Passed the 100+ document release gate.
Repair Estimate
repair_estimate
Repair estimate extraction for vendors, labor, materials, line items, totals, and estimate-supporting damage descriptions.
Available through API, processor, playground, CLI, and MCP.
Schema family used for routing, docs, corpus, and benchmark grouping.
Part of the full 56-schema 99%+ accuracy release.
Every schema has the same inspection rails.
Developers and agents can inspect the schema contract, corpus state, benchmark state, and schema memory before choosing whether to call extraction.
GET /v1/schemas/repair_estimate GET /v1/corpus/repair_estimate GET /v1/benchmarks/repair_estimate GET /v1/benchmarks/repair_estimate/latest GET /v1/schema-memory/repair_estimate
Values need a reason.
Returned fields must tie back to source text, page or section references, evidence quality, and extraction provenance.
No proof, no truth.
Weak, missing, or unsupported evidence stays unresolved instead of becoming a plausible JSON value.
Promotion passed.
Every public schema became release-ready only after its 100+ document corpus passed required-field, evidence, exact-label, and document-pass scoring.
More in Claims.
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First Notice of Loss extraction for loss dates, claimant names, loss locations, and claim descriptions from real public claim notice records.
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loss_runhardenedClaim Packet
Claim packet extraction for claim numbers, loss facts, coverage references, open items, correspondence, and supporting exhibits.
claim_packethardenedAdjuster Report
Adjuster report extraction for damage summaries, coverage positions, claim references, inspection notes, and recommendation evidence.
adjuster_reporthardenedMedical Bill
Medical bill extraction for providers, service dates, charges, diagnosis references, and claim-related billing evidence.
medical_bill