Cloud is the pickaxe seller in the AI gold rush — every dollar spent on AI flows through cloud infrastructure first. Azure 39% YoY AI growth, GCP 48%.
Moats are strengthening via data gravity, CUDA lock-in, and $700B+ capex creating massive barriers. Value accrues to the 3 hyperscalers who own the infrastructure layer.
Startups build ON cloud, not against it.
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 | 1.20 | 1.18 – 1.22 | AI tailwind (+20%) |
| 2 Years | 1.40 | 1.35 – 1.45 | AI tailwind (+40%) |
| 3 Years | 1.81 | 1.71 – 1.91 | AI tailwind (+81%) |
| 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 SOFTWARE - Cloud & AI Platforms.
| Industry | Effect | Strength | Timing |
|---|---|---|---|
|
SEMICONDUCTORS - Chip Design & Fabless
AI growth in SEMICONDUCTORS - Chip Design & Fabless creates demand or opportunities that benefit SOFTWARE - Cloud & AI Platforms
|
Positive | 100% | Near-term |
|
PHARMA - Biotech & AI Drug Discovery
AI growth in PHARMA - Biotech & AI Drug Discovery creates demand or opportunities that benefit SOFTWARE - Cloud & AI Platforms
|
Positive | 90% | Medium-term |
|
SEMICONDUCTORS - Foundry & Equipment
AI growth in SEMICONDUCTORS - Foundry & Equipment creates demand or opportunities that benefit SOFTWARE - Cloud & AI Platforms
|
Positive | 90% | Near-term |
|
Healthcare Equipment & Services
AI growth in Healthcare Equipment & Services creates demand or opportunities that benefit SOFTWARE - Cloud & AI Platforms
|
Positive | 85% | Medium-term |
|
Banks
AI growth in Banks creates demand or opportunities that benefit SOFTWARE - Cloud & AI Platforms
|
Positive | 85% | Near-term |
|
Diversified Financials
AI growth in Diversified Financials creates demand or opportunities that benefit SOFTWARE - Cloud & AI Platforms
|
Positive | 85% | Near-term |
|
Telecommunication Services
AI growth in Telecommunication Services creates demand or opportunities that benefit SOFTWARE - Cloud & AI Platforms
|
Positive | 85% | Medium-term |
|
Energy
Data center expansion depends on abundant, affordable energy
|
Positive | 80% | Near-term |
| ...and 8 more | |||
When AI changes SOFTWARE - Cloud & AI Platforms, 14 other industries feel it:
See how all 28 industries compare in our Full AI Market Cascade Dashboard