Essays and perspectives on AI, leadership, and building systems that work
Most mid-market organisations hire a permanent AI executive before the mandate is clear. Fractional leadership collapses the time between pressure and clarity — and builds the conditions for a hire that sticks.
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 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.
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.