Compounding Small AI Wins

Looking back at the year, the biggest gains didn’t come from massive breakthroughs. They came from dozens of small workflow improvements — each shaving minutes, reducing friction, clarifying decisions.

Compounding is subtle. A five-minute saving repeated daily becomes hours. Clearer decisions reduce second-guessing. The transformation wasn’t loud. It was incremental. And that’s precisely why it stuck.