A fractional CTO, for part of your week.

1. Agentic AI

   AI that takes delegated, governed action — not a chatbot with a nicer UI.

   Ask the console →

   What it is.

   Systems where a model plans, calls tools, observes results and iterates towards an outcome, inside boundaries you set. The unit of value is a completed task, not a generated paragraph.

   Why it matters now.

   Tool use, long context and cheap inference crossed the threshold together. The organisations that win treat agents as an operating model — delegated authority with audit — rather than a feature.

   How I help.

   Board-level framing, agent architecture and the governance scaffolding (permissions, evals, observability) that makes production agents defensible.

2. Agentic development

   Engineering teams that ship with agents as first-class collaborators.

   Ask the console →

   What it is.

   Software delivery where coding agents plan, implement, test and review under human direction. This site was built that way, and the console you are using is a worked example.

   What changes.

   Specification, review and verification become the scarce skills. Team shape, tooling and the definition of "done" all move. Most teams under-invest in guardrails and over-invest in prompts.

   How I help.

   Team operating models, tooling choices, guardrails (tests, plan-first workflows, review gates) and honest measurement of where agents pay off.

3. Sovereign cloud & AI

   Keeping UK data, models and operations under UK control without giving up capability.

   Ask the console →

   What it is.

   "Sovereign" is a set of concrete constraints: where data rests and moves, who can compel access, which models you can run and inspect, and who operates the stack. Slogans do not satisfy any of them.

   The UK position.

   Regulated sectors and the public sector need AI they can defend to regulators and citizens. The practical options are widening fast, and the trade-offs are rarely explained plainly.

   How I help.

   Sovereignty maturity assessments, architecture for sovereign and hybrid estates, and vendor scrutiny that separates real guarantees from marketing.

1. One salary line becomes a share

   You pay for one or two days of a CTO, not a full-time package, a recruiter’s fee and the months a search takes. The role is filled the week we agree it.

2. Decisions stop circling

   AI, cloud and vendor questions that have sat on the board agenda for a quarter get an accountable answer in the week they are raised, from someone who has made them before and will stand behind them.

3. The organisation moves faster than the market around it

   Agents in production, engineers building with agents, and a sovereign estate that regulators accept are the three shifts every UK organisation now has to make. You make them with someone who has already done each one, so you skip the expensive first attempt.

4. Capability stays when the engagement ends

   The operating model, the guardrails and the engineering practices are built into your teams, not rented from a bench. What you keep is a leadership team that can govern AI and an engineering function that ships with it.

How the return is measured →