Toyota — AI Risk Rating 2026
Toyota has a Nerq AI Rating of B (52/100), based on analysis of 6 identified AI tools. No critical issues detected. Industry: automotive. Ticker: TM. Last analyzed June 2026.
52
AI Score
6
AI Tools
0
Critical
0
Warnings
0
Dependencies
AI Stack Overview
| Tool | Trust Score | Grade | Category |
|---|---|---|---|
| torch | 72 | B | AI framework |
| wandb | 72 | B | AI tool |
| pillow | 54 | D | infrastructure |
| torchvision | 52 | D | |
| opencv-python | 52 | D | |
| torchaudio | 51 | D |
Predictions
| Components at risk (6 months) | 0 |
| Predicted incidents (12 months) | 0.0 |
| Weakest link | torchaudio (trust: 51) |
Industry Comparison
| Entity | Rating | Score | Tools |
|---|---|---|---|
| Tesla | NR | 0 | 0 |
| Volvo | NR | 0 | 0 |
| Hyundai | NR | 0 | 0 |
Methodology
Based on analysis of public GitHub repositories, published dependencies, and public documentation. Ratings reflect publicly observable AI stack health and may not represent the complete internal technology stack.
Frequently Asked Questions
What AI tools does Toyota use?
Based on public repository analysis, Toyota uses 6 AI tools including torch, wandb, pillow.
Is Toyota's AI safe?
Toyota has a Nerq AI Rating of B (52/100). No critical issues detected.
What is Toyota's AI risk level?
AI risk rating: B. Elevated risk.
How does Toyota compare to competitors?
View industry comparison at nerq.ai/industry/automotive.
Does Toyota have AI vulnerabilities?
0 critical issues and 0 health warnings detected across 6 AI tools.
curl nerq.ai/v1/entity/company/toyota