Build Verification Into the Workflow · AI Automation Society

Build Verification Into the Workflow

What verification step is currently missing from your automation process?
Automation becomes safer when the process separates recommendation, verification, and final action.

A cooking workflow offers a clear example. The AI may suggest a time, temperature, substitution, or storage method. The user then checks the relevant context, source, equipment, measurements, and risk before deciding what to do.

The final states should be explicit:

- Accept
- Adjust
- Reject
- Escalate
High-risk workflows also need authoritative sources, preserved records, visible uncertainty, and permission to stop when the information cannot be verified.
https://creativecooking.blogspot.com/2026/07/practical-guide-to-ai-verification.html
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