ADI structured and led a workshop examining how AI‑driven data center growth translates into power demand, infrastructure strain, and planning risk. Insights were synthesized from utilities, hyperscalers, OEMs, and developers to assess demand magnitude, geographic concentration, and timing relative to transmission and permitting constraints. The analysis framed implications for fuel mix, grid investment sequencing, and regulatory engagement under multiple AI adoption scenarios.
The client
Global integrated energy company
The situation
Accelerating AI adoption is driving uncertain but potentially outsized data‑center power demand amid grid and permitting constraints.
ADI’s contributions
Expert network convening
Drew on ADI’s established relationships with utilities, OEMs, developers, and academics for candid, cross‑sector perspectives.
Infrastructure constraint assessment
Evaluated transmission, interconnection, and permitting bottlenecks shaping feasible data‑center expansion timelines.
Power supply option screening
Assessed viability of gas, renewables, nuclear, storage, and flexibility solutions against hyperscaler requirements.
Strategic implication synthesis
Translated expert insights into actionable implications for long‑term infrastructure and energy planning.
Key outcomes
- Established decision context for grid investment, fuel mix, and policy engagement under structurally rising but uncertain AI‑related power demand.
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Here are the latest highlights from ADI’s SAF Tracker: The full newsletter along with archives and databases are available to SAF Tracker subscribers.