Situation
AI pilots are active, but business impact is inconsistent.
Focus
Reshape ownership, sequencing, and governance so AI bets are treated as product investments with explicit learning loops.
Outcomes
Cleaner prioritization, faster adoption learning, and better conversion of pilots into durable business outcomes.
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