The card said to use AI to build a quarterly compliance report out of a client's event platform. Before I wrote a line I cloned the app. Laravel, about 22,000 files. I spent a day reading it instead of building. There was already a scheduled tracker running. There were attendee exports nobody opened. There were seventeen compliance sheets sitting in the repo that nobody had connected to the ask. The report was most of the way built. It just had no name and no owner, so from the outside it looked like it did not exist.
What the card actually meant
The card said AI. What the client meant was that the quarter closes and somebody sits down for three days with spreadsheets and dreads it. Nobody wants a model. They want the dread to stop. Those are different deliverables, and if you take the first one at face value you will build a beautiful thing that solves nothing.
So I did the boring part. I took the compliance template, all 147 columns of it, and went column by column against what the platform already held. Forty seven mapped straight across, same field, different name. Sixty one were derivable, a join or some date math or a rollup away. Thirty nine were real gaps, things the platform never collected at all.
