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    AI strategy library

    AI strategy

    An AI strategy sets which AI work to fund, in what order, who owns each result and which controls apply. It ties each investment to a measurable change in revenue, cost, time or risk, and states when a project that is not performing should stop.

    What an AI strategy decides

    ElementWhat it setsA question it answers
    DecisionWhich AI work to fund, in what order, and what to stopWhich initiatives get funding first?
    OwnerWho answers for each resultWho owns the change to this workflow?
    MeasureThe change in revenue, cost, time or risk each investment must showWhat baseline will the result be measured against?
    ControlThe approvals, limits and stop conditions that applyWhat would make us stop this project?

    Our guide to how to build an AI roadmap explains how the strategy becomes sequenced work. The AI Roadmap is the engagement that produces it. For the controls, read the library on AI management and governance.

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    AI strategy and governance

    Frameworks and governance models for executives turning AI into a board-ready operating plan.

    9 articles

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    Frequently asked questions

    1. What should an AI strategy include?

      Beyond the 4 elements in the table, include the evidence each decision rests on. That means a baseline for every measure and an honest view of the data and governance the work depends on.

    2. What is the difference between an AI strategy and an AI roadmap?

      The strategy sets which AI work is worth funding and why. The roadmap turns it into sequenced work: what you will do, in what order, under whose ownership and controls. Our guide to building an AI roadmap explains the decision gates.

    3. How long does an AI roadmap take?

      Most roadmaps take 4 to 8 weeks, depending on the number of business units and decisions involved. The AI Roadmap sets out the 5 phases.

    The first conversation applies these articles to your own funding, ownership and measurement decisions.