We built over 50 AI agents and tools for clients. Clients were happy and we were making money, but we shut it all down anyways. We stopped building individual systems. We started building AI Factories for each client. An AI Factory is the system that builds the systems. > The input is client AI use cases prioritized by impact > The output is custom agents and tools (I'm oversimplifying, but that's the gist of it) But now we can't scale any further unless we shut it all down again. We have to stop building AI Factories for each client. We need to build the AI Factory-Factory. Meta, I know, but here me out: The AI Factory-Factory builds a factory for each client. > The input is client problems, growth levers, and business goals > The output is a custom AI Factory that can handle every opportunity (I'm oversimplifying again, but you get it) Now we can deliver absurd value at unprecedented speed, even by AI-native standards. We're kinda disrupting ourselves though, so next we need to start pricing for outcomes because we've completely decoupled time and value.