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The Utility-AI Leadership Edge Part II: The Utility CIO’s Mandate in the Age of AI
Photo by Stephen Dawson / Unsplash

The Utility-AI Leadership Edge Part II: The Utility CIO’s Mandate in the Age of AI

Utility CIOs face a structural shift as advanced intelligence moves into grid operations. The mandate is to govern, scale, and integrate it responsibly—unlocking flexibility, resilience, and efficiency while managing operational, cyber, and regulatory risk.

Article Series

Hannah Kaplan

Hannah Kaplan

Dec 31, 2025 — 6 min read
Managing Data Center Uncertainty Part V — From Uncertainty to Action: A Five-Mechanism Integrated Framework

Managing Data Center Uncertainty Part V — From Uncertainty to Action: A Five-Mechanism Integrated Framework

AI data center demand uncertainty is a governance failure, not a modeling problem. The article proposes five integrated regulatory tools to force transparency, align incentives, unlock flexibility, avoid overbuild, and protect ratepayers while accelerating decarbonization

Article Series

Michael Leifman

Michael Leifman

Dec 16, 2025 — 17 min read
The Role of Artificial Intelligence in World Energy Employment 2025

The Role of Artificial Intelligence in World Energy Employment 2025

Report Reviews

Brandon Owens

Brandon Owens

Dec 11, 2025 — 6 min read
Managing Data Center Uncertainty Part IV — Flexibility Is the New Capacity: Unlocking 100 GW Without New Generation

Managing Data Center Uncertainty Part IV — Flexibility Is the New Capacity: Unlocking 100 GW Without New Generation

The U.S. grid has ~100 GW of hidden capacity that data centers could unlock with tiny, well-timed curtailments. With stronger price signals—geometric demand charges and TOU surcharges—flexibility becomes profitable, enabling rapid AI load growth without new generation.

Article Series

Michael Leifman

Michael Leifman

Dec 11, 2025 — 13 min read
What’s Holding Utilities Back from Scaling the Grid for AI?
Photo by wu yi / Unsplash

What’s Holding Utilities Back from Scaling the Grid for AI?

AI demand moves in months while grid infrastructure moves in years, creating a strategic mismatch. Unless utilities evolve from building capacity to orchestrating flexible demand, the grid becomes the bottleneck of the AI economy

Cognitive Grid

Shailesh Jain

Shailesh Jain

Dec 10, 2025 — 8 min read
The Great Shift in AI Infrastructure: From Hyperscale Training to Edge-Based Real-Time Action
Photo by Wilhelm Gunkel / Unsplash

The Great Shift in AI Infrastructure: From Hyperscale Training to Edge-Based Real-Time Action

AI’s future isn’t in desert mega-campuses—it’s emerging in old warehouses wired with power across America. As data-center demand strains grids and latency needs rise, these forgotten industrial buildings are becoming the critical, low-latency nodes of the AI era.


Brandon Owens

Brandon Owens

Dec 8, 2025 — 7 min read
The Genesis Mission and the Architecture of National Scientific Capacity

The Genesis Mission and the Architecture of National Scientific Capacity

The White House launched the Genesis Mission, directing DOE to build a unified AI platform that integrates federal data, HPC systems, and autonomous research tools to accelerate scientific discovery, with significant implications for compute capacity and energy infrastructure.

Report Reviews

Brandon Owens

Brandon Owens

Nov 24, 2025 — 7 min read
The Utility-AI Leadership Edge Part I: How Utility COOs Can Harness AI to Deliver Resilience, Reliability, and Growth

The Utility-AI Leadership Edge Part I: How Utility COOs Can Harness AI to Deliver Resilience, Reliability, and Growth

AI is transforming utility operations as COOs face soaring electrification, data-center load, extreme weather, and aging infrastructure. The shift from reactive to predictive, AI-driven management is now essential for reliability, resilience, and meeting rising customer expectations.

Article Series

Hannah Kaplan

Hannah Kaplan

Nov 19, 2025 — 6 min read

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AIxEnergy

Independent analysis of AI infrastructure, data centers, electric grids, power markets, and energy policy for utilities, investors, developers, and policymakers.

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