Checklist

AI Agent Production Readiness: Spend Controls Checklist

Before deploying an AI agent to production, verify these spending controls are in place.

· Published 2026-07-19

Complete Checklist

  1. Define per-transaction maximum amount
  2. Set daily spending cap per agent
  3. Configure velocity limits (max calls/minute)
  4. Build merchant allowlist (approved vendors only)
  5. Set approval threshold for human review
  6. Configure notification channels (Slack, email)
  7. Wire evaluation endpoint into agent payment path
  8. Test with a $1 transaction — verify APPROVED in dashboard
  9. Test with a blocked merchant — verify BLOCKED
  10. Test with a large transaction — verify FLAGGED and notification received
  11. Enable production mode
  12. Schedule weekly spend review

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