State-by-state regulation in the US creates 50 separate compliance burdens — a massive moat. AI will transform underwriting and claims internally, but the value accrues to incumbents who already have the data and distribution.
Autonomous vehicles are the wildcard that could reshape auto insurance entirely by 5-10yr.
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 | 1.32 | 1.28 – 1.36 | AI tailwind (+32%) |
| 3 Years | 1.78 | 1.68 – 1.87 | AI tailwind (+78%) |
| 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 Insurance.
| Industry | Effect | Strength | Timing |
|---|---|---|---|
|
Automobiles & Components
AI changes in Automobiles & Components have complex, mixed effects on Insurance
|
Mixed | 90% | Medium-term |
|
Healthcare Equipment & Services
AI changes in Healthcare Equipment & Services have complex, mixed effects on Insurance
|
Mixed | 85% | Near-term |
|
PHARMA - Big Pharma
AI changes in PHARMA - Big Pharma have complex, mixed effects on Insurance
|
Mixed | 75% | Medium-term |
|
Comm & Prof Services
AI growth in Comm & Prof Services creates demand or opportunities that benefit Insurance
|
Positive | 70% | Near-term |
|
PHARMA - Biotech & AI Drug Discovery
AI changes in PHARMA - Biotech & AI Drug Discovery have complex, mixed effects on Insurance
|
Mixed | 55% | Medium-term |
|
Transportation
AI growth in Transportation creates demand or opportunities that benefit Insurance
|
Positive | 50% | Medium-term |
|
Banks
AI growth in Banks creates demand or opportunities that benefit Insurance
|
Positive | 50% | Near-term |
|
SOFTWARE - Enterprise SaaS
AI changes in SOFTWARE - Enterprise SaaS have complex, mixed effects on Insurance
|
Mixed | 40% | Near-term |
When AI changes Insurance, 4 other industries feel it:
See how all 28 industries compare in our Full AI Market Cascade Dashboard