Virginia imposes tougher data-centre accountability measures and creates an AI Task Force

Summary

Virginia Governor Abigail Spanberger signed Executive Order 22 establishing a Data Center Accountability Framework and a new AI Task Force. The framework addresses transparency, environmental impacts, energy costs, clean energy, workforce effects and local engagement. It also restricts the use of non-disclosure agreements for certain data-centre projects and directs additional scrutiny of large facilities. The AI Task Force is tasked with examining workforce displacement, data privacy and cybersecurity risks from AI.

Commercial sectors most likely to be impacted

  • AI, Data Centres & Digital Infrastructure
  • Energy, Oil & Gas
  • Utilities, Water & Waste Management
  • Construction & Engineering
  • Real Estate & Property
  • Semiconductors & Electronic Components
  • Manufacturing & Industrial Production
  • Cybersecurity & Digital Risk

Business reality why a non-technical CEO should care

AI infrastructure is becoming constrained not just by chips but by electricity, water, planning permission and local political acceptance. A data-centre project can therefore face a much broader approval process than it did previously. That has knock-on effects for cloud capacity, AI deployment timescales and potentially pricing.

How to mitigate the potential problem

  • Treat power availability as a strategic procurement issue.
  • Include planning and grid-connection risk in technology projects.
  • Avoid assuming that a cloud provider's stated capacity will necessarily translate into available capacity in every region.
  • Diversify workloads geographically.
  • Ask infrastructure suppliers for evidence of power, water and permitting resilience.