Document AI for insurance claims.
Classify, extract, and reconcile claims packets automatically — from FNOL to settlement.
Claims files arrive as chaos, not structure.
Claims packets arrive as mixed-format chaos
FNOL forms, medical records, photos, estimates, and correspondence must be manually triaged and sorted into component documents.
Evidence trickles in with no unified view
Claims evidence arrives over weeks from multiple sources, forcing manual reconciliation of scattered, sometimes conflicting files.
Low-quality scans break standard extraction
Faxes, photos, and handwritten forms create inconsistent structure that breaks standard extraction methods, even on standardized forms like ACORD.
Built for claims, from intake to settlement.
Automatic claims classification
Large, mixed-format claims packets are automatically classified into their component documents, replacing manual sorting.
Consistent extraction from any input
Low-quality scans, faxes, handwritten forms, and standard forms like ACORD are all handled without custom templates per format.
Unified claims timeline
A chronologically organized view of claims evidence as it arrives, instead of scattered files across systems.
Earlier fraud signals
Automated cross-document consistency checks surface date mismatches, duplicated evidence, and conflicting statements sooner.
Full field-level traceability
Every extracted field traces back to its exact source location, supporting claims audit and dispute defense.
Regional pain points, handled.
European Union
Health-related claims data falls under GDPR's special category rules. Solvency II reporting ties claims data quality directly to regulatory accuracy.
United Arab Emirates(UAE)
CBUAE is tightening documentation and reporting standards. Claims paperwork, especially medical, often arrives in mixed Arabic/English formats.
India
IRDAI's push for faster claim settlement collides with highly inconsistent hospital and provider documentation at very high claims volume.
Singapore
As a reinsurance and specialty hub, claims and treaty documents span multiple jurisdictions, currencies, and languages under MAS governance requirements.
Common questions
What does Proof Perimeter do for insurance claims processing?+
It classifies mixed-format claims packets, extracts data from FNOL forms, medical records, and ACORD forms, and builds a unified, chronologically organized view of claims evidence as it arrives.
Can Document AI process low-quality scans, faxes, and handwritten claims forms?+
Yes. Extraction is consistent across low-quality scans, faxes, photos, and handwritten forms — including standard forms like ACORD — without needing a custom template per format.
How much more accurate is Document AI than a general-purpose LLM for claims documents?+
Per internal benchmarks, Proof Perimeter's fine-tuned Document AI delivers 20% higher accuracy and 50% lower token consumption than general frontier models on document-extraction tasks like claims classification and evidence extraction.
Can claims and policy documents be processed with zero data egress?+
Yes. Enterprise deployments support zero-egress options — cloud-hosted, within your infrastructure, or fully on-premises — so health-related and other sensitive claims data never leaves your chosen boundary.
Is Bring Your Own Key free for insurance teams?+
Yes. The full workspace — templates, workflows, batch processing, review, and export — is free with your own model key. You pay your model provider directly, with no platform fee or document limit.
How does Proof Perimeter handle regional insurance compliance?+
Deployment adapts to where you operate — GDPR special-category and Solvency II controls in the EU, in-country processing under CBUAE in the UAE, IRDAI-aligned turnaround in India, and MAS governance for reinsurance and specialty business in Singapore.
How does this integrate with our existing claims or policy administration systems?+
Enterprise ships with system-of-record integration and custom workflow support, so classified documents and extracted claims data land directly in the claims and policy admin systems your team already uses.