# How Nvidia uses TrueFoundry

**6 weeks**: “this pace of fast experimentation helped us ship a working PoC in just 6 weeks”

As published on [truefoundry.com](https://www.truefoundry.com/case-study/how-nvidia-improves-gpu-cluster-utilization-with-llm-agents). Captured by usedby on 2026-10-09.

- Company: [Nvidia](https://www.usedby.ai/companies/nvidia.md)
- Tool: [TrueFoundry](https://www.usedby.ai/tools/truefