Mach
Founded 2022 · 140 employees on LinkedIn · 3 known investors
Mach builds full-stack autonomy hardware and software for off-road and industrial vehicles, including phased array radar, stereo vision perception, mesh radio communications, and fleet management and navigation systems. Its technology enables OEMs of agricultural and job-site machinery to add automation across levels from operator assistance to fully driverless operation.
Also known as Mach · Mach Website
Investors · 3
Company profile
researched Aug 2026Mach develops autonomy systems for off-road and industrial vehicles, selling to original equipment manufacturers rather than end operators. Its stack combines ruggedized hardware, software and AI covering perception, navigation, machine-to-machine communications and fleet oversight, and is marketed for agriculture, land care, construction, mining, defense, maritime and logistics applications.
The product line includes Mach Radx, a patent-pending phased array radar intended to return high-resolution detections through vegetation, dust and debris; Mach Perception, a rugged edge-AI stereo vision platform for obstacle detection, classification and avoidance; Mach Nexus, a multi-mode mesh radio system linking machines to each other and to operators; Mach Command for navigation, path planning, section control, rate control and implement control; Mach Ops for site management, operation planning, route generation and fleet monitoring; and Mach Pilot, a mesh-network-enabled user interface providing emergency stop, multi-machine handling and remote control.
Mach frames its offering against a five-level automation scale, from sub-system automation (Level 1, using Nexus and Ops) and task automation (Level 2, including ISOBUS integration and visual-based steering) through operation automation (Level 3, via Mach Command with an onboard operator for safety), supervised autonomy (Level 4, using Mach Perception with continuous on-site or remote supervision) and full autonomy (Level 5, using the complete stack without human supervision).
Business model
Mach supplies autonomy hardware, software and AI components to vehicle and implement OEMs, which integrate them into their own machines and go-to-market programs.
Traction
The company reports 260 autonomous vehicles commercialized, 250,000 hours of autonomous uptime and 500,000 driverless miles navigated, with integrations on more than 30 unique vehicle platforms across more than 10 countries.
Latest developments
Named OEM collaborations include GUSS Automation on autonomous orchard sprayers for GPS-denied environments, Frost on the ASTRO golf-course greens spraying system, and Highline on an automated livestock bunk-feeding system.
▸Full profile — market position, technology, go-to-market, geography
Market position
Mach positions itself as a supplier of production-ready off-road autonomy to OEMs, citing more than a decade of work with equipment manufacturers.
Technology
The technology stack spans a patent-pending phased array radar for detection through dust, vegetation and debris; edge-AI stereo vision perception for obstacle detection and classification; multi-mode mesh radio communications; navigation, path planning and implement/section/rate control software; and a fleet and site management interface. Integration paths include ISOBUS for implement-level control.
Go-to-market
Mach markets partnership programs to OEMs seeking to accelerate autonomy roadmaps, ranging from smart implements to full-stack solutions, and publishes technical material such as a phased array radar white paper alongside contact and pricing-request channels.
OEMs of off-road and industrial machinery, including agriculture, land care, construction, mining, defense, maritime and logistics equipment makers, as well as implement manufacturers.
Geography
Deployments span more than 10 countries.
Compiled by commissioned research from 1 cited public sources — announcements, filings, and press listed under research sources below.
Key figures
latest reportedCompany-reported or press-reported figures, each dated to when it was claimed — not independently audited.
Timeline · 3
launches, deals, and filingsFrost worked with Mach to build ASTRO, a golf-course greens spraying system using Mach's perception and autonomy stack for repeatable spray applications.
Mach and GUSS Automation partnered to deploy commercial autonomous sprayers designed to operate in dense orchards where GPS coverage is limited.
Highline and Mach developed a livestock feeding system combining camera-guided bunk tracking, automated steering and load-cell measurement to control feed delivery by pen.
Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.
▸Research sources · 1
primary sources listed
- Mach Websitemach.io · web
1 public sources were cited for this profile; the first-party ones are listed here.
Frequently asked questions
- What does Mach do?
- Mach supplies full-stack autonomy hardware, software and AI to off-road vehicle OEMs across agriculture, construction and mining.
- Who are Mach's investors?
- Mach's investors include Ag Ventures Alliance, Next Level Ventures, The Venture Collective.