Why Utilities Need an AI Governance Architecture

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.

AI is making analysis cheap just as data centers are forcing harder electricity decisions. The winners will be the institutions that can verify what their models claim.