Healthcare: Claims Denial Appeal Preparation with Claude Code: Cost Controls
A production playbook for claims denial appeal preparation in healthcare operations using Claude Code: cost controls, run-scoped inputs, logs, typed results, and artifacts.
Audience: Revenue cycle teams appealing payer denials
The problem
Revenue cycle teams appealing payer denials need claims denial appeal preparation to run repeatedly against EOBs, denial letters, medical records, payer policies, and appeal templates. In healthcare operations, the pain is not one good answer; it is repeatability, auditability, exception handling, and evidence that survives handoff.
Implementation path
Set explicit limits for claims denial appeal preparation: input size, run time, tool calls, artifacts, retries, and concurrent runs per organization.
Tradeoffs and failure modes
Limits reject pathological runs, but they keep one workflow from turning into an unbounded infrastructure bill. For claims denial appeal preparation, the practical test is whether a second run can be debugged, retried, and consumed by a product without reading the raw agent transcript.
Run limits
max_run_seconds=1800
max_input_bytes=104857600
max_artifact_bytes=104857600
max_tool_calls=120
retry_after_seconds=60
Run this on Argo