Pure IP business with near-zero capex (1-3% of revenue). NVIDIA's 73% gross margins and $3T+ market cap show the leverage.
CUDA 90%+ lock-in is the strongest software moat in the model. AI in chip design at 30-40% adoption (Synopsys DSO.ai, Cadence Cerebrus).
Custom silicon from cloud companies (5-15% of AI workloads) is the competitive crack, but NVIDIA keeps extending the frontier.
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 | 1.18 | 1.16 – 1.20 | AI tailwind (+18%) |
| 2 Years | 1.38 | 1.33 – 1.43 | AI tailwind (+38%) |
| 3 Years | 1.82 | 1.72 – 1.92 | AI tailwind (+82%) |
| 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 SEMICONDUCTORS - Chip Design & Fabless.
| Industry | Effect | Strength | Timing |
|---|---|---|---|
|
Automobiles & Components
AI growth in Automobiles & Components creates demand or opportunities that benefit SEMICONDUCTORS - Chip Design & Fabless
|
Positive | 95% | Near-term |
|
Consumer Discretionary
AI growth in Consumer Discretionary creates demand or opportunities that benefit SEMICONDUCTORS - Chip Design & Fabless
|
Positive | 95% | Near-term |
|
SOFTWARE - Cloud & AI Platforms
AI growth in SOFTWARE - Cloud & AI Platforms creates demand or opportunities that benefit SEMICONDUCTORS - Chip Design & Fabless
|
Positive | 95% | Near-term |
|
Technology Hardware
AI growth in Technology Hardware creates demand or opportunities that benefit SEMICONDUCTORS - Chip Design & Fabless
|
Positive | 90% | Near-term |
|
SEMICONDUCTORS - Foundry & Equipment
AI changes in SEMICONDUCTORS - Foundry & Equipment have complex, mixed effects on SEMICONDUCTORS - Chip Design & Fabless
|
Mixed | 85% | Near-term |
|
Energy
Energy availability enables the massive compute needed for AI chip design
|
Positive | 70% | Medium-term |
|
PHARMA - Biotech & AI Drug Discovery
AI growth in PHARMA - Biotech & AI Drug Discovery creates demand or opportunities that benefit SEMICONDUCTORS - Chip Design & Fabless
|
Positive | 70% | Medium-term |
|
Utilities
AI changes in Utilities have complex, mixed effects on SEMICONDUCTORS - Chip Design & Fabless
|
Mixed | 55% | Medium-term |
| ...and 3 more | |||
When AI changes SEMICONDUCTORS - Chip Design & Fabless, 8 other industries feel it:
See how all 28 industries compare in our Full AI Market Cascade Dashboard