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Research and perspectives on operating enterprise AI.

Ideas, analysis and practical guidance for leaders building the systems, measures and operating disciplines required to manage AI across the enterprise.

Enterprise AI estate
Operating intelligence
Analytics and performance
Value Intelligence
Strategy and planning
Governance and risk

Value measurement

Why AI activity metrics do not prove value

Licences, usage and prompt counts show that AI is being used. They do not establish whether it is producing successful work or creating value. Here is the difference and why it matters for leadership.

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4 August 2026
What is the enterprise AI estate?
The AI estate is more than the applications a company has bought. It includes the tools, agents, models, workflows, owners, costs and outcomes that AI now touches across the business, and it is rarely visible in one place.

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Research and perspectives on operating enterprise AI.

Why AI activity metrics do not prove value

What is the enterprise AI estate?

Follow the development of Enterprise AI Operating Intelligence.