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Thoughts on AI, technology, and building better businesses
AI-assisted development drove a 59% increase in engineering throughput last year. Most teams captured almost none of it. The difference comes down to three layers, and most organisations have only addressed the first one.
You have decided that fractional technical leadership makes sense. Now what? The first 90 days are not about swooping in with answers. They are about asking the right questions, fixing what is genuinely broken, and building a foundation that holds whether the engagement lasts six months or three years.
88% of organisations say they use AI in at least one function. Most of them have not changed anything that matters. The companies posting real results did something specific that the rest skipped.