Demos pass; production AI is harder.
A demo notebook to a working AI product is six months of engineering most organisations don't budget for. Data pipelines, model versioning, monitoring, drift detection, fairness review, human-in-the-loop UX, and the operational on-call playbook are the long tail of AI in production.