AI Use Case Qualification Sheet
Qualify a use case by decision value, repeatability, context requirements, risk boundaries, and operational ownership.
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The exact sections inside the download.
Frequency
How often does this use case occur, and who feels the pain?
Decision leverage
What business decision becomes clearer or faster?
Context dependency
Which sources must be available for the AI to be useful?
Human role
Where must a person review, approve, edit, or override?
Risk boundary
What should this system never decide, say, or execute?
Qualified as
Is this a build candidate, assessment candidate, later candidate, or reject?
01 / 03
Frame the decision
Name the real operating need before designing a solution.
Describe the AI-supported task in one operational sentence.
Name who uses the output and how often.
Name the decision, classification, response, handoff, or recommendation.
How to use it
Start with one real decision.
Complete the canvas with the workflow owner, then use the blank areas to expose missing context and controls.