Why this doctrine now?
Organisations are under pressure. Technological competition is accelerating. AI's promises are seductive and often overstated. In this context, the risk is high of delegating critical decisions to poorly understood algorithms, integrated without real preparation, without explicit governance.
This risk is existential for organisations. An irresponsible AI integration decision can compromise reputation, legal compliance, operational continuity and the legitimacy of leadership.
This doctrine proposes a clear, actionable and resilient cadre to decide before you integrate. It is designed to be adapted to every organisational context, every sector, every maturity level.