#ai-governance
The oversight, accountability, and controls that govern AI itself and make adoption safe to scale.
Tagged articles (42)
AI Centre of Excellence: Scaling Beyond Pilots to Enterprise Transformation
Successful pilots mask a harder problem: scaling them into enterprise-wide transformation. After the first 90 days, the AI Centre of Excellence's real test begins.
AI Centre of Excellence: Your First 90 Days With Well-Advised Value Focus
The first 90 days of an AI Centre of Excellence should deliver value, not just capability: a sprint portfolio selected with the AI Initiative Rubric.
AI Centre of Excellence: Building Capabilities That Scale With AI Adoption
An AI Centre of Excellence earns its keep through capability, not governance paperwork: Five Pillars capabilities built to match a multi-speed organisation.
AI Centre of Excellence: Designing Structure for Multi-Speed Governance
Organisations adopt AI at different speeds, so one governance structure cannot fit them all: designing an AI Centre of Excellence for that multi-speed reality.
AI Centre of Excellence: Mapping Your Multi-Speed AI Reality
Before governing AI, know where the organisation actually is. Mapping the multi-speed reality function by function replaces maturity claims with evidence.
AI Centre of Excellence: The Essential Functions of the Five Pillars
An AI Centre of Excellence earns its mandate through eighteen essential functions across the Five Pillars. Without them, governance is a name on a chart.
AI Centre of Excellence: Moving Beyond Shadow AI Risk to Scaled AI Adoption
AI makes millions of decisions at speeds traditional oversight cannot match, and shadow AI adds unmanaged risk: the case for an AI Centre of Excellence.
A Complete AI Adoption Framework: AISA, Five Pillars, and Well-Advised
The AI Stages of Adoption, the Five Pillars, and Well-Advised are one framework: how they integrate to govern multi-speed AI adoption across the organisation.
Rethinking Business Cases in the Age of AI: and Securing Buy-In from the Board
A well-built AI business case can still fail at the Board. When 88% of pilots never reach production, approval must carry a path to scale.
Navigating the AI Regulatory Maze: A Boardroom Survival Guide
The EU AI Act is in force, with fines up to €35 million or 7% of turnover. Boards must comply without losing speed.
From Shadow AI to Strategic Asset: Building Your AI Centre of Excellence
Shadow AI is already inside the organisation. A structured AI Centre of Excellence turns it from unmanaged risk into a strategic asset Boards can govern.
Increasing AI Maturity: Navigating the AI Stages of Adoption with the Five Pillars
Readiness for the next AI stage is a Five Pillars question, not a calendar one: a function advances only when every pillar reaches the threshold.
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