI-powered financial modeling platform purposefully built for leading buy-side and sell-side deal teams on Wall Street. We help firms build, analyze, and collaborate on financial models faster while preserving the rigor, flexibility, and judgment that institutional investing demands.\n\nRather than rebuilding models from scratch for every opportunity, firms use Mosaic to institutionalize their investment methodology, accelerate underwriting, reduce repetitive modeling work, and enable teams to spend more time evaluating businesses and less time constructing spreadsheets.\n\nToday, Mosaic is trusted by many of the world's leading private equity firms and investment banks, including Warburg Pincus, CVC Capital Partners, New Mountain Capital, Evercore, and others, representing more than $1 trillion in assets under management.\n\nWe believe the future of investing belongs to teams that can turn better analysis into better investment decisions. Mosaic is building the platform to make that possible.\n\n## Company Details\n- Industry: Financial Services\n-","publishedAt":null}],"citations":[{"url":"https://mosaic.pe/","field":"readiness","title":"Mosaic","confidence":"medium"},{"url":"https://mosaic.pe/","field":"domain","title":"Mosaic","confidence":"high"},{"url":"https://mosaic.pe/","field":"evidence","title":"Mosaic","confidence":"high"},{"url":"https://mosaic.pe/","field":"description","title":"Mosaic","confidence":"high"},{"url":"https://mosaic.pe/","field":"name","title":"Mosaic","confidence":"high"},{"url":"https://mosaic.pe/","field":"api","title":"Mosaic","confidence":"medium"},{"url":"https://mosaic.pe/","field":"angle","title":"Mosaic","confidence":"high"}],"metrics":[{"kind":"Exa estimate","label":"Team size","value":"57 people"},{"kind":"Exa estimate","label":"Total funding","value":"$19M"},{"kind":"Company claim","label":"Published metric","value":"Transform inputs into a fully-built model, with presentation-ready outputs in Excel, PDF, and PowerPoint in under 10 minutes"},{"kind":"Company claim","label":"Published metric","value":"It easily saves my team 10+ hours on each investment opportunity, freeing up hours for value-add work streams"},{"kind":"Company claim","label":"Published metric","value":"“Mosaic's Quick LBO gets me 95% of the way to an answer without 99% of the work"}],"checkedAt":"2026-10-31T13:59:16.607Z","freshness":"Live website check","rank":1,"confidence":"Medium","refreshStatus":"Refreshed","enterpriseEvidence":[],"apiEvidence":[],"apiDocs":null,"readinessCheckedAt":"2026-10-11T04:52:09.208236+00:00","apiCheckedAt":"2026-10-11T04:52:09.208236+00:00","fit":"direct","assessment":{"rubric":"Software","tested":false,"quality":"Not independently tested","summary":"Public pages can document claims, but cannot establish that controls work or that the product performs well in your environment.","verdict":"Insufficient enterprise evidence","version":3,"coverage":{"total":7,"verified":0,"published":1},"takeaway":"Public information covers product effectiveness. Still unresolved: security assurance, sso & provisioning, access controls.","checkedAt":"2026-10-31T13:59:16.607Z","nextSteps":["Request the current audit report, scope, exceptions and expiry; confirm the vendor entity.","Test SSO enforcement, user removal and privileged-account recovery.","Test least-privilege roles and cross-tenant access with separate test accounts."],"dimensions":[{"id":"assurance","label":"Security assurance","status":"Not found","cautions":[],"evidence":[],"nextStep":"Request the current audit report, scope, exceptions and expiry; confirm the vendor entity."},{"id":"identity","label":"SSO & provisioning","status":"Not found","cautions":[],"evidence":[],"nextStep":"Test SSO enforcement, user removal and privileged-account recovery."},{"id":"permissions","label":"Access controls","status":"Not found","cautions":[],"evidence":[],"nextStep":"Test least-privilege roles and cross-tenant access with separate test accounts."},{"id":"audit","label":"Auditability","status":"Not found","cautions":[],"evidence":[],"nextStep":"Verify administrative and data-access events, retention and export."