Solutions
Start with the vehicle outcome you need.
Standardise listing imagery, inspect tires and exterior damage, or scan license plates from vehicle images. Find the right workflow for your business, from marketplaces and dealerships to claims, rental and auctions.
- Remarketing
- Inspection
- Plate scanning

Choose an outcome
Start with one API call. Move from a first request to a production workflow.
Each solution combines the necessary models, capture steps and review points into one implementation path. Every underlying endpoint remains available separately.
Show solutions for
4 solutions
Image productionAutomotive remarketing
Standardise exterior imagery, recover weak source photos and replace license plates without sending a vehicle through a studio.
/v1/render/backgroundExplore →
Condition intelligenceAI tire inspection
Identify the tire, locate each wheel and grade visible tread, sidewall damage and wear consistently across a fleet or inspection flow.
/v1/tire/detectExplore →
Damage intelligenceExterior damage inspection
Turn a guided photo set or walkaround into damage masks tied to named body parts, ready for triage, handover or review.
/v1/damage/detectExplore →
Vehicle identityLicense plate scanning
Scan a vehicle plate from a phone photo and return normalised text, issuing country and region—whether it is angled, distant or captured in poor light.
/v1/plate/readExplore →By industry
Find the right starting point for your business.
See how the workflows fit your capture process, operational decisions and output channels.

Marketplaces & DMS
Classifieds, marketplaces, dealer groups and the DMS vendors behind them
Listing photos come from whoever was holding the phone. Six sellers, six driveways, six exposures — one inconsistent results page.
Starts with
POST/v1/render/background
image-backgrounding · per image

Dealerships & dealer groups
Franchised and independent dealers, dealer groups and used-vehicle operations
Fresh inventory waits for photography, appraisal and data entry before it can appear online — and every rooftop presents it differently.
Starts with
POST/v1/render/background
image-backgrounding · per image

Insurance & claims platforms
Insurers, MGAs, claims platforms and the assessors working inside them
A policyholder sends eight photos. An assessor opens them one at a time to decide whether this is a bumper scuff or a total loss.
Starts with
POST/v1/damage/detect
damage-detection · per image

Rental & vehicle sharing
Rental desks, car-sharing operators and anyone handing over keys at volume
The customer says the scratch was already there. The agent says it wasn’t. Nobody photographed that panel at check-out.
Starts with
POST/v1/damage/detect
damage-detection · per image

Auctions & logistics
Auction houses, remarketers, transporters and the yards in between
A car changes hands four times between the yard and the buyer, and the only condition record is a paper sheet somebody filled in at dusk.
Starts with
POST/v1/vehicle/pose
vehicle-pose · per image
Built to fit
Start with one archive, one workflow and one measurable result.
We will map the solution to your capture process, review rules and output channels before anything changes in production.
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