How a Single AI Agent Replaced a 5-Person Data Team at a Fintech Startup

I spend a lot of time in the AI space -- reading papers, building things, talking to engineers who are actually shipping. And there is a gap between what the demos show and what production systems actually look like that nobody is being fully honest about.