},{"id":"privacy","label":"Data handling","status":"Not found","cautions":[],"evidence":[],"nextStep":"Review DPA, subprocessors, retention, deletion, residency and AI training use."},{"id":"reliability","label":"Reliability & support","status":"Not found","cautions":[],"evidence":[],"nextStep":"Request SLA, incident history, recovery targets and support escalation terms."},{"id":"outcomes","label":"Product effectiveness","status":"Company-published","cautions":[],"evidence":[{"url":"https://mosaic.pe/","excerpt":"Mosaic provides a structured, searchable system that captures every deal, regardless of status, unlocking immediate value with built-in analytics and benchmarking tools.","checkedAt":"2026-10-31T13:59:16.607Z"},{"url":"https://www.mosaic.pe/for-private-equity","excerpt":"With all models saved down in one place, value is immediately unlocked through built-in analytics and benchmarking tools.","checkedAt":"2026-10-31T13:59:16.607Z"}],"nextStep":"Run a representative pilot against your current workflow; measure errors, missed cases, time saved and human review cost."}],"sourceCount":4}},{"name":"Finster AI","domain":"finster.ai","description":"AI research partner providing proactive intelligence for investment banking and asset management.","readiness":"Enterprise claimed","api":"API mentioned","discoveryReadiness":"Enterprise claimed","discoveryApi":"Public API (via SDK/developer APIs mentioned in context of data)","evidence":"Series B funding from UBS Investment Bank and FactSet; employs 53 people.","angle":"Emphasizes auditability but lacks explicit security certification documentation.","sources":[{"url":"https://finster.ai/","kind":"Official website · fresh crawl","title":"Enterprise-grade AI for Finance Professionals.","excerpt":"# Enterprise-grade AI for Finance Professionals.\n\nIntroducing Finster AI\n\n# Enterprise-grade AI for Finance\n\nAccelerate analysis, automate workflows, and unlock potential with AI built for the rigor and demands of the modern financial services firm.\n\nRequest a Demo\n\nFinster AI\n\n## Turning complexity into clarity at enterprise scale\n\n### Private\n\nFinster is designed to meet the rigorous privacy and security standards of finance. Data controls are maintained at the user or organization level, all within your firm’s governance perimeter.\n\n### Personalized\n\nFinster adapts to the way you work. By understanding your data, role, and workflows, it surfaces insights and produces outputs tailored to your preferred templates, style, and tone.\n\n### Proactive\n\nFinster helps teams stay ahead by anticipating needs and proactively recommending the next best actions and tasks, before you need to ask.\n\nDesigned for Finance\n\n## Explore solutions\n\nInvestment Banking, Asset Management, Private Credit, Investment Banking\n\n### Finster gives investment banks an AI edge\n\nPurpose-built for banking workflows, Finster automates data synthesis, analysis, and presentation, delivering precise, traceable insights at deal speed.\n\nInvestment Banking\n\nCompare\n\n## Why Finster AI is different\n\nEnterprise-grade AI built on proprietary data and multi-model intelligence\n\nBest-in-class AI embedded directly into existing finance workflows. Covers a wide range of research, modeling, and bespoke tasks\n\nProprietary data pipeline ensures complete global coverage of 1M+ documents across 8,000+ companies, including strong EMEA and APAC coverage\n\nMulti-modal models and complex orchestration layers ensure continuous access to the best performing models with no model lock-in\n\nProactive AI agent workflows enabling analys","checkedAt":"2026-11-04T15:01:51.644Z","publishedAt":null},{"url":"https://www.finster.ai/demo","kind":"Official website · fresh crawl","title":"Try out Finster AI","excerpt":"Demo\n\n# Try out Finster AI\n\nTell us what’s slowing your team down — we’ll help you explore how Finster AI can automate it and deliver measurable results.