Silent Failures Are the Real Risk
An automation demo can look perfect. Production is different. APIs fail, data arrives malformed, users submit weird inputs, and downstream systems change.
If the workflow fails silently, the business may not notice until customers complain or records are corrupted.
Build These Safeguards
Input Validation
Check required fields, formats, and value ranges before taking action.
Retries
Temporary API failures should retry with backoff. Permanent failures should stop cleanly and alert humans.
Idempotency
Prevent duplicate orders, duplicate CRM records, duplicate invoices, and duplicate messages.
Human Review
High-risk or low-confidence outputs should be queued for approval rather than pushed automatically.
Alerts
Send actionable alerts with workflow name, failed step, payload link, and suggested next action.
Audit Trails
Record what happened, when it happened, what data was used, and what system action was taken.
AI-Specific Checks
Validate extracted fields, confidence, answer grounding, and schema compliance. Never let unverified AI output directly update critical systems without guardrails.