What it sells
AI-native insurance department for auto body shops
Business model breakdown
Buyer: who owns the budget?
UnverifiedOwner, estimator or office manager at an independent collision repair shop.
Trigger: what makes them buy now?
Carrier short pays and denials; the average disputed claim costs two hours of skilled labor so short pays under $500 get eaten.
Workflow: what inputs become what output?
Shop forwards the carrier estimate email to review@tryrote.com; agents parse CCC/Mitchell/Audatex PDFs, audit lines against P-pages, OEM procedures and DEG precedent, draft cited supplement responses, queue follow-ups, and the shop taps approve; payment is reconciled to the repair order.
Economics: what it saves and how it charges
Flat subscription; ROI calculator example of 25 short-pay ROs a month at $540 average cut recovers about $7,560/month at a 70% win rate; private beta shops report median recovered revenue per month.
Distribution: how it reaches customers
Book a demo, live demo and private beta.
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| — | Y Combinator Winter 2027 | — | 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.