Vehicle image processing services built to run standalone or in configurable workflows.
Vehicore is not a single “car recognition” endpoint. It is a modular platform for privacy-sensitive vehicle photo processing, where each service can be called on its own or combined into a pipeline that returns structured JSON for downstream systems.
Services grouped by how teams actually build workflows
Most integrations begin with one endpoint, then expand into a workflow once more steps need to be chained together.
Extraction & recognition
Turn vehicle photos into readable fields and context.
OCR
Read what’s on the car, not what the camera wished it saw.
Car Side Recognition
Know which side you’re looking at, and where the car actually is.
Image Classification (CLIP)
Tag what’s in the image with flexible, label-aware search.
Privacy & review
Prepare privacy-sensitive imagery for downstream use and human review.
Anonymization
Remove plates and faces without breaking your workflows.
Damage recognition
Turn “looks fine” into measurable findings.
Structured outputs
Convert raw findings into platform-ready vehicle records and decisions.
Normalize to structured data
Messy text → clean vehicle record.
Market valuation
Price with context, not vibes.
Claim Standardization
Turn messy claim artifacts into one structured record.
Need the platform view, not just the endpoint list?
See how services chain together into privacy-first workflows for insurance, auctions, marketplaces, and fleet operations.