
How To Choose AI Use Cases Without Getting Distracted By Hype
The best first AI use case is usually the one with a real workflow, clear owner, visible friction, and a result you can measure in 90 days.
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The best first AI use case is usually the one with a real workflow, clear owner, visible friction, and a result you can measure in 90 days.

A useful 90-day AI roadmap chooses the first pilot, names the owner, lists the dependencies, and defines how success will be judged.

Before choosing AI tools, owner-led businesses need clarity on workflows, data, ownership, and adoption. Here is a practical readiness framework.
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