Three engagements in a row now. Different industries, different team sizes, different problems. Same pattern.
The person with the most experience, the best instincts, the deepest client relationships — they’re the one buried in spreadsheets. Building reports. Reconciling numbers. Doing the operational plumbing that keeps the business running but has nothing to do with why they’re good at their job.
It makes a kind of sad sense. They’re the ones who know where the data lives. They’re the ones who can spot when a number looks wrong. They’re the ones the team trusts to get it right. So they become the bottleneck — not because they’re slow, but because they’re indispensable for work that shouldn’t require a human at all.
Every time we’ve freed one of these people from the manual layer, the business changed within weeks. Not because the automation was clever. Because the person finally had time to do what only they can do.
We keep saying AI replaces busywork. But the more honest framing is: it gives your best people back. The thread we’re pulling on now: how do you identify these bottleneck people early in a discovery phase — before they volunteer, which they almost never do?