What it sells
AI for Robot Arms in Factories
Business model breakdown
Buyer: who owns the budget?
UnverifiedPlant/operations managers and manufacturing engineering at foundries and aerospace suppliers (inferred).
Trigger: what makes them buy now?
Skilled grinders retiring, manual finishing bottleneck and tightening tolerances; fixed automation cannot handle part variation.
Workflow: what inputs become what output?
Scan each part with 3D vision, detect grinding targets, adapt toolpaths in real time, execute with adaptive force control; also cutting, sanding, machining, spraying and vision inspection.
Economics: what it saves and how it charges
Robot cell hardware plus AI software with add-ons (self-tending, bin pick, tooling package); claims under 2 year ROI, 5k+ parts/week and 1 mm tolerance.
Distribution: how it reaches customers
Direct sales: "Schedule a Demo" / "Talk to Our Team"; partner program mentioned on about page.
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| — | Y Combinator Winter 2024 | — | Y Combinator | ycombinator.com |
Profiles summarize public reporting and company websites. Business-model notes are MaxBC's reading of that material, not confirmed facts; unknowns are left blank rather than guessed. Updated 2026-10-12.