Everyone can make things with AI.
Far fewer can use what comes out.
Nobody needs convincing that the models are good.
The gap opens right after: work you can trust, rules that hold,
a line back to what it returned. Everyone at the table hits that differently.
Marketing
“Two people, same brief, two different answers.”
My best people spend the week checking, chasing and redoing instead of making.
IT and compliance
“Half of this is already running, and I don't know through what.”
I need to know what's in use, where our data goes, and who signed off before it ships.
Leadership
“We keep spending, and I still can't show what it's returned.”
I want to know it's going somewhere, not just costing more every quarter.