Claims Processing Review with Claude Code: API Runtime Pattern
A production playbook for claims processing review in cross-industry operations using Claude Code: api runtime pattern, run-scoped inputs, logs, typed results, and artifacts.
Audience: Insurance and operations teams
The problem
Insurance and operations teams need claims processing review to run repeatedly against claim packets, photos, forms, and policy language. In cross-industry operations, the pain is not one good answer; it is repeatability, auditability, exception handling, and evidence that survives handoff.
Implementation path
Package the claims processing review instructions as a skill, send claim packets, photos, forms, and policy language as run-scoped inputs, execute with Claude Code, poll terminal status, and consume argo.result.v1 instead of parsing a transcript.
Tradeoffs and failure modes
The API boundary forces the workflow to define inputs, terminal states, and result shape before customers depend on it. For claims processing review, the practical test is whether a second run can be debugged, retried, and consumed by a product without reading the raw agent transcript.
Run request
POST /api/skills/<skill_id>/run
provider=claude-code
workflow=claims-processing
inputs[]=@./input-pack.zip
result_schema=argo.result.v1
Run this on Argo