A sponsor must choose a first use case for a team new to AI. Two cases have similar value, but one has bounded consequences, approved data, and a measurable workflow. Which is the stronger initial candidate?

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  1. Neither, because AI can only be adopted through a company-wide replacement program.
  2. The bounded, measurable use case with the necessary data and ownership.
  3. The case with unclear consequences solely because it appears more ambitious.
  4. Both immediately with no success criteria.

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