
Deterministic AI parsing
GPT-4o reads complex part numbers (RF650, Pagid RSL29, 300V) and extracts every fluid and component with zero manual entry.

AI extraction powered by OpenAI GPT-4o & track wear engine
Upload your workshop invoices. Our AI automatically extracts fluids, parts and service intervals, computes predictive road/track wear and generates your Resale White Book.
The interactive demo will reopen along with subscriptions. In the meantime, the maintenance guides remain freely available: Guides

GPT-4o reads complex part numbers (RF650, Pagid RSL29, 300V) and extracts every fluid and component with zero manual entry.

Custom wear multipliers (x5 to x8) per track session, so you can anticipate brake fluid boiling point and pad replacement.

When you sell, the full dossier: history, wear, sessions and the amount invested, invoice by invoice. To print and hand over with the car.
When you sell, your listing carries a link to a full traceability passport: service history, consumable wear status and GPS-verified track sessions. Buyers read everything without creating an account.
Designed to be linked from listings on car auction and classifieds platforms (Bring a Trailer, Cars & Bids, Collecting Cars…). StemmaPass is not affiliated with any of them.
Compiled from records uploaded by the owner. StemmaPass does not verify their authenticity.
Pick the plan that matches your garage and your track days.
Youngtimers & weekend cars
Track tools & circuit days
To try out AI extraction
One payment, per vehicle, for life
Prices exclude any local taxes, which are calculated at checkout.