Triaging insurance claims documents faster

Problem

Inbound claims arrive with mixed PDFs, photos, and emails that must be classified before routing.

Current workflow

Handlers open each file, rename, and assign to queues manually.

Consequences

Slow cycle times and inconsistent documentation quality.

How AI might help

Document AI can classify, extract key fields, and flag missing evidence for human review.

Limits & risks

Edge-case policy language still needs experts.

Incorrect extraction affecting payout decisions if unchecked.

Alternatives today

OCR templates and offshore document processing.

Templates break on new forms; offshore adds latency and privacy friction.

Evidence

• EIOPA digitalisation in insurance observations

  Notes automation potential and conduct risks in claims.

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