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governance

For a guided start, with free templates, see the AI governance hub.

  • No-training licence terms: what to check before you sign

    The contractual commitment that your data is not used to train the model is what makes enterprise AI tools safe to open. What the commitment actually covers, where it does not apply, and the six things to confirm at contracting.

  • Human in the loop: where the threshold goes

    "Human in the loop" is a slogan until someone decides where the loop closes. The real design question is the threshold: how sure must the system be before it acts alone, and who decides that, on what evidence.

  • Four fields to add to every AI business case

    Most investment templates were written before AI. Four fields, risk category, data protection, human oversight and transparency, make governance part of every AI decision instead of a gate at the end.

  • ISO 42001 in plain English

    The AI management-system standard, explained without the jargon: what it asks for, who actually needs certification, and why a governed-access model gets most businesses most of the way there.

  • AI literacy under the EU AI Act: what it means for your business

    Article 4 of the EU AI Act has asked for AI literacy among staff since February 2025. The 2026 amendments softened the wording, but the expectation stands. Who it covers, what "sufficient" means, and the training that meets it without a compliance programme.

  • Governed AI access: a model that works

    The alternative to blocking AI tools is not a free-for-all. It is five controls, all well established, that make enterprise AI safe to open and unlock the cheapest value in any AI programme.

  • Why blocking ChatGPT at work makes the data risk worse

    A blanket block on AI tools is the costliest governance decision we see. It does not stop AI use; it moves it to personal accounts the business cannot see, and it forfeits the cheapest value in any AI programme.

  • The EU AI Act for UK businesses: a guide

    A long-form guide: who is in scope, the four risk categories with examples, every date that matters after the 2026 Digital Omnibus, AI literacy, what each category requires, the UK position, and a twelve-step plan a business can run without a compliance programme.