Every enterprise technology programme for forty years has been the same project: getting what people know out of their heads and into a system. AI is just the first tool sharp enough to reach the knowledge we always called too skilled to automate. Here's what the rising water does when it finally reaches the high ground, and why I help build the thing that worries me.
The board has seen the demo and wants the autonomous agent live by Q3. That is not how any of this works. Here is the map I actually use to deliver AI: where it goes, and how to reach it without becoming one of the 40% of projects that get cancelled.
The Highest Paid Person's Opinion isn't always wrong — but it needs a reality check from the people who actually build things. The best organisations make space for 'cool idea, but here's how that actually works.'
Tiny Jira tickets. Daily check-ins. Hand-holding. Scrum built the perfect assembly line — and AI loves assembly lines. The question isn't whether AI can do the tickets. It's whether your team is more than the sum of its tickets.
The 'missionaries vs mercenaries' framing is lazy and wrong. After 30 years of freelancing, I've seen full-timers who don't care and contractors who bleed for the outcome. It's not about employment status — it's about who gives a damn.
Most contracts last three to six months. I spent five years as a part-time architect at a century-old industrial manufacturer. Here's what long-term fractional engagement really looks like — the advantages, the risks, and why it's the antithesis of mercenary behaviour.