
Free Lesson
Field notes from 40+ AI deployments
30 min
Sep 23, 2026 11:00 AM
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What you'll learn
Spot AI Failure Patterns Early
Learn the oversight gaps that quietly show up after AI moves from pilot to production
Understand Where Humans Belong
See how to decide when humans should review, intervene, escalate, or stay out of the way.
Pressure-Test Your AI Workflow
Leave with sharper questions to assess whether your AI system is ready to scale responsibly.
Why this topic matters
AI pilots look fine in the demo. The real test comes after launch, when humans are overloaded, escalation paths are unclear, and nobody is measuring whether oversight actually works. In this lightning lesson, I’ll share field notes from 40+ AI deployments and the failure patterns leaders should catch before AI scales into risk.





