Infografik
US power demand, prices, and earnings targets are rising
Keys to managing growth and affordability
Where to start?
Five priorities to launch the transformation
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Value sources
Size the workflows that most affect reliability, safety, affordability, customers, and regulatory compliance
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Changing work
Identify which tasks disappear or become AI-assisted, which roles get reinvented, and what the workforce implications are
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Reusable capabilities
Lay out which data, AI, and integration capabilities should be built once and scaled, and define the requirements
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Proof points
Choose 3–5 pilots that can deliver near-term value and build toward the 2030 model
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Scale with repeatable capabilities
Forge pathways to scale across workflows, institutionalizing new capabilities, processes, training, and technology
AI in Energy: From Pilots to Payoff
Most energy and natural resource companies remain stuck in AI pilot purgatory. Here’s what the companies making progress do differently.