Why many AI initiatives stall after pilots, and why the barrier is rarely technology

Embedding AI into day-to-day operational decision-making rather than treating it as a side project

Aligning leadership behaviours, incentives, and frontline roles to drive adoption

What successful energy organizations are doing differently to turn AI into a habit, not a headline