Tools · AI portfolio

Which AI opportunity
should move first?

Score one workflow or initiative on value, readiness, effort, and risk. The result is a planning signal—not an ROI promise or investment recommendation.

Higher impact, frequency, data readiness, and process clarity increase priority. Higher effort and risk reduce it. Score one opportunity at a time so the tradeoff stays visible.

Use the score

Fund the next learning step.
Not the whole vision.

A high score does not mean “build everything.” It means the opportunity has enough value and operating readiness to justify a bounded test with a baseline, named owner, approval points, and a stop rule.

Compare the result with the AI automation ROI calculator when repeatable labor is the main value case, or use the build vs. buy assessment once the workflow is validated.

AI opportunity

Bring the top opportunity.
We’ll pressure-test it.

Start with the business effect, the workflow, and the operating constraints. Then decide the smallest useful move.

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