AI and Digital Strategy
Data Readiness Is a Business Capability, Not an IT Prerequisite
Why reliable AI and digital decisions depend on data ownership, process discipline, permissions, context and feedback rather than technical pipelines alone.
Professional knowledge and strategic perspectives across strategy, projects, operations, engineering, transformation and business performance.