Automobiles and components covers carmakers, electric vehicle makers, auto parts and systems suppliers, and driver-assistance and self-driving technology companies. AI shows up mainly in driver assistance, robotaxis, in-car software and factory automation.
Representative public companies: Tesla (TSLA), General Motors (GM), Toyota Motor (TM), Ford Motor (F), Mobileye Global (MBLY), Aptiv (APTV), XPeng (XPEV). Named for context only, not as recommendations.
Research current as of September 12, 2026 · Adoption stage: Bifurcated
Self-driving is splitting the industry. Waymo, which Alphabet owns rather than a carmaker, reported 500,000 paid robotaxi rides a week across 10 US cities in March 2026 and served 14 cities after opening Denver, San Diego and Tampa on September 1, 2026. Tesla had 1.48 million active FSD subscriptions in Q2 2026 and launched unsupervised rides in Miami, Orlando and Tampa in July, adding to Austin. But a third-party tracker counted only 156 unsupervised Tesla vehicles on August 31, and Tesla's Q2 operating margin fell to 1.4%. Mobileye shipped 10.0 million EyeQ systems in Q2 2026 on roughly flat revenue and plans to run its own robotaxi fleet starting in 2027. GM's Q2 2026 results release did not highlight Super Cruise or eyes-off driving progress, with its only reference to autonomy a footnote on past Cruise restructuring costs.
| Company | What was deployed | Date |
|---|---|---|
| Waymo (owned by Alphabet, GOOGL) | Fully driverless paid ride-hailing across multiple US metro areas. 500,000 paid robotaxi rides per week across 10 US cities, up from 50,000 weekly rides in May 2024. |
2026-03-27[1] |
| Waymo (owned by Alphabet, GOOGL) | Opened fully autonomous rides to the public in Denver, San Diego and Tampa. | 2026-09-01[2] |
| Tesla (TSLA) | Unsupervised Robotaxi operating area expanded in Austin, plus new unsupervised rides launched in Miami, Orlando and Tampa in July 2026, using Model Y vehicles. | 2026-07-22[3] |
| Tesla (TSLA) | Supervised Full Self-Driving software sold by subscription, with FSD v14 lite rolled out in the US and South Korea, and production Cybercabs (no steering wheel) starting engineering test drives on public roads. 1.48 million active FSD subscriptions in Q2 2026, up 56% year over year, with North American attach rates above 55% of new deliveries. |
2026-07-22[3] |
| Mobileye Global (MBLY) | Mobileye's self-driving system in Volkswagen group MOIA vehicles began public user testing with safety drivers in Hamburg, Germany; separately, a cloud-enhanced ADAS design win with Stellantis. 10.0 million EyeQ systems shipped in Q2 2026, up 3%, on revenue of $508 million, roughly flat year over year. |
2026-07-23[4] |
Projections grounded in what is happening now, not certainties. Each one names the signal that would confirm it.
Auto is bifurcated: the car-as-software trend (OTA updates, subscriptions, ADAS) benefits tech-forward OEMs and semis suppliers. The car-as-transportation trend (autonomy) threatens the entire ownership model at 10yr.
Legacy OEMs will acquihire autonomous driving startups (GM/Cruise, Ford/Argo) or die. The insurance cross-effect from autonomous driving is enormous.
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 31 industries we track.
| Timeframe | Score | Range | In Plain English |
|---|---|---|---|
| 1 Year | 1.01 | 0.99 – 1.03 | Roughly neutral (+1%) |
| 2 Years | 1.13 | 1.09 – 1.17 | Slight tailwind (+13%) |
| 3 Years | 1.42 | 1.34 – 1.50 | AI tailwind (+42%) |
| 5 Years | 2.17 | 1.98 – 2.35 | AI tailwind (+117%) |
| 10 Years | 2.82 | 2.55 – 3.09 | AI tailwind (+182%) |
The same engine run under three sets of assumptions. The spread between the rows shows the uncertainty. It is not a forecast of which one happens.
| Scenario | 1 yr | 2 yr | 3 yr | 5 yr | 10 yr | Rank |
|---|---|---|---|---|---|---|
| Boom Faster AI progress, energy breakthroughs | 1.03 | 1.14 | 1.48 | 2.41 | 3.18 | #17 |
| Base Base case AI progress, current trajectory energy | 1.01 | 1.13 | 1.42 | 2.17 | 2.82 | #16 |
| Doom Slower AI progress, constrained energy, market correction | 0.97 | 1.10 | 1.35 | 1.94 | 2.48 | #15 |
Each component is scored from research, weighted differently at each time horizon, and added together:
Then cascaded through 205 cross-industry relationships.
Built from earnings calls, patent filings, regulatory documents, deployment disclosures and peer-reviewed research. 205 mapped cross-industry relationships. Recalibrated continuously since February 2026, with every parameter change logged.
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 Automobiles & Components.
| Industry | Effect | Strength | Timing |
|---|---|---|---|
|
Insurance
AI changes in Insurance have complex, mixed effects on Automobiles & Components
|
Mixed | 80% | Near-term |
|
SEMICONDUCTORS - Chip Design & Fabless
AI growth in SEMICONDUCTORS - Chip Design & Fabless creates demand or opportunities that benefit Automobiles & Components
|
Positive | 80% | Medium-term |
|
Energy
The energy transition drives EV infrastructure and manufacturing
|
Positive | 60% | Near-term |
|
Materials
AI growth in Materials creates demand or opportunities that benefit Automobiles & Components
|
Positive | 60% | Medium-term |
|
Transportation
AI growth in Transportation creates demand or opportunities that benefit Automobiles & Components
|
Positive | 60% | Medium-term |
|
SEMICONDUCTORS - Foundry & Equipment
AI growth in SEMICONDUCTORS - Foundry & Equipment creates demand or opportunities that benefit Automobiles & Components
|
Positive | 60% | Medium-term |
When AI changes Automobiles & Components, 6 other industries feel it:
See how all 31 industries compare in our Full AI Market Cascade Dashboard