Extract, validate, and process medical claim documents with AI precision. Purpose-built for insurance operations handling 40,000 - 60,000 documents monthly.
A complete solution covering every touchpoint in the claims lifecycle.
Seamless OCR within your existing mobile app. Users capture or upload documents and receive instant structured results.
Simple REST endpoint — send a document, get structured JSON back. Integrates with any platform in minutes.
POST /extractWeb-based admin console for your claims team to review, validate, and manage all submissions.
From document upload to structured data in seconds.
Image or PDF via API or mobile app
AI vision reads & understands the document
Structured fields with confidence scores
User reviews & corrects low-confidence fields
Claim stored & routed to admin for review
A single REST endpoint that integrates with your mobile app, employee portal, and claims admin system.
/api/v1/extract
# Upload any receipt or claim document
curl -X POST "https://api.skubbs.com/api/v1/extract" \
-H "X-API-Key: your-api-key" \
-F "file=@claim_document.pdf"X-API-Key
API key in header
Response
{
"success": true,
"data": {
"is_valid_receipt": true,
"is_submittable": true,
"overall_confidence": 8.7,
"fields": {
"receipt_date": {
"value": "2026-01-15",
"confidence": 9.5
},
"merchant": {
"value": "Raffles Medical Clinic",
"confidence": 9.2
},
"amount": {
"value": 328.50,
"confidence": 9.8
},
"member_name": {
"value": "Tan Wei Ming",
"confidence": 8.5
},
"line_items": {
"value": [
{ "description": "Consultation",
"amount": 80.00 },
{ "description": "Medication",
"amount": 248.50 }
],
"confidence": 8.5
}
},
"ai_comment": "Clear medical receipt."
}
}Call POST /extract from your app. We return structured data you render in your UI.
Same API for web-based claims submission. Your portal sends documents, we return extracted data.
Use GET /admin/claims to pull submissions. Approve, reject, and add reviewer notes via API.
Built for reliability, security, and scale.
Every extracted field comes with an AI confidence score, letting users and reviewers know exactly what needs attention.
Clear, unambiguous data. Auto-accepted — no user review needed.
Some ambiguity. Fields are editable — user prompted to verify.
Significant uncertainty. Field highlighted for manual entry.
Dual-path PDF processing ensures maximum extraction success.
Digital PDFs with embedded text are parsed directly — fast and accurate.
Scanned documents auto-fallback to vision processing — no manual intervention.
Walkthrough of the complete claims lifecycle.
Comprehensive field extraction tailored for healthcare claims.
+ Dynamic fields — the AI may return additional fields based on document content
Built by Skubbs Private Limited for Integrated Health Plans