AI makes your team faster. But faster at what, exactly?

In energy and infrastructure, the quality of technical decisions matters more than the speed. We help technical profesionals build judgement, not just velocity.

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Every organisation has someone experimenting with AI. Few have a system to build judgement with it.

Context

  • Energy and infrastructure sectors need more from fewer people.

  • Technical challenges are getting more complex.

  • AI promises to help, but comes with risks

Research Findings

“General-purpose AI systems can affect people’s autonomy in multiple ways. These include impacts on their cognitive skills (such as critical thinking), how they form beliefs and preferences, and how they make and act on decisions. “

International AI Safety Report 2026

The Problem We Solve

The gap between "AI curious" and "AI competent" isn't about knowing which buttons to press. It's about knowing when the output matters, when it doesn't, and what questions to ask before acting on either.

Three ways to work together

  • Discovering what works — and what matters

    We investigate the real challenges of AI adoption in technical domains. Our research feeds directly into practical frameworks and tools, and we share insights openly with the community.

    Best for

    Organisations wanting to stay at the frontier of AI judgement in their sector

  • Frameworks built for your context

    Every technical organisation has unique decision-making processes, risk tolerances, and competence requirements. We work with you to develop AI judgement frameworks that fit how your technical teams actually work.

    Best for

    Technical leaders who need practical systems, not theoretical advice.

  • Building competence that lasts.

    Our training develops the judgement to know when AI output is trustworthy and the skills to verify it when it matters. We design around your technical domain and real workflows.

    Best for

    Teams ready to build real AI competence, not just tool familiarity

  • Knowledge Management for the AI era.

    Our knowledge system is specifically designed for those who need to manage technical knowledge for human and machines. across standards, regulation and legislations.

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“The promise of generative AI lies not only in what it can do for work, but in how thoughtfully it is integrated into the daily rhythm…

An AI practice offers a counterbalance…The question facing organisations is not whether AI will change work, but whether they will actively shape that change—or let it quietly shape them.”
HBR

What comes next in Technical Judgement with AI?

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