#ai-adoption
Moving from pilots to production, and what each stage actually demands.
Tagged articles (25)

Orchestrating Multi-Speed AI: The Complete AI Framework as Guiding Policy
Most organisations use AI; few have redesigned the work around it. The Complete AI Framework is the guiding policy turning diagnosis into action.

AI's Interconnected Challenge: Diagnosing the Six Concerns of the Board
The Board's six concerns demand simultaneous orchestration and receive sequential, project-level attention. Treating them as one diagnostic lens is where AI governance starts.

From AI Pilots and Projects to AI Strategy: Avoiding the Business Case Trap
Approving AI business cases at record pace is not a strategy: 92% are investing more, 1% have reached maturity. The gap is coherence.

After the AI Amnesty: Practical Steps to Operationalise Discovered Shadow AI
After the amnesty, speed matters: employees who disclosed expect enablement, not restriction. A roadmap for turning discovered shadow AI into governed capability.

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: 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: 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.

Upskilling for the AI Era: Building a Future-Ready Workforce
The scramble for AI talent repeats the early cloud years, and the answer is the same: upskill the people already there instead of chasing hires.

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.

Understanding the AI Stages of Adoption: A framework for business leaders
The AI Stages of Adoption locate an organisation, function by function, on a five-stage path from Experimenting to Scaling, and show how to move.

Europe's AI challenge: Why culture trumps capital in technology adoption
Europe's lag in AI adoption is not a shortage of capital. Seen from San Francisco, the difference is culture: openness to transformation, not money.

Introducing the AI Stages of Adoption: A framework for understanding AI readiness in your business
The AI Stages of Adoption, introduced for private equity firms and their portfolio companies: a five-stage framework for reading AI readiness and value creation.
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