AI Workflow Automation Error Handling: How to Stop Silent Failures

Production automation needs validation, retries, alerting, audit trails, and human review paths. Here is the checklist. 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 r