MACH

Recorded changes

Newest observations first. Each interval bounds when the website changed; it is not an exact event date.

No changes recorded yet. Missing observations do not mean the company has not changed.

Companies in the same space

Competitors picked by an AI model from the funded startups with the most similar descriptions, judged on those descriptions only. A reading, not a verified market map.

• driveblocks driveblocks.aiDirect competitorBoth provide autonomy stacks for off-road and heavy commercial vehicles for OEM-style customers.
• AIM Intelligent Machines aim.visionDirect competitorBoth offer autonomy kits and platforms to convert heavy earthmoving equipment into autonomous fleets.
• Crewline AI crewline.aiDirect competitorBoth sell retrofit hardware plus autonomy software to make heavy construction machines self-driving.
• Bedrock Robotics bedrockrobotics.comDirect competitorBoth build autonomy hardware and software to automate heavy construction equipment for contractors.
• Safe AI (SafeAI) safeai.aiDirect competitorBoth deliver autonomous retrofit kits and fleet software for heavy off-road equipment in construction and mining.
• RoshAi roshai.aiPartial overlapBoth provide retrofit autonomy kits and fleet tools to run industrial vehicles autonomously.
• Oxbotica oxa.techPartial overlapBoth offer full-stack autonomy and fleet tools to operate industrial and logistics vehicles driverless.
• Field AI fieldai.comPartial overlapBoth supply autonomy software for mobile robots in unstructured field and construction environments.