Insurance Claims Intake Review with Codex: API Runtime Pattern
A production playbook for insurance claims intake review in insurance operations using Codex: api runtime pattern, run-scoped inputs, logs, typed results, and artifacts.
Audience: Insurance claims operations teams
The problem
Insurance claims operations teams need insurance claims intake review to run repeatedly against claim forms, photos, adjuster notes, policies, and prior claim history. In insurance operations, the pain is not one good answer; it is repeatability, auditability, exception handling, and evidence that survives handoff.
Implementation path
Package the insurance claims intake review instructions as a skill, send claim forms, photos, adjuster notes, policies, and prior claim history as run-scoped inputs, execute with Codex, 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 insurance claims intake 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=codex
workflow=insurance-claims-intake
inputs[]=@./input-pack.zip
result_schema=argo.result.v1
Run this on Argo