A few years ago, we started exploring AI with curiosity, dabbling in low-code/no-code tools, open-source packages, and testing out ideas to solve real problems. As our focus is primarily the manufacturing space, the excitement quickly met reality: reliable data was scarce, and accuracy couldn’t be a maybe. In production, a model either works or it doesn’t—there’s no room for ambiguity.