Introduction Many organisations try AI as a quick experiment — a flashy demo or an occasional productivity hack — and then wonder why adoption stalls. The difference between occasional AI use and dependable, AI-powered workflows is systems: repeatable prompts, defined inputs and outputs, and human review steps. Turning AI from novelty to a reliable business tool requires practical design, clear expectations and small, measurable wins […]