\n\nLondon, UK\n\nNew York, USA\n\ncontact@finster.ai\n\n---\n\n## Navigation\n\n- Read more\n- Security\n- Contact\n- Request a Demo\n- Product\n- Finsights\n- News\n- Careers\n- FAQs\n- Privacy Policy\n- Terms & Conditions\n- Terms of Service","checkedAt":"2026-11-04T15:01:51.644Z","publishedAt":null},{"url":"https://www.finster.ai/solutions/investment-banking","kind":"Official website · fresh crawl","title":"AI-native Investment Banking with Finster AI","excerpt":"# AI-native Investment Banking with Finster AI\n\nPurpose-built for banking workflows, Finster automates data synthesis, analysis, and presentation, delivering precise, traceable insights at deal speed.\n\n- Built for banking workflows: AI that understands how deal teams think and work.\n- Trusted and traceable: Every insight cited, every source auditable.\n- **Automated from data to deliverable: **Accelerate analysis, decks, and decisions.\n\n### Win with insight that sees what others miss\n\nFinster unifies filings, research, market and private data along with your internal and client sources, including virtual data rooms into a single, trusted source of truth. The result: faster synthesis, fresher perspectives, and sharper analysis in seconds. Equip your team with AI that uncovers new angles, strengthens pitches, and frees time for what matters most, client wins!\n\n### Prioritize high-value tasks\n\nCut down on manual work and free up capacity for high-value tasks: e.g. building client relationships, competing for deals and sharing knowledge internally. Save time and see impacts across the board.\n\n### Ramp up research\n\nSee themes, trends and key players in minutes, with real-time intel. Get a bird’s eye view of the market almost instantly, pull comps rapidly, and create company primers in just a few clicks. Get up to speed fast, then get ahead\n\n### Build decks rapidly\n\nReusable templates and automation let you cut the time you spend preparing decks. Produce company strip profiles, summaries, CIMs and industry reports in your company’s style and branding, so you can concentrate on strategy.\n\n### Proactive, not reactive\n\nFinster’s AI agents work proactively to keep you in the loop and understand your ways of working. Get alerts on new developments and filings, set up and receive sc","checkedAt":"2026-11-04T15:01:51.644Z","publishedAt":null},{"url":"https://www.finster.ai/resources/news/finster-ai-secures-investment-from-ubs","kind":"Official website · fresh crawl","title":"Finster AI secures investment from UBS to advance AI innovation in investment banking","excerpt":"# Finster AI secures investment from UBS to advance AI innovation in investment banking\n\nAug 10, 2026\n\nInvestment reflects a focus on AI-native infrastructure supporting research, advisory, and capital markets workflows\n\nNew York, August 10th, 2026 — ​Finster AI,​​ ​​​the AI intelligence layer for financial professionals​​​, ​​today announced a strategic investment by UBS Investment Bank as part of Finster’s Series B financing round, alongside FactSet.\n\nThe investment relates to the development of AI-native workflows, secure enterprise systems, and trusted data infrastructure to support financial institutions in areas such as research, analysis, and client service.\n\n​​Finster AI is ​​an AI-native platform designed to support research, analysis, and content workflows across investment banking​​​ and asset management​​​. Finster’s intuitive platform​​​ ​​​uses AI to ​​​integrat​​​e​​​ structured financial data, unstructured content, and institutional knowledge into unified workflows​​​ to generate faster, traceable insights, and enhance client engagement.​​​\n\nThe​​​​​​ proactive AI can create ​​​client-ready briefing decks, model​​ companies and markets ahead of strategic transactions, and ​​continuously monitor sectors for emerging trends, competitive activity, opportunities, and market-moving events. By accelerating research, surfacing relevant insights, and simplifying analysis, the platform ​​​allows users​​​ to ​​​increase​​​ productivity and ​​​unlock more revenue generating opportunities. ​​​​\n\nFinster’s technology is being developed in collaboration with ecosystem partners including FactSet, whose AI for Banking platform provides a secure, unified environment for workflow automation and data-driven insight generation across investment banking and research teams.