Data Stories by Amplytico Week 1: Grid operators prepared for 100 data centers. Built: 40
January 23, 2026
January 23, 2026
Introducing Data Stories by Amplytico, a new series highlighting the insights hiding in the data. Here is this week's topic:
Grid operators prepared infrastructure for 100 major data centers by 2026. Only 40 were actually built.
That's 6 gigawatts of electricity demand—enough to power 4.5 million homes—that never materialized.
What happened?
When utilities first forecasted the AI data center boom in 2025, they relied on developer announcements and industry projections. Then came stricter interconnection standards:
→ 25 projects couldn't secure financing
→ 15 stalled in permitting
→ 20 were cancelled outright
The result? A 40% materialization rate—which is actually typical for large infrastructure with 3-5 year timelines.
This isn't a failure. It's the industry learning to forecast better.
Grid operators are now requiring:
- Proof of financing before queue entry
- Detailed project documentation
- Phased interconnection reviews
The lesson: Infrastructure planning requires balancing optimism with rigor. Early forecasts drive necessary preparation, but validation processes prevent overbuilding.
For those tracking grid modernization, load forecasting, or data center development—this is the reality check the industry needed.
What's your take? Are utilities now too cautious, or appropriately
careful?
📊 Data Stories by Amplytico
Source: PJM Interconnection, EIA, Georgia PSC