AI doesn’t change an organization by itself.

How we think

The right decisions do.

We design interventions to observe systems, redesign behaviours and measure meaningful change.

The best AI implementation
solves something that mattered
before AI existed.

From the practice

  • A framework for adopting GenAI

    A working guide for deciding whether an organization is ready before deploying a generative AI tool. Six dimensions read in parallel, instead of a single maturity level.

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  • Measure what changes, not what gets used

    An intervention is not judged by adoption, but by the behaviour it shifts.

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  • Context as design material

    Context engineering is not a prompt trick: it is deciding what the system knows, and what it does not.

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Are you trying to understand how AI changes a decision, a service or a way of working?

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