Hospitality: Guest Complaint Triage with Claude Code: Logs and Review Trail
A production playbook for guest complaint triage in hospitality operations using Claude Code: logs and review trail, run-scoped inputs, logs, typed results, and artifacts.
Audience: Hospitality support and operations teams
The problem
Hospitality support and operations teams need guest complaint triage to run repeatedly against guest messages, booking records, photos, refunds policy, and escalation notes. In hospitality operations, the pain is not one good answer; it is repeatability, auditability, exception handling, and evidence that survives handoff.
Implementation path
Capture the guest complaint triage run as product telemetry: input manifest, tool calls, model output, result validation, artifact upload, and terminal status.
Tradeoffs and failure modes
More observability means more storage and retention policy, but support stops depending on screenshots of agent chats. For guest complaint triage, the practical test is whether a second run can be debugged, retried, and consumed by a product without reading the raw agent transcript.
Review checklist
- input manifest captured
- tool calls retained
- terminal status recorded
- result JSON validated
- artifacts linked
- exceptions separated from final answer
Run this on Argo