\n\n","checkedAt":"2026-11-04T15:01:51.644Z","publishedAt":null},{"url":"https://www.finster.ai/contact","kind":"Official website · fresh crawl","title":"Get started","excerpt":"Contact\n\n# Get started\n\nTell us what’s slowing your team down — we’ll help you explore how Finster AI can automate it and deliver measurable results.\n\nLondon, UK\n\nNew York, USA\n\ncontact@finster.ai\n\n---\n\n## Navigation\n\n- Read more\n- Security\n- Contact\n- Request a Demo\n- Product\n- Finsights\n- News\n- Careers\n- FAQs\n- Privacy Policy\n- Terms & Conditions\n- Terms of Service","checkedAt":"2026-11-04T15:01:51.644Z","publishedAt":null},{"url":"https://www.finster.ai/security","kind":"Official website · fresh crawl","title":"Built for Security","excerpt":"# Built for Security\n\n## Trusted by Enterprises\n\nIndustry-leading AI security and data protection.\n\nFinster was built from the ground up by an experienced team with security, privacy, compliance, and trust at the core of everything we do. We keep your company data protected with enterprise-grade security protocols, robust access controls, and private deployment options.\n\n### Your data. Your control. Our commitment\n\nAt Finster, security, privacy, and compliance are not afterthoughts—they are at the core of everything we do. We treat your data with the highest level of confidentiality, integrity, and protection, as demonstrated by our SOC 2 Type II compliance. Your data is secure with us.\n\n### No training on your data\n\nYour data is one of your most valuable assets, we will never train our AI system on it.\n\n### Granular control and full audit trails\n\nWe have designed our own AI Agent framework, ensuring we have fine-grain control of how data is processed, queried, and can provide a full audit trail of data and AI flows.\n\nGranular citations supporting top-class accuracy and effortless verification - our proprietary citations algorithm ensures that with 1-click you can see the exact cell in a table or sentence that a fact or figure comes from.\n\nZero Trust security\n\n## Secure by design\n\n#### Enterprise-grade security, engineered from the ground up\n\n###### Our platform is architected with a Zero Trust security model at its core, aligning with the rigorous standards of global financial institutions. Key principles include:\n\n#### Enforcement of least-privilege access\n\nTo minimize exposure across roles, systems, and data flows\n\n#### Strong identity and access management (IAM)\n\nLeveraging multi-factor authentication and continuous verification\n\n#### Comprehensive audit logging and","checkedAt":"2026-11-04T15:01:51.644Z","publishedAt":null},{"url":"https://www.finster.ai/product","kind":"Official website · fresh crawl","title":"Discover Finster AI","excerpt":"# Discover Finster AI\n\n###### Finster AI redefines what artificial intelligence can do for financial professionals. Designed from the ground up for institutional workflows, it synthesizes data, anticipates needs, and delivers actionable insights with precision and traceability. Empower your team to focus on strategy—not manual data work.\n\n# Tasks\n\n# Proactive AI agents, built to run complex, multi-step financial workflows on your behalf\n\nTasks can be bespoke to each firm and user, scheduled or trigger-based, and continuously work in the background to surface insights, monitor developments, and alert teams to information that could impact live deals, investment theses, or companies you care about.\n\n# Proactive AI\n\n# Finster ensures critical insights reach users as soon as they’re relevant, not after the opportunity has passed\n\nFinster goes beyond basic automations, acting like a colleague by monitoring information, running research workflows, and surfacing insights without being prompted. By combining scheduled and trigger-based agents with deep financial context, Finster ensures critical insights reach users as soon as they’re relevant, not after the opportunity has passed.