Claim Standardization
Turn messy claim artifacts into one structured record.
Ingest photos and documents from a claim and standardize them into a single, reviewable claim object.
Best for
Common places this service fits well.
- Claims triage
- Automation pilots
- Internal tooling for adjusters
Inputs
What you provide.
- Claim photos and documents
- Optional: pipeline steps (OCR, damage, normalization, enrichment)
Outputs
What you get back.
- Standardized claim object (vehicle, policy, damage, parties)
- Per-step outputs for debugging and audit
Notes
Implementation details and product intent.
- Designed as a pipeline: each step can be inspected or swapped.
Try claim standardization
Upload a claim photo and get a structured claim object.
No file selected
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.
Output
JSON viewer and cURL you can copy.
// Run the demo to see a live // JSON response here. // For full docs, sign up and // open the API reference.
Part of a pipeline?
Claim standardization is the final assembly step of a full intake pipeline.
- Photo input
- 1OCR
- 2Damage
- 3Normalize
- 4Claim standardization
Explore
Related services
Most teams start with one capability, then add the ones that remove friction next.
OCR
Read what’s on the car, not what the camera wished it saw.
Extract text from photos (dash, documents, stickers, part numbers, plates/VIN) with layout-aware results.
Damage recognition
Turn “looks fine” into measurable findings.
Detect and highlight visible damage areas, returning locations and severity signals you can review.
Car Side Recognition
Know which side you’re looking at, and where the car actually is.
Classify the vehicle side/orientation and return stable geometry for downstream tasks (cropping, alignment, QA).