Governing AI at Scale: When the Foundation Is Ready
Once the foundation exists, AI risk shifts from pilots to scale. This article sets out the operating model, controls, review rhythm and cost discipline needed for governed AI adoption.
Long-form analysis on technology ROI, AI governance, architecture, and transformation.

Once the foundation exists, AI risk shifts from pilots to scale. This article sets out the operating model, controls, review rhythm and cost discipline needed for governed AI adoption.

A readiness assessment only matters if it turns into action. This issue lays out a practical 18-month transformation sequence with phased work across foundation, hardening and scale.