\n\n# PowerPoint Automation\n\n# Finster's AI-native PowerPoint functionality is built to turn complex financial research into accurate and polished slides\n\nFinster's AI-native PowerPoint functionality automatically structures narratives, tables, and charts in your firm’s style and formatting, so teams can go from analysis to client or IC-ready decks in minutes instead of days.\n\n# Finster Dashboard\n\n# Finster’s Dashboard provides a unified view of the companies that matter most to you, bringing together company filings, broker research, financial data, and your research in one place\n\nDashboard gives analy","checkedAt":"2026-11-04T15:01:51.644Z","publishedAt":null},{"url":"https://www.finster.ai/resources/finsights","kind":"Official website · fresh crawl","title":"Finsights","excerpt":"# Finsights\n\nFinster AI Insights\n\nExplore Finsights, our hub for research-backed commentary and strategic analysis on the issues shaping the future of finance. Here, our specialists unpack emerging trends, share data-driven observations, and provide clear perspectives to help your organization stay ahead in a competitive market.\n\nFinancial AI will be judged by the output, not the model Oct 27, 2026 Two products using the same model can produce very different results. Five questions help banks assess the system built around it.\n\nFive unique integrations that give FactSet AI for Banking users an edge Aug 5, 2026 When FactSet partnered with Finster AI, a core priority was ensuring that FactSet AI for Banking users could get all the data they need, when they needed it.\n\nWhy now is a good time to be a Junior in Investment Banking Feb 5, 2026 AI is transforming how junior bankers learn, work, and grow, without replacing the fundamentals that make investment banking a powerful career launchpad.\n\nFounder Spotlight on Hoxton Ventures: From Google DeepMind to Finster, Building AI That Works for Finance Jan 28, 2026 Recently, Hoxton Ventures sat down with Finster AI founder Sid Jayakumar as part of their Founder Spotlight series.\n\n---\n\n## Navigation\n\n- Read more\n- Security\n- Contact\n- Request a Demo\n- Home\n- Product\n- Finsights\n- News\n- Careers\n- FAQs\n- Privacy Policy\n- Terms & Conditions\n- Terms of Service","checkedAt":"2026-11-04T15:01:51.644Z","publishedAt":null}],"citations":[{"url":"https://finster.ai/","field":"description","title":"Finster AI","confidence":"high"},{"url":"https://finster.ai/","field":"api","title":"Finster AI","confidence":"high"},{"url":"https://finster.ai/","field":"readiness","title":"Finster AI","confidence":"medium"},{"url":"https://finster.ai/","field":"evidence","title":"Finster AI","confidence":"high"},{"url":"https://finster.ai/","field":"domain","title":"Finster AI","confidence":"high"},{"url":"https://finster.ai/","field":"angle","title":"Finster AI","confidence":"high"},{"url":"https://finster.ai/","field":"name","title":"Finster AI","confidence":"high"}],"metrics":[{"kind":"Exa estimate","label":"Team size","value":"53 people"},{"kind":"Exa indexed profile","label":"Founded","value":"2023"},{"kind":"Exa estimate","label":"Total funding","value":"$32M"},{"kind":"Company claim","label":"Published metric","value":"Proprietary data pipeline ensures complete global coverage of 1M+ documents across 8,000+ companies, including strong EMEA and APAC coverage"},{"kind":"Company claim","label":"Published metric","value":"With over 47 years of expertise, a presence in 20 countries, and extensive multi-asset class coverage, we leverage advanced data connectivity alongside AI and next generation tools to streamline workf"}],"checkedAt":"2026-11-04T15:01:51.644Z","freshness":"Live website check","rank":3,"confidence":"High","refreshStatus":"Refreshed","fit":"direct","apiDocs":null,"assessment":{"rubric":"Software","tested":false,"quality":"Not independently tested","summary":"Public pages can document claims, but cannot establish that controls work or that the product performs well in your environment.","verdict":"Procurement review needed","version":3,"coverage":{"total":7,"verified":0,"published":4},"takeaway":"Public