The short version, and where the long one is.
AtomsAI started from a pattern we saw repeatedly inside SaaS Labs. Companies had budget for AI, appetite for it, and a pilot that had already impressed a steering committee. What they didn’t have was anything running. The model wasn’t the blocker. The blocker was the twelve systems between a good output and a finished piece of work — and the fact that nobody had scoped the exception queue, the approval gate, or the runbook.
Jane from AP manually fixes invoices that fail OCR on Fridays. We exist to fix Friday.