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AI Governance

Adoption your board can stand behind.

Governance is not a brake on AI, it is what lets you accelerate safely. I help enterprises put practical, proportionate guardrails in place, policy, risk classification, oversight and review, so AI scales without nasty surprises.

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The problem

Why this matters.

Governance asked too late freezes everything. The compliance question that nobody answered on day one surfaces at exactly the wrong moment, just as you are ready to scale. Designed in early and kept proportionate, governance does the opposite, it gives people the confidence to move.

Who it is for

Built for these teams.

Boards and risk committees

Directors accountable for AI risk who need real assurance, not a binder.

Compliance and risk leaders

Teams designing usable policy that people will actually follow.

Organisations scaling AI

Groups whose pilots are ready to grow and need guardrails first.

The approach

How it works.

01

Set the principles

Clear, plain-language principles for how AI is used in your organisation, owned at the top.

02

Classify the risk

A simple framework that sorts use cases by risk, so oversight is proportionate, not one-size-fits-all.

03

Design oversight

Who reviews what, how data is handled, where humans stay in the loop, the practical mechanics of responsible use.

04

Make it usable

Policy and guardrails written for the people who must follow them, so governance enables work rather than blocking it.

What you get

Deliverables.

  • A responsible-AI policy written in plain language
  • A use-case risk classification framework
  • Human-oversight and review mechanics that fit your operations
  • Data-handling and acceptable-use guidelines
  • A governance structure proportionate to your size and risk
Track record

Proof, not promises.

Governance-first thinking comes from a career built on it, chartered accountancy at PwC UK, then commercial and risk leadership across regulated, data-rich enterprises. I treat governance as a design input from the first workshop, not a checklist at the end.

Questions

Common questions.

Done well, it speeds it up. Proportionate guardrails decided early remove the uncertainty that otherwise stalls projects at scale-up.

Yes, lightly. A few clear principles and a risk lens on day one prevent expensive rework later. Governance scales with you.

I help you build practical, defensible guardrails aligned with widely used frameworks and good practice. I am not a lawyer, and work alongside your legal and compliance teams.

No. The point is usable governance people actually follow, not a policy that sits in a drawer. Adoption of the guardrails matters as much as the guardrails.

Let's build your AI advantage.

Whether you need to train your teams, set an AI strategy your board can stand behind, or ship a real solution, start with a focused conversation.