Most organisations are not struggling because of AI capability.
How decisions are made within operations has become more distributed, less visible, and harder to manage.
This is not a delivery problem.
It is a decision system problem.
AI introduces hidden work, variability, and reduced visibility of performance.
Transformation fails when strategy, execution, and value are not aligned.
If your metrics are improving but outcomes remain inconsistent:
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