What it sells
Agentic operating system for auto repair shops
Business model breakdown
Buyer: who owns the budget?
Collision repair shop owner/manager.
Trigger: what makes them buy now?
Owners lose hours on hold with suppliers and waiting on adjusters, and technicians miss hidden damage and supplement items that cost billable revenue.
Workflow: what inputs become what output?
Install desktop app (Mac/Windows), connect CCC ONE plus phone/text/email/calendar; Parrot audits every estimate after teardown line by line, writes priced supplements, chases insurer claims, answers calls and texts, and handles parts procurement and payroll/taxes.
Economics: what it saves and how it charges
Claims $15K additional monthly revenue, 23% more customers and 5x manager efficiency per shop.
Distribution: how it reaches customers
Demo-led ("Book a demo") with a self-download desktop app; integrates with CCC ONE, Mitchell, Audatex.
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| — | Y Combinator Spring 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.