2026 Utility Innovation Survey: Industry leaders turning more to AI as data-center boom reshapes grid planning
National Grid Partners' third annual Utility Innovation Survey finds 78% of U.S. utility innovation leaders deploying or operationalizing AI to manage data-center-driven demand, and 74% saying AI-driven load growth is already impacting grid reliability. Priorities are shifting fast: reliability now ranks in the top three for 73% of utility leaders, up from 43% in 2025, while net-zero fell from 54% to 16%. The survey also flags friction — 87% say pre-AI rate-case frameworks limit returns on innovation investment, and 83% say data-center infrastructure costs are being passed to residential customers through higher bills.
Key figures
- Ai adoption pct
- 78%
- Survey respondents
- 134
- Netzero top3 priority pct
- fell from 54% to 16%
- Emerald ai pilot energy cut
- more than a third in under a minute
- Reliability top3 priority pct
- 73%
- Startup partnership share pct
- 34%
- Ai load reliability impact pct
- 74%
- Innovation budget increase pct
- 72%
- Pilot to full rollout 2025 pct
- 78%
- Ngpartners total investment usd
- 600000000
- Incremental innovation spend pct
- 59%
- Returns limited by regulation pct
- 87%
- Pilot to full rollout over 1yr pct
- 84%
- Reliability top3 priority 2025 pct
- 43%
- Startup partnership share 2025 pct
- 28%
- Transformational innovation spend pct
- 16%
- Datacenter costs passed to residential pct
- 83%
AI analysis
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AI-generated analysis of a public disclosure. Not investment advice; verify against the original document.