Executive take
Quick answer
Run a 20-minute weekly AI workflow review. Keep it practical: what worked, what failed, what cost more than expected, what should be reused, and what should be stopped. This is adoption management, not a governance committee.
Perspective
Business leader
Why this matters for this role
What this role should do
Watchouts
The tip
Run a 20-minute weekly AI workflow review. Keep it practical: what worked, what failed, what cost more than expected, what should be reused, and what should be stopped. This is adoption management, not a governance committee.
Where it helps
AI habits spread quietly. One person finds a useful prompt, another creates a risky workaround, and a third pays for an expensive model because it was the default. A weekly review surfaces those patterns while they are still easy to fix.
How to try it
Use the same agenda every week: best output, worst output, repeated prompt, model spend, security concern, reusable workflow, retired workflow, and owner for follow-up. Keep examples concrete. End by updating one prompt, one route, or one permission rule.
Caveats
Do not turn this into surveillance. The goal is to improve workflows, not embarrass people for experimenting. If the review creates too much admin work, people will stop sharing. Keep the ritual short, useful, and focused on changes the team can make this week.
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