Banks are simultaneously the biggest AI spenders (JPM 500+ use cases) and the most protected from AI disruption. Regulatory density means AI fintechs burn years on compliance before competing.
But open banking APIs and private credit/NBFI are the cracks — the moat is real but eroding at the edges. Acquihire pattern: let startups prove product-market fit, then absorb.
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 | 1.11 | 1.09 – 1.13 | Slight tailwind (+11%) |
| 2 Years | 1.35 | 1.31 – 1.39 | AI tailwind (+35%) |
| 3 Years | 1.74 | 1.65 – 1.83 | AI tailwind (+74%) |
| 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 Banks.
| Industry | Effect | Strength | Timing |
|---|---|---|---|
|
SOFTWARE - Cloud & AI Platforms
AI growth in SOFTWARE - Cloud & AI Platforms creates demand or opportunities that benefit Banks
|
Positive | 85% | Medium-term |
|
Diversified Financials
AI disruption in Diversified Financials may reduce demand or competitiveness for Banks
|
Negative | 70% | Medium-term |
|
SOFTWARE - Enterprise SaaS
AI growth in SOFTWARE - Enterprise SaaS creates demand or opportunities that benefit Banks
|
Positive | 70% | Medium-term |
|
Comm & Prof Services
AI growth in Comm & Prof Services creates demand or opportunities that benefit Banks
|
Positive | 60% | Medium-term |
|
Consumer Discretionary
AI growth in Consumer Discretionary creates demand or opportunities that benefit Banks
|
Positive | 60% | Near-term |
|
Retailing
AI growth in Retailing creates demand or opportunities that benefit Banks
|
Positive | 50% | Medium-term |
|
Real Estate
AI growth in Real Estate creates demand or opportunities that benefit Banks
|
Positive | 50% | Long-term |
|
Consumer Services
AI growth in Consumer Services creates demand or opportunities that benefit Banks
|
Positive | 30% | Near-term |
When AI changes Banks, 6 other industries feel it:
See how all 28 industries compare in our Full AI Market Cascade Dashboard