frontline ai workers

When leaders ask, “What impact is AI having?” The honest answer is often: “I know it’s helping, but I can’t fully quantify it yet.”

That’s normal. Most AI adoption starts where risk is low and workflows are internal. That’s exactly where it should start. The challenge is translating invisible productivity into visible business outcomes.