Nimit Bhardwaj

Nobody hired you to be your own data team. But you own a critical report, or three, and there's nobody to hand them to. This summer, we sat down with people in exactly that position. Almost everyone had quietly built their own AI setup to cope: a project per client, a database schema pasted in by hand, a data dictionary written from scratch so the files join properly. Several were paying for it personally. None had compared notes, and they'd all landed on the same handful of techniques. We'll walk through those five techniques so you can steal them, and the five walls every one of them hits: context you re-explain every time, work that stops when you close your laptop, numbers you can't trace back. Then what it looks like when those walls come down. Not another dashboard. An agent that knows your data, runs without you, and shows its working.