A Blueprint for Enterprise AI Transformation in the Energy Sector
AI is reshaping energy companies by embedding prediction into infrastructure operations. A five-part blueprint guides transformation: identify where AI creates value, build unified data architecture, manage AI as a portfolio, govern model risk, and develop strategic technology ecosystems.
AI in Grid Planning: The Burden of Proof
AI can accelerate planning work, but speed is not an evidentiary standard. The more an AI output can shape an infrastructure decision, the more utilities should require traceability, independent validation, reproducibility, controlled change, and accountable engineering judgment.
Tianqiao Zhao
Google’s 100-Megawatt Capacity Deal Signals a New Phase in AI Power Procurement
The strategic change is not that a virtual power plant can provide demand response. It is that an AI company can now procure accredited capacity through a distributed portfolio, turning flexibility from a utility program into a corporate infrastructure contract.
Brandon Owens
The Next Bottleneck Has a Serial Number: Washington Has Added Equipment Provenance to the AI Power Race
Executive Order 14420 addresses a real grid-security threat but creates a new constraint on AI infrastructure. Its success depends on distinguishing cyber-control risk from supply-continuity risk while securing equipment supply chains without deepening shortages.
Brandon Owens