Chief AI Officer services for companies making decisions that will last
Strategic AI leadership for CEOs of £5–20m technology companies — where AI decisions are no longer experimental, and mistakes compound quietly.
AI usually enters a company without ceremony. A proof of concept. A vendor conversation. A hire that “seems sensible”.
By the time it’s visible, the direction is already set.
This role exists to intervene before that happens, not to accelerate AI, but to slow decisions down enough to make them correctly.
Scope of services
The work isn’t about doing more with AI. It’s about deciding what kind of system you’re building — before scale makes those decisions expensive to reverse.
AI vision & business alignment
Clarifying where AI genuinely creates value in your business — and where it doesn’t. Yet.
Outcome: a direction the leadership team can stand behind and defend.
Data & infrastructure foundations
Making early architectural choices that support learning without locking the organisation into fragile prototypes.
Outcome: foundations that can change their mind without collapsing.
Responsible & trustworthy AI
Introducing proportionate guardrails early — not bureaucracy, but judgment.
Outcome: confidence under investor, customer, and regulatory scrutiny.
AI product exploration & MVP support
Supporting experimentation without mistaking movement for learning.
Outcome: clearer signals and fewer false starts.
Early automation & AI operations
Applying AI where it removes friction — not where it adds complexity.
Outcome: efficiency gains that free attention for growth.
Founder & leadership AI enablement
Building enough literacy at the top to govern AI decisions calmly, without hype or premature hiring.
Outcome: leaders who retain ownership of AI decisions.
About the role — and the person behind it
I’ve spent most of my career inside growing technology companies — building platforms, leading teams, and sitting in the uncomfortable space between ambition and reality.
Over time, a pattern becomes hard to ignore: the hardest decisions aren’t technical. They’re the ones made early, with incomplete information, that quietly shape everything that follows.
The Chief AI Officer role exists because AI amplifies those moments. It turns small assumptions into long-lived commitments.
My job in this role is not to have all the answers. It’s to help leadership teams ask better questions, notice where certainty is being assumed too early, and make decisions they’ll still be comfortable owning a few years from now.
Thinking in public (quietly)
GPT4.fun
GPT4.fun is a private decision surface for founders navigating AI.
It hosts a small set of self-directed reviews designed to pressure-test AI decisions before they harden into roadmaps, teams, or commitments. No advice. No sign-up. No tracking.
Founders use it to clarify whether an initiative should proceed, pause, or stop — quietly, on their own terms.
You can explore it at gpt4.fun.