Turn vehicle information into structured data.
Convert vehicle photos into structured data. Vehicore can read plates and VINs, detect damage, anonymize sensitive details, normalize vehicle data, and return structured JSON for insurance, auctions, marketplaces, and fleet work.
Try it yourself!
Pick any service below and test the live API right in your browser.
Extract text from photos (dash, documents, stickers, part numbers, plates/VIN) with layout-aware results.
Max size 8 MB. For production, use your own storage or URLs.
Limited demo. For higher volume and auth, sign up and use your API key.
// Run the demo to see a live // JSON response here. // For full docs, sign up and // open the API reference.
Start free, scale when you’re ready
Get photo-to-quote data in seconds. Choose a pre-calibrated workflow bundle proportioned to real vehicle inspections, and top up individual services anytime.
Free (Sandbox)
Developers, PoC integration & workflow testing (~25 vehicles)
~25 Vehicle Inspections (730 API calls)
Granted automatically on signup • No credit card required
Included Service Quotas:
- 200 Image Classification & 150 GDPR Anonymization calls
- 150 Car Side & Angle Recognition calls
- 100 Plate, VIN & Odometer OCR calls
- 50 Vehicle Data Normalization calls (Text → Make/Model/Year)
- 30 AI Damage Recognition calls
- 25 Claim Standardization & 25 Vehicle Valuation calls
Starter (Basic)
Dealerships, leasing return yards, inspection apps (~250 vehicles)
~250 Vehicle Inspections (7,900 API calls)
~€0.39 per inspected vehicle • Single-service boosters available
Included Service Quotas:
- 2,000 Image Classification calls (photo intake filter)
- 1,500 Car Side & Angle Recognition calls
- 1,500 GDPR Anonymization calls (plate & face blur)
- 1,000 Plate & VIN OCR calls
- 500 Vehicle Data Normalization calls (Text → Make/Model/Year)
- 400 AI Damage Recognition calls
- 1,000 Catalog Renders calls (transparent 3/4 studio PNGs)
Professional (Scale)
Mid-size insurers, commercial fleets, repair networks (~1,000 full claims)
~1,000 Full Insurance Claims (31,000 API calls)
~€0.49 per full claim across all 9 APIs • Instant Starter→Pro upgrade
Included Service Quotas:
- 8,000 Image Classification & 6,000 GDPR Anonymization calls
- 5,000 Car Side & Angle Recognition calls
- 3,000 Plate, VIN & Odometer OCR calls
- 2,000 AI Damage Recognition & Severity calls
- 1,000 Vehicle Data Normalization calls (Text → Make/Model/Year)
- 1,000 Claim Standardization (Unified Claim JSON) calls
- 1,000 Automated Vehicle Valuation calls
- 4,000 Catalog Renders calls (transparent 3/4 studio PNGs)
Enterprise / Custom
Tier-1 insurers, auto OEMs, national inspection platforms
10,000+ Vehicles / Custom Quota Ratios
Volume tiered discounts & custom overage rates
Included Service Quotas:
- Custom quota ratios matched to your exact photo pipeline
- Full API Suite (All 9 Vision & Valuation modules)
- Strict 99.9% Uptime SLA & priority concurrency
- Dedicated Solutions Engineer & model calibration
- Private EU Dedicated VPC or On-Premise option
- Flexible Invoicing (SEPA / Net-30 payment terms)
Need extra quota for just one specific service (e.g., Damage Recognition or OCR)?
Because every API has its own independent balance, you can top up individual services anytime with 1,000-credit Add-on Boosters in the developer dashboard—or upgrade from Starter to Professional by paying only the €400 difference.
Frequently Asked Pricing Questions
How our Bundle Quotas and Single-Service Boosters work
Run one service or combine several steps
Vehicore services can be used on their own, or grouped into one pipeline. You send a vehicle photo, choose the steps you need, and get structured output back.
Simple to test. Easy to expand.
Start with one endpoint and a few sample images. Add more steps when you need them.
Create a free account
Create an account and get an API key. No SDK or setup work required to begin.
Pick a service or pipeline
Start with one service, or send one request that runs several steps in order.
Send a photo, get structured data
Send an image and get structured JSON back with fields, detections, and confidence scores.
Built for vehicle photos and real operational work
Vehicore is meant for teams that need clear outputs and predictable processing, not one-off model demos.
Built for vehicle images
Vehicore is focused on the kinds of images automotive teams actually work with: plates, VINs, damage, orientation, and related vehicle details.
Use one service or several steps
Run OCR, anonymization, damage detection, normalization, or valuation on their own, or combine them in one pipeline.
Data handling by service
AI services may send data to external providers. Confirm their processing regions, retention and contractual terms for your workflow.
Structured JSON with confidence scores
The output is made to be useful in real systems: fields, detections, geometry, and confidence scores in clear JSON.
How teams use Vehicore
Vehicore fits into insurance, auctions, marketplaces, and fleet operations where vehicle photos need to become usable output.
Insurance & Claims
1Claims teams process first-notice-of-loss photo submissions without manual triage. A single pipeline call runs plate OCR, damage detection, and claim standardization. Adjusters receive a structured damage report ready for their system.
Vehicle Auctions
2Auction platforms convert dealer photo uploads into complete vehicle records. OCR reads the plate or VIN, normalization resolves make, model, and year, valuation returns a market price estimate — no manual entry.
Marketplace & Classifieds
3Marketplace operators meet GDPR requirements at scale. Photos pass through anonymization to blur plates and faces before storage. Vehicle data is normalized and enriched from the same image in the same request.
Fleet Inspection
4Fleet operators process inspection photos for damage detection and vehicle side identification. Structured records output as JSON feed directly into fleet management systems.
Why most teams don't build vehicle image processing in-house
- Reaching production accuracy on plate reading and damage detection requires large annotated datasets — collected over years, for each plate format and vehicle type you need to support.
- Recognition models need regular retraining as new plate formats, vehicle generations, and regional variants are introduced. That maintenance does not stop.
- Processing customer vehicle photos under GDPR requires documented data residency, deletion guarantees, and processing policies — before any model runs in production.
- Vehicore gives teams a cleaner starting point: send the image, get structured output back, and spend less time building the surrounding system.
API services — use individually or in a pipeline
Each service has its own page with inputs, outputs, and a live demo. Use them standalone via REST API, or chain them into a configurable workflow.
OCR
Read plates, VINs, labels, and other vehicle-related text from images.
Damage recognition
Detect visible damage and return locations and severity signals for review.
Car Position
Detect vehicle orientation and image view so later steps can run with better context.
Image Classification (CLIP)
Classify vehicle images against labels or categories to help sort and route incoming data.
Anonymization
Blur or mask plates, faces, and other sensitive areas before storage or sharing.
Claim Standardization
Combine image and document outputs into one structured claim record.
Normalize to structured data
Turn raw text and image findings into clean vehicle fields such as make, model, year, and trim.
Market valuation
Estimate vehicle value from structured vehicle data and return pricing context in a usable format.
Catalog Renders
Resolve vehicle listings into transparent studio 3/4 PNGs with instant presigned URLs.
Review your data requirements
AI services may send data to external providers. Confirm their processing regions, retention and contractual terms for your workflow.
Ready to test it on your own workflow?
Start with one service or try a full pipeline. If you need help with a real use case, we can talk through it.