Essays and perspectives on AI, leadership, and building systems that work
Copilot's paid market share fell 39% in six months. This is not a product problem. It is an architecture problem, and the organisations betting on Copilot are carrying structural risk they have not named.
AI pilots produce adoption metrics because the tool framing optimises for adoption, not commercial advantage. The governance gap is a capital allocation problem — not a technology failure.
Most organisations hire a Chief AI Officer before the mandate is in place. Three conditions make the hire defensible — and what a £150,000 wrong hire costs.
Most AI programmes produce activity but not commercial leverage. The gap is structural and it will not close by running more projects.
The most common structural failure in mid-market AI isn't the wrong tool or vendor. It's that nobody owns the commercial outcome. And activity without ownership is just cost.
Your first AI bet is not a pilot or an experiment. It is the decision that shapes your entire advantage trajectory — and most mid-market firms get it wrong.
Deferring ROI definition is not a timing decision. It is the single most common strategic error in AI investment. And it is how capital discipline dies.
The instinct to hire a CAIO is strong. But mandate clarity must come before role creation. Here is why most CAIO hires fail — and what to do instead.
Your buyers aren't just researching differently, they're running AI agents to evaluate you before any human at their company knows your name. And in most cases, those agents are deciding you're not worth talking to.
Fractional AI leadership installs a named AI owner part-time. Learn what it delivers, when each alternative is right, and UK costs in 2026.
Your AI initiative list is not a strategy. It is a symptom. And the longer it grows unchecked, the less likely any single initiative on it is to deliver the advantage you are paying for.
Your AI pilot is not failing slowly. It is failing expensively. And the longer you wait, the more it costs you in capital, credibility, and strategic capacity.