AI adoption is organizational change
On This Lesson 4 topics
This lesson is planned. The outline below lists the topics it will cover. The full lesson has not been published yet.
In this lesson
apply organizational-change thinking to AI tools and AI features.
Planned topics
- Buying licenses is not adoption; changed work habits with better results are.
- Engineers differ widely in enthusiasm, trust, and skill; plan for each group.
- AI adds specific risks: leaked data, subtly wrong code, cost growth, over-reliance.
- Define the outcome (faster, safer delivery) before the tool metrics.
Draft outline details
Demonstration
a program one-pager: outcome, groups of engineers, risks, enablement, measures, review rhythm.
Check your understanding
Why are license counts a poor success measure?
Show answer
They show access, not better outcomes.
Practice
Apply this lesson with the module's lab, exercises and quiz.
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