Comercio Exterior: VUCEM Intake Validation with Claude Code: Human Review Queue
A production playbook for VUCEM intake validation in comercio exterior operations using Claude Code: human review queue, run-scoped inputs, logs, typed results, and artifacts.
Audience: Mexican trade operations teams
The problem
Mexican trade operations teams need VUCEM intake validation to run repeatedly against COVE/MVE files, certificates, invoice data, e-docs, and VUCEM response records. In comercio exterior operations, the pain is not one good answer; it is repeatability, auditability, exception handling, and evidence that survives handoff.
Implementation path
Split the VUCEM intake validation 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 VUCEM intake validation, 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: comercio-exterior-vucem-intake
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