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AI-STRATEGY5 MIN READ

Build an AI portfolio, not a pile of pilots

Classify AI initiatives into near-term, emerging, and exploratory portfolio horizons.

The move: make time horizon visible. AI portfolios fail when every idea is forced through the same business-case gate. A support summarizer and a new AI-enabled product line should not be judged the same way. Three Horizons gives each bet a job. Horizon 1 Improve the current engine. These bets should have near-term metrics: hours saved, cycle time reduced, error rate lowered, backlog cleared, or conversion improved. Horizon 2 Create emerging capability. These bets need learning metrics and operational proof: workflow adoption, exception rates, handoff quality, and evidence that the team can run the new process. Horizon 3 Preserve strategic…

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