Originally published on AI Tech Connect.
What this guide covers This is a practical plan for engineers, analysts, domain specialists and technically-minded operations people who want to do AI work and would prefer not to burn eighteen months of accrued context, notice periods and relationships to get there. It assumes no existing AI team, no budget of your own, and no permission. It assumes you have a job, a manager, and roughly five hours a week you can direct. The plan has five phases across twelve weeks, followed by the negotiation, which is the part most people get wrong. Everything in it works in a 200-person startup in Bristol and in a 40,000-person global capability centre in Hyderabad, though the political texture differs and I have flagged where. Why the internal route is underrated The market data explains why this…
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