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.

  1. Photo input
  2. 1OCR
  3. 2Damage
  4. 3Normalize
  5. 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).