Most AI projects don't fail. They go quiet.
The workflow gets built, it works, everybody's impressed for about two weeks — and then nobody talks about it again. Six months later the owner can't tell you whether it earned its keep, because nothing ever reported back.
The fix takes four minutes a week. We call it the Friday receipt.
One screen, three lines
At the end of every week, each workflow reports three things:
One — how many times it ran. The follow-up sequence fired 47 times. The after-hours responder handled 12 inquiries. Plain counts, no interpretation.
Two — how many hours that handed back. Multiply the count by the honest minutes each one used to take. If answering a pricing question took you four minutes and it happened 30 times, that's two hours back in your week. Not a projection — a tally of work that already happened.
Three — what still needed a human. The edge cases. The odd request. The one a person had to step in and finish.
That third line is the valuable one, and it's the one most reports leave out. It isn't a list of shortcomings — it's your build queue, written for you by the actual week. Whatever needed you three times is what gets wired next.
Why this changes the conversation
Before the receipt, "is the AI working?" is a feeling. Somebody says it seems faster. Somebody else says they're not sure. The debate never resolves because there's no scoreboard.
After the receipt, it's a number you can look at on a Friday afternoon. Either the hours are coming back or they aren't. If they are, you know exactly which workflow to extend. If they aren't, you found out in week two instead of quarter three.
It also does something quieter: it makes the wins visible to your team. People trust systems they can see working. A weekly line that says *this handled 47 follow-ups so you didn't have to* does more for adoption than any training session.
Start it before you build anything else
You don't need a dashboard, a BI tool, or a new subscription. A saved note, a recurring email to yourself, a pinned message in your team chat — any of those work. The format matters more than the tool: ran this many times, saved this many hours, needed a human here.
Proof beats promises. Build the receipt first, and every workflow after it has to earn its spot.
*Want a hand setting up your first one? kashcc.com*