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← Dr. Andree Welker

Executive perspective

AI Operating Models for Executive Teams

AI transformation succeeds when leadership defines the operating model before scaling tools. The critical work is selecting valuable decisions, establishing accountable owners, securing data access, and measuring adoption against commercial and operational outcomes.

Leadership principles

  1. 01

    Prioritise AI use cases by strategic value, feasibility, risk, and operational ownership.

  2. 02

    Build data, security, legal, and change-management requirements into the operating model from the beginning.

  3. 03

    Measure business outcomes, adoption, and risk controls instead of prototype volume.

Related mandate and operating evidence