Utilities face a two-sided squeeze: data center demand is enormous (bullish) but hyperscalers building off-grid power is a direct moat-breaker (bearish). Meta captive nuclear, Amazon/Google same — 33% of data centers could be off-grid by 2030. Natural monopoly + rate-of-return regulation still protects the core business, but the highest-value new customers (hyperscalers) are bypassing utilities entirely.
AI optimizes grid operations internally but the growth thesis depends on whether utilities capture data center demand or lose it to captive generation. compDyn flipped negative in v4 for this reason.
A score of 1.00 = no change.
>1.00 means AI (net) boosts this industry's relative value.
<1.00 means AI (net) erodes it.
These are relative scores — how this industry's share of the economy shifts in relation to all 28 industries we track.
| Timeframe | Score | Range | In Plain English |
|---|---|---|---|
| 1 Year | 0.92 | 0.90 – 0.94 | Slight headwind (-8%) |
| 2 Years | 0.82 | 0.78 – 0.86 | AI headwind (-18%) |
| 3 Years | 0.58 | 0.50 – 0.66 | AI headwind (-42%) |
| 5-year and 10-year projections are available in the Full AI Market Cascade Dashboard | |||
Each industry is scored across 8 independent research dimensions, then multiplied together:
Then cascaded through 170 cross-industry relationships. Each dimension is weighted differently at each time horizon.
9 research-grade knowledge bases built from earnings calls, patent filings, regulatory documents, and industry reports. 170 mapped cross-industry relationships. Continuously maintained and recalibrated — 6 calibration rounds to date.
Refreshed with every major development. Real deployment numbers, quarterly earnings data, regulatory shifts (EU AI Act, export controls), and macro conditions like the energy bottleneck. Not a static model — a living one.
This report uses: Base case AI development pace and Current trajectory energy trajectory. Members can adjust both and see how scores change in real time.
When AI changes these industries, it ripples into Utilities.
| Industry | Effect | Strength | Timing |
|---|---|---|---|
|
Energy
Energy infrastructure investment drives utility grid expansion and modernization
|
Positive | 90% | Near-term |
|
Technology Hardware
AI growth in Technology Hardware creates demand or opportunities that benefit Utilities
|
Positive | 85% | Near-term |
|
SEMICONDUCTORS - Chip Design & Fabless
AI disruption in SEMICONDUCTORS - Chip Design & Fabless may reduce demand or competitiveness for Utilities
|
Negative | 85% | Near-term |
|
Real Estate
AI growth in Real Estate creates demand or opportunities that benefit Utilities
|
Positive | 80% | Medium-term |
|
SOFTWARE - Cloud & AI Platforms
AI disruption in SOFTWARE - Cloud & AI Platforms may reduce demand or competitiveness for Utilities
|
Negative | 75% | Near-term |
|
Capital Goods
AI growth in Capital Goods creates demand or opportunities that benefit Utilities
|
Positive | 70% | Medium-term |
|
SEMICONDUCTORS - Foundry & Equipment
AI disruption in SEMICONDUCTORS - Foundry & Equipment may reduce demand or competitiveness for Utilities
|
Negative | 50% | Near-term |
|
Telecommunication Services
AI disruption in Telecommunication Services may reduce demand or competitiveness for Utilities
|
Negative | 50% | Near-term |
| ...and 1 more | |||
When AI changes Utilities, 6 other industries feel it:
See how all 28 industries compare in our Full AI Market Cascade Dashboard