Turn Pain Into a Testable AI Hypothesis
Convert a vague AI pain point into a testable hypothesis with a user, intervention, metric, and assumption.
The messy start Sales says account research takes too long, but no one knows whether reps need facts, risks, talking points, or confidence. A vague pain point creates a vague AI build. Lean Startup Build small, measure the workflow, learn the next decision The goal is not to prove AI is impressive. The goal is to test whether a specific intervention changes a specific workflow outcome. Shortcut Build a bot before naming the assumption. A use case hypothesis that can be tested. Every AI discovery sprint should reduce one important uncertainty. 01 Name the user 02 Choose a metric 03…
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