AI FinOps, governance & Copilot ROI
Insights and methods to steer usage, cost and ROI of AI in the enterprise.
5 min
AI FinOps: measuring the real cost of AI agents in the enterprise
Copilot, ChatGPT Enterprise, Mistral, Dust, Gemini: the cost of AI agents is turning variable and volatile. The 4 AI FinOps metrics to track to avoid budget overruns.
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Shadow AI in the enterprise: detect, frame and secure the usage
Shadow AI is exploding. How to make it visible without monitoring employees, and frame it without killing it.
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Copilot training: who to train, on what, with what ROI
60 to 70% of Copilot licenses are underused after 6 months. The method to target training and prove ROI.
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AI enablement: the program that unlocks adoption
60-70% of Copilot seats sit idle without AI enablement. Here's the 4-step program that turns curiosity into productive usage.
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Enterprise AI Governance: the operational framework
5 building blocks, 3 traps, 90 days to start. The operational AI governance framework that works in 2026.
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