I run a BI team in an era where AI can do in seconds what used to take days. And the thing I've learned most clearly from that: the advantage was never in processing speed. It was always in knowing which question to ask, and why the answer matters to a real person making a real decision. That part hasn't changed. It's just more valuable now.

These aren't borrowed quotes. They're convictions built from 25 years of real decisions, real failures, and real teams. Some came from moments of clarity. Some came from getting things badly wrong. A few came from watching someone else — a manager, a client, a player — articulate something I'd been living but never had words for. I add to this series when something genuinely earns its place. No schedule. No target number. Just the ones that are real.

When I stepped into the BI Manager role in 2024, one thing became clear fast: being good at data wasn't going to be enough. AI was doing things that used to define a BI analyst's day. Organisations weren't looking for more reports — they were looking for answers to questions they hadn't fully formed yet. So I made a decision: we were going to change how we worked before the market forced us to.