

Vehicle intelligence, as infrastructure
Vehicle intelligence, through one API.
Models, data, and production-ready SDKs for every vehicle workflow.
Async by default · webhook or poll · every endpoint independently priced and rate-limited
/v1/inspections computing- 01
video-onboarding— - 02
car-segmentation— - 03
parts-decomposition— - 04
damage-detection— - 05
severity-estimation— - 06
reparation-pricing— - 07
image-backgrounding— - 08
viewer-hotspoter—
One call. Eight stages. Live example of /v1/inspections.
In production at
Platforms, marketplaces, insurers and fleets in 11 countries.
- Motorline
- Verrado
- Kavaro
- FleetOps
- Autonoma
- Drivebase
- Halden Mobility
- Cadence Auto
The stack
Three layers. One key, one schema, one invoice.
Take the whole stack or one endpoint from it. Nothing here requires adopting the rest.
Layer 1 · Components
Drop finished components straight into your website.
Four SDKs — player, capture, review, report — shipped for Web, iOS and Android, so nobody on your team writes a WebGL viewer or a guided-capture camera flow.
Player SDK
Embeddable 360° inspection viewer — drops into your own site against a tokenised report URL
Capture SDK
Camera flow that guides a non-expert through a complete shot set, start to finish
Review SDK
Human-in-the-loop validation and correction of model output
Report SDK
Composed condition report, customer-branded, web or export
Web · iOS · Android · Capacitor — one SDK per target
Layer 2 · Models
A car arrives as photographs. It leaves as structured data.
Each endpoint is priced and rate-limited on its own. Call one in isolation, or chain the set — nothing assumes you adopted the others.
Hover a model to see it run · the tracks park while you read
Layer 3 · Data
Everything true about a vehicle that a model cannot see.
Sourced from best-in-class providers per country, then normalised into one schema behind the same key. You integrate once instead of once per country.
- Identity
- VIN decode, build sheet, factory options, plate → VIN lookup
- Specs
- Technical data, equipment, dimensions, powertrain
- Value
- Market pricing, residuals, depreciation curves
- History
- Mileage records, ownership, accidents, write-off status
- Compliance
- Recalls, service campaigns, emissions, homologation, taxes
- Parts
- OEM references and catalogues — feeds pricing/repair
- Risk
- Stolen and outstanding-finance checks
The bundle
One call, eight stages.
POST /v1/inspections chains the full pipeline — walkaround video in, a priced and annotated vehicle out. Billed as a single blended inspection rather than 8 metered calls.
- 01Onboard walkaround
video-onboarding - 02Isolate the vehicle
car-segmentation - 03Decompose parts
parts-decomposition - 04Detect damage
damage-detection - 05Grade severity
severity-estimation - 06Price the repair
reparation-pricing - 07Render for listing
image-backgrounding - 08Anchor hotspots
viewer-hotspoter
/v1/inspections computing- 01
video-onboarding— - 02
car-segmentation— - 03
parts-decomposition— - 04
damage-detection— - 05
severity-estimation— - 06
reparation-pricing— - 07
image-backgrounding— - 08
viewer-hotspoter—


Get started
Start with one endpoint.
Send a photo to /v1/vehicle/analyse and read the response. Everything else on this page runs on the same key.
Key issued on email verification · every endpoint priced on its own · one invoice




