# Mach.io

Autonomous construction stack

Research: https://www.safecli.org/company/mach.io
Company: https://mach.io

## Evidence status

Procurement review needed
Source review: 2026-11-05T15:05:53.010Z
API: Unknown

Company-published claims, not independently verified controls. Unknown is not evidence of absence.

## Procurement checks

### Safety & supervision — Company-published

> All-weather obstacle detection and terrain mapping in dust, rain, and GPS-degraded environments — where cameras fail and LiDAR degrades.

Source: https://mach.io/
Reviewed: 2026-11-05T15:05:53.010Z

> RadX Obstacle detection & proximity alerts

Source: https://mach.io/
Reviewed: 2026-11-05T15:05:53.010Z

- [ ] Request the application-specific risk assessment and safety documentation; test emergency stops, exclusion zones and human supervision on site.
- [ ] Record reviewer, test date, scope, result and supporting artifact.

### Field deployments — Mixed claims — review

> Fleet intelligence from the cloud: mission dispatch, OTA software updates, utilization analytics, and remote diagnostics across your entire deployed fleet.

Source: https://mach.io/
Reviewed: 2026-11-05T15:05:53.010Z

> ## Deployed.

Source: https://mach.io/
Reviewed: 2026-11-05T15:05:53.010Z

> Deployed across orchards, mine haul roads, utility corridors, and defense applications where cloud latency is not an option.

Source: https://mach.io/
Reviewed: 2026-11-05T15:05:53.010Z

- [ ] Speak with a named contractor using this model on a comparable site; confirm scope, duration and operating conditions.
- [ ] Record reviewer, test date, scope, result and supporting artifact.

### Measured productivity — Mixed claims — review

> Seasonal labor shortages and precision application demands in large-scale row crops and specialty agriculture.

Source: https://mach.io/
Reviewed: 2026-11-05T15:05:53.010Z

> Frost integrated Mach perception and autonomy into ASTRO — a driverless precision sprayer built for golf course greens and commercial turf.

Source: https://mach.io/
Reviewed: 2026-11-05T15:05:53.010Z

> Highline automated commercial livestock feed delivery using camera-guided bunk tracking, automated steering, and load-cell precision — delivering the right feed amount to every pen, consistently, without a dedicated operator per machine across large-scale feedlot operations.

Source: https://mach.io/
Reviewed: 2026-11-05T15:05:53.010Z

- [ ] Run a supervised site pilot against your crew baseline; count setup, rework, downtime and intervention, not just peak speed.
- [ ] Record reviewer, test date, scope, result and supporting artifact.

### Operating limits — Mixed claims — review

> All-weather obstacle detection and terrain mapping in dust, rain, and GPS-degraded environments — where cameras fail and LiDAR degrades.

Source: https://mach.io/
Reviewed: 2026-11-05T15:05:53.010Z

> Simultaneous LTE, Wi-Fi, and sub-GHz mesh — a single hardened gateway that keeps autonomous vehicles connected in mines, orchards, and remote terrain.

Source: https://mach.io/
Reviewed: 2026-11-05T15:05:53.010Z

> Dead-reckoning, slope detection, and orientation awareness continue when GNSS drops — no external INS hardware required for your base integration.

Source: https://mach.io/solutions/command/
Reviewed: 2026-11-05T15:05:53.010Z

- [ ] Validate terrain, weather, payload, power and runtime limits against the actual site.
- [ ] Record reviewer, test date, scope, result and supporting artifact.

### Maintenance & support — Needs clarification

> Mission Control is the software that puts an operator in command of one or many autonomous machines — without requiring specialized training or an engineering background.

Source: https://mach.io/mach-software/
Reviewed: 2026-11-05T15:05:53.010Z

- [ ] Confirm local service coverage, replacement parts, operator training, response times and warranty exclusions.
- [ ] Record reviewer, test date, scope, result and supporting artifact.

### Workflow integration — Company-published

> The OEM that ships a production-grade autonomous platform first defines the reference architecture for the next decade.

Source: https://mach.io/
Reviewed: 2026-11-05T15:05:53.010Z

> Second place in a capital equipment category isn't a silver medal — it's a decade of catch-up engineering.

Source: https://mach.io/
Reviewed: 2026-11-05T15:05:53.010Z

- [ ] Test your actual plans, coordinate systems, data export and handoff to existing site workflows.
- [ ] Record reviewer, test date, scope, result and supporting artifact.

## Decision

- Owner:
- Intended use and data sensitivity:
- Blocking requirements:
- Pilot success criteria:
- Unresolved risks:
- Decision and review date: