Commit to a specific AI learning pilot with situation, draft action, trigger, and follow-up.
Create a one-week AI learning pilot for a real product-strategy assumption, such as user trust in cited suggestions, willingness to approve AI drafts, or data readiness for retrieval. Use this when an AI initiative has meeting momentum but no disconfirming test, especially before committing engineering capacity or executive launch promises. Pilot commitment: For [user segment], we believe [AI-assisted workflow] will improve [task outcome]. The riskiest assumption is [belief]. By [date], we will build [small artifact], measure [behavior plus risk signal], and decide [persevere, pivot, or stop] if [threshold] is met. In three days, review whether the pilot was run or…
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