Evaluate current state across leadership alignment, workflows, data, risk, and constraints to establish a realistic baseline.
Define where AI should create value, how it fits into operations, and what work is worth doing first.
Focused implementation to deliver working systems with clear ownership, KPIs, and accountability.
Roll out across enterprise with training, governance, and ongoing support so AI becomes part of day-to-day operations.
