Healthcare: HIPAA Access Review with Claude Code: Human Review Queue
A production playbook for HIPAA access review in healthcare operations using Claude Code: human review queue, run-scoped inputs, logs, typed results, and artifacts.
Audience: Healthcare security and compliance teams
The problem
Healthcare security and compliance teams need HIPAA access review to run repeatedly against access logs, user roles, patient data events, and policy exceptions. In healthcare operations, the pain is not one good answer; it is repeatability, auditability, exception handling, and evidence that survives handoff.
Implementation path
Split the HIPAA access review result into automatable fields and review-only exceptions, then send low-confidence cases to a human queue with evidence artifacts attached.
Tradeoffs and failure modes
Human review slows a subset of runs, but it lets the workflow ship before every edge case is fully automated. For HIPAA access review, the practical test is whether a second run can be debugged, retried, and consumed by a product without reading the raw agent transcript.
Review handoff
review_status: needs_review | approved | rejected
review_reason: string
source_evidence: artifact_url[]
agent: Claude Code
workflow: healthcare-hipaa-access-review
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