information covers sso & provisioning, access controls, reliability & support. Still unresolved: security assurance, auditability, data handling.","checkedAt":"2026-11-04T15:01:51.644Z","nextSteps":["Request the current audit report, scope, exceptions and expiry; confirm the vendor entity.","Verify administrative and data-access events, retention and export.","Review DPA, subprocessors, retention, deletion, residency and AI training use."],"dimensions":[{"id":"assurance","label":"Security assurance","status":"Mixed claims — review","cautions":[{"url":"https://finster.ai/resources/news/finster-faqs","excerpt":"Finster is SOC 2-compliant and can connect securely to internal systems, with no training on proprietary data.","checkedAt":"2026-11-04T15:01:51.644Z"},{"url":"https://finster.ai/resources/news/finster-faqs","excerpt":"Finster is SOC 2 compliant and all data is encrypted in transit and at rest.","checkedAt":"2026-11-04T15:01:51.644Z"}],"evidence":[{"url":"https://www.finster.ai/security","excerpt":"We treat your data with the highest level of confidentiality, integrity, and protection, as demonstrated by our SOC 2 Type II compliance.","checkedAt":"2026-11-04T15:01:51.644Z"}],"nextStep":"Request the current audit report, scope, exceptions and expiry; confirm the vendor entity."},{"id":"identity","label":"SSO & provisioning","status":"Company-published","cautions":[],"evidence":[{"url":"https://www.finster.ai/security","excerpt":"SAML-based Single Sign-On (SSO) for seamless and secure authentication","checkedAt":"2026-11-04T15:01:51.644Z"},{"url":"https://www.finster.ai/security","excerpt":"SCIM provisioning for automated user and group management","checkedAt":"2026-11-04T15:01:51.644Z"}],"nextStep":"Test SSO enforcement, user removal and privileged-account recovery."},{"id":"permissions","label":"Access controls","status":"Company-published","cautions":[],"evidence":[{"url":"https://www.finster.ai/security","excerpt":"#### Role-based access control (RBAC)","checkedAt":"2026-11-04T15:01:51.644Z"}],"nextStep":"Test least-privilege roles and cross-tenant access with separate test accounts."},{"id":"audit","label":"Auditability","status":"Mixed claims — review","cautions":[{"url":"https://finster.ai/","excerpt":"Lack source data, lineage, and audit trails needed for regulated institutions","checkedAt":"2026-11-04T15:01:51.644Z"}],"evidence":[{"url":"https://www.finster.ai/security","excerpt":"### Granular control and full audit trails","checkedAt":"2026-11-04T15:01:51.644Z"},{"url":"https://www.finster.ai/security","excerpt":"We have designed our own AI Agent framework, ensuring we have fine-grain control of how data is processed, queried, and can provide a full audit trail of data and AI flows.","checkedAt":"2026-11-04T15:01:51.644Z"}],"nextStep":"Verify administrative and data-access events, retention and export."},{"id":"privacy","label":"Data handling","status":"Not found","cautions":[],"evidence":[],"nextStep":"Review DPA, subprocessors, retention, deletion, residency and AI training use."},{"id":"reliability","label":"Reliability & support","status":"Company-published","cautions":[],"evidence":[{"url":"https://www.finster.ai/security","excerpt":"To support incident response, compliance, and real-time threat detection","checkedAt":"2026-11-04T15:01:51.644Z"}],"nextStep":"Request SLA, incident history, recovery targets and support escalation terms."},{"id":"outcomes","label":"Product effectiveness","status":"Company-published","cautions":[],"evidence":[{"url":"https://www.finster.ai/solutions/developers","excerpt":"Table Builder makes comps, screens, and benchmarks fast to create, easy to iterate on, and ready for real analytical work.","checkedAt":"2026-11-04T15:01:51.644Z"}],"nextStep":"Run a representative pilot against your current workflow; measure errors, missed cases, time saved and human review cost."