160 GB of data. Zero structure.
We built a massive repository and thought size meant progress. It didn't.
Every GB was just garbled noise. Pure confusion stacked on top of pure confusion. Scale without structure isn't an asset. It's a liability.
The fix wasn't adding more data. It was asking: does each component know what it's wired to?
And: does it know how it processes through the system? Two questions. Most teams skip both.
Structure isn't the boring part of building. It's the whole game. 160 GB taught us that. Zero structure teaches you nothing at all.
Book the $750 AI ops audit →