Insurance: Claims Fraud Signal Review with Claude Code: Artifact Delivery
A production playbook for claims fraud signal review in insurance operations using Claude Code: artifact delivery, run-scoped inputs, logs, typed results, and artifacts.
Audience: Insurance fraud investigation teams
The problem
Insurance fraud investigation teams need claims fraud signal review to run repeatedly against claim packets, photos, histories, provider records, and fraud indicators. In insurance operations, the pain is not one good answer; it is repeatability, auditability, exception handling, and evidence that survives handoff.
Implementation path
Require Claude Code to write customer-visible files under /skill/output/artifacts, validate filenames and sizes, then return signed artifact metadata in argo.result.v1.
Tradeoffs and failure modes
Artifact policy constrains file output, but customers receive files that are durable, typed, and safe to download. For claims fraud signal review, the practical test is whether a second run can be debugged, retried, and consumed by a product without reading the raw agent transcript.
Artifact manifest
artifacts:
- insurance-fraud-signal-review-summary.md
- insurance-fraud-signal-review-evidence.csv
- insurance-fraud-signal-review-review.json
signed_urls: true
retention: org_policy
Run this on Argo