For organizations establishing AI programme offices or enhancing existing PMO capabilities to handle AI portfolios. We cover governance structure design, RAID log management for AI-specific risks, milestone tracking methodologies, stakeholder reporting frameworks, and Power BI dashboard development for real-time programme visibility. Drawing from our NHS England experience (70% maturity increase), we share practical templates, playbooks, and lessons learned.