A Lean Approach to AI: A Case to Withstand Existing Gaps in AI Adoption Strategies

AI is at the same fragile inflection point that software faced decades ago. The technology is accelerating, but most organisations are stuck in outdated delivery models. And the cost of failure is no longer just technical, but strategic. The PoC Problem: Busy, But Going NowhereOne of the clearest signs of trouble? The Proof-of-Concept trap. Many AI teams are stuck in a loop of building demos that never scale.