}],"sourceCount":13},"apiEvidence":["Clients can use their own LLM API keys if preferred"],"apiCheckedAt":"2026-11-04T15:01:51.644Z","enterpriseEvidence":["We treat your data with the highest level of confidentiality, integrity, and protection, as demonstrated by our SOC 2 Type II compliance","We treat your data with the highest level of confidentiality, integrity, and protection, as demonstrated by our SOC 2 Type II compliance","Finster is SOC 2-compliant and can connect securely to internal systems, with no training on proprietary data"],"readinessCheckedAt":"2026-11-04T15:01:51.644Z"}],"checkedAt":"2026-10-16T03:27:53.949Z","costUsd":0.037000000000000005,"sourceCount":16,"grounding":[{"field":"assessment","citations":[{"url":"https://www.affinity.co/blog/deal-sourcing-meaning-process-strategies-tools","title":"Deal Sourcing: Process, Strategies & Best Practices [2026]"},{"url":"https://www.hebbia.com/resources/m-a-software-and-tools","title":"11 Best M&A Workflow Platforms for Investors [2026] | Hebbia"}],"confidence":"high"},{"field":"opportunities","citations":[{"url":"https://www.hebbia.com/resources/deal-sourcing-software","title":"The 9 Best Deal Sourcing Software Tools for PE, IB & M&A Teams"},{"url":"https://www.affinity.co/blog/deal-sourcing-meaning-process-strategies-tools","title":"Deal Sourcing: Process, Strategies & Best Practices [2026]"},{"url":"https://www.hebbia.com/resources/m-a-software-and-tools","title":"11 Best M&A Workflow Platforms for Investors [2026] | Hebbia"}],"confidence":"high"}],"researchMode":"Multi-angle Exa discovery + official source checks","initialLiveCheckAt":"2026-10-11T04:57:29.623Z","discoveryVersion":3,"coverage":{"strategy":"Independent workflow and category-leader searches","queries":["Find competing products for: Investment deal making","Established vendors and widely adopted products serving Investment deal making; customer deployments and alternatives, not just recent startups.","Specialist and emerging companies serving Investment deal making; direct workflow competitors and adjacent platforms, labelled separately.","Investment deal making — Investment banking financial research, deal sourcing, due diligence and transaction execution software. Identify which part of the requested workflow each serves.","AI financial research and investment banking due diligence products, including established platforms Rogo, Hebbia, AlphaSense and specialists; relevance to Investment deal making","Established vendors and widely adopted products serving Investment deal making; customer deployments and alternatives, not just recent startups.","Specialist and emerging companies serving Investment deal making; direct workflow competitors and adjacent platforms, labelled separately.","Official product vendors for Investment deal making; preserve the buyer, geography and workflow constraints.","Established vendors and widely adopted products serving Investment deal making; customer deployments and alternatives, not just recent startups.","Specialist and emerging companies serving Investment deal making; direct workflow competitors and adjacent platforms, labelled separately.","Investment deal making — Investment banking financial research, deal sourcing, due diligence and transaction execution software. Identify which part of the requested workflow each serves.","Official category-recall website checks"],"retrievedSources":33,"acceptedCompanies":15,"excludedDomains":[],"complete":true,"checkedAt":"2026-10-16T03:27:53.949Z"},"marketEvidence":{"signals":[{"type":"adoption","date":"2026-09-22","url":"https://investors.intapp.com/investor-news/news-details/2026/Forvis-Mazars-Capital-Advisors-selects-Intapp-DealCloud-with-Celeste-to-advance-firmwide-agentic-AI-strategy/default.aspx","companyDomain":"intapp.com","publisher":"Intapp, Inc. - Forvis Mazars Capital Advisors selects Intapp DealCloud with Celeste to advance firmwide agentic AI strategy","summary":"Intapp announced Forvis Mazars Capital Advisors selected DealCloud with Celeste for agentic deal workflows.","quote":"Forvis Mazars Capital Advisors has selected Intapp DealCloud with Celeste.","verified":true,"verification":"Date and quote matched retrieved source","checkedAt":"2026-10-16T03:23:36.587Z"},{"type":"launch","date":"2026-10-14","url":"https://pitchbook.com/media/press-releases/pitchbook-launches-an-agentic-platform-assistant-and-new-pitchbook-data-mcp-to-meet-investors-rapidly-evolving-workflow-needs","companyDomain":"pitchbook.com","publisher":"PitchBook Launches an Agentic Platform Assistant and New PitchBook Data MCP to Meet Investors' Rapidly Evolving Workflow Needs | PitchBook","summary":"PitchBook launched agentic AI capabilities and PitchBook Data MCP for investment workflows.","quote":"PitchBook Data MCP is currently live and available to customers upon request.","verified":true,"verification":"Date and quote matched retrieved source","checkedAt":"2026-10-16T03:23:36.587Z"},{"type":"funding","date":"2026-04-29","url":"https://rogo.com/blog/series-d","companyDomain":"rogo.com","publisher":"Rogo | Our $160M Series D and the Road Ahead","summary":"Rogo announced $160M in Series D financing.","quote":"Today we’re announcing $160M in new financing, led by Kleiner Perkins","verified":true,"verification":"Date and quote matched retrieved source","checkedAt":"2026-10-16T03:27:53.956Z"},{"type":"launch","date":"2026-08-06","url":"https://rogo.com/blog/deal-room","companyDomain":"rogo.com","publisher":"Rogo Deal Room: The Future of Dealmaking","summary":"Rogo introduced Deal Room for transaction workflows.","quote":"Rogo Deal Room is the operational layer for modern transactions.","verified":true,"verification":"Date and quote matched retrieved source","checkedAt":"2026-10-16T03:27:53.956Z"}],"checkedAt":"2026-10-16T03:27:53.949Z","costUsd":0.012},"discoveryComplete":true,"market":{"version":1,"label":"Red hot market","tone":"hot","reason":"Many direct alternatives, with recent funding, launches or customer activity across multiple companies.","direct":12,"adjacent":3,"total":15,"signals":[{"type":"launch","date":"2026-10-14","url":"https://pitchbook.com/media/press-releases/pitchbook-launches-an-agentic-platform-assistant-and-new-pitchbook-data-mcp-to-meet-investors-rapidly-evolving-workflow-needs","companyDomain":"pitchbook.com","publisher":"PitchBook Launches an Agentic Platform Assistant and New PitchBook Data MCP to Meet Investors' Rapidly Evolving Workflow Needs | PitchBook","summary":"PitchBook launched agentic AI capabilities and PitchBook Data MCP for investment workflows.","quote":"PitchBook Data MCP is currently live and available to customers upon request.","verified":true,"verification":"Date and quote matched retrieved source","checkedAt":"2026-10-16T03:23:36.587Z"},{"type":"adoption","date":"2026-09-22","url":"https://investors.intapp.com/investor-news/news-details/2026/Forvis-Mazars-Capital-Advisors-selects-Intapp-DealCloud-with-Celeste-to-advance-firmwide-agentic-AI-strategy/default.aspx","companyDomain":"intapp.com","publisher":"Intapp, Inc. - Forvis Mazars Capital Advisors selects Intapp DealCloud with Celeste to advance firmwide agentic AI strategy","summary":"Intapp announced Forvis Mazars Capital Advisors selected DealCloud with Celeste for agentic deal workflows.","quote":"Forvis Mazars Capital Advisors has selected Intapp DealCloud with Celeste.","verified":true,"verification":"Date and quote matched retrieved source","checkedAt":"2026-10-16T03:23:36.587Z"},{"type":"launch","date":"2026-08-06","url":"https://rogo.com/blog/deal-room","companyDomain":"rogo.com","publisher":"Rogo Deal Room: The Future of Dealmaking","summary":"Rogo introduced Deal Room for transaction workflows.","quote":"Rogo Deal Room is the operational layer for modern transactions.","verified":true,"verification":"Date and quote matched retrieved source","checkedAt":"2026-10-16T03:27:53.956Z"}],"unclassified":0,"signalCount":3,"signalCompanies":3,"coverage":"Multi-angle search","coverageComplete":true,"checkedAt":"2026-10-16T03:27:53.949Z","windowDays":180,"method":"Red hot: at least 6 direct vendors, 3 sourced signals in 180 days, 2 companies and 2 signal types, after multi-angle discovery. Greenfield candidate: at most 2 direct and 3 adjacent vendors plus 2 recent unmet-need sources from different publishers. Low counts alone never qualify."}},"distinctCompanies":287,"storage":"supabase"}