What it sells
Using VLMs to Catch Damage
Business model breakdown
Buyer: who owns the budget?
UnverifiedOperations/risk leaders at fleet, rental and equipment-heavy businesses (hypothesis).
Trigger: what makes them buy now?
UnverifiedDisputes over who caused damage on returned vehicles/equipment; missed damage costs money.
Workflow: what inputs become what output?
Cameras capture every pass, identify the asset, build a 3D reconstruction and condition record, and AI flags new damage on return versus outbound.
Distribution: how it reaches customers
Demo-led ("Book a demo").
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| — | Y Combinator Summer 2026 | — | 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.