What it sells
Defect detection for manufacturing built from CAD and synthetic data.
Business model breakdown
Buyer: who owns the budget?
UnverifiedQuality or manufacturing engineering leaders at manufacturers.
Trigger: what makes them buy now?
Need for production inspection without waiting months for training data or fixed lighting.
Workflow: what inputs become what output?
Upload CAD, review the inspection system, validate on the line, scale across facilities; covers surface defects, assembly verification, counting/OCR, serialization, color and traceability logged to MES/ERP.
Economics: what it saves and how it charges
Time-boxed paid pilot then scale per station and facility (hypothesis for fee structure); igus case: 1,000+ live inspections in the first day, no retraining on second workcell.
Distribution: how it reaches customers
Calendly demo bookings; 8-10 week one-station pilots; customer stories and press (TechCrunch).
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| — | Y Combinator Summer 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.