Mach.io

All-weather obstacle detection and terrain mapping in dust, rain, and GPS-degraded environments — where cameras fail and LiDAR degrades.Reviewed 2026-11-05View source

RadX Obstacle detection & proximity alertsReviewed 2026-11-05View source

Before relying on it
Request the application-specific risk assessment and safety documentation; test emergency stops, exclusion zones and human supervision on site.

Fleet intelligence from the cloud: mission dispatch, OTA software updates, utilization analytics, and remote diagnostics across your entire deployed fleet.Reviewed 2026-11-05View source

## Deployed.Reviewed 2026-11-05View source

Deployed across orchards, mine haul roads, utility corridors, and defense applications where cloud latency is not an option.Reviewed 2026-11-05View source

Before relying on it
Speak with a named contractor using this model on a comparable site; confirm scope, duration and operating conditions.

Seasonal labor shortages and precision application demands in large-scale row crops and specialty agriculture.Reviewed 2026-11-05View source

Frost integrated Mach perception and autonomy into ASTRO — a driverless precision sprayer built for golf course greens and commercial turf.Reviewed 2026-11-05View source

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.Reviewed 2026-11-05View source

Before relying on it
Run a supervised site pilot against your crew baseline; count setup, rework, downtime and intervention, not just peak speed.

All-weather obstacle detection and terrain mapping in dust, rain, and GPS-degraded environments — where cameras fail and LiDAR degrades.Reviewed 2026-11-05View source

Simultaneous LTE, Wi-Fi, and sub-GHz mesh — a single hardened gateway that keeps autonomous vehicles connected in mines, orchards, and remote terrain.Reviewed 2026-11-05View source

Dead-reckoning, slope detection, and orientation awareness continue when GNSS drops — no external INS hardware required for your base integration.Reviewed 2026-11-05View source

Before relying on it
Validate terrain, weather, payload, power and runtime limits against the actual site.

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.Reviewed 2026-11-05View source

Before relying on it
Confirm local service coverage, replacement parts, operator training, response times and warranty exclusions.

The OEM that ships a production-grade autonomous platform first defines the reference architecture for the next decade.Reviewed 2026-11-05View source

Second place in a capital equipment category isn't a silver medal — it's a decade of catch-up engineering.Reviewed 2026-11-05View source

Before relying on it
Test your actual plans, coordinate systems, data export and handoff to existing site workflows.