# How General Motors uses Neural Concept

**11 vehicle programs** vehicle programs used to train the AI co-pilot

As published on [neuralconcept.com](https://www.neuralconcept.com/customer-stories/general-motors-pedestrian-safety). Captured by usedby on 2026-10-08.

- Company: [General Motors](https://www.usedby.ai/companies/general-motors.md)
- Tool: [Neural Concept](https://www.usedby.ai/tools/neural-concept.md)
- Industry: [Automotive Manufacturing](https://www.usedby.ai/companies/industry/automotive-manufacturing.md)
- Teams: VRU safety engineering specialists, Designers

## What the story says

General Motors trained a Neural Concept AI co-pilot on its internal crash simulation data to predict pedestrian safety metrics such as Head Injury Criterion for new vehicle designs, as an alternative to relying only on finite element simulations. It is first used by vulnerable road user safety specialists, with a plan to extend it to designers earlier in the process.

Summary written by usedby from the source page, in English. The figures are those of Neural Concept and General Motors, not ours.

> In GM’s case, engineers fed NC’s AI co-pilot with internal crash simulation data, spanning 11 vehicle programs, regulatory standards (GTR or NCAP), and more than 100 impact locations per vehicle, for both adults and children.

- **100 impact locations**: “more than 100 impact locations per vehicle”

> This collaboration is helping us structure and define a roadmap that will enable us to integrate these innovative methodologies effectively across our organization, ensuring we can fully leverage their capabilities to enhance efficiency in enfineering workflows, enabling faster exploration of design possibilities
>
> Simon Xu

## What usedby checked

We compared the story with its live page on 2026-10-08.

- Checked: the figure 11 vehicle programs is on the page; its label is our wording.
- Checked: the passage quoted above is copied word for word from the page, near the name of General Motors.
- Checked: General Motors uses Neural Concept. Confirmed line. Latest check across sources: 2026-10-08.
- Not checked: the result itself. We quote it; we did not measure it.

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Source: https://www.usedby.ai/case-studies/general-motors-neural-concept · How we check: https://www.usedby.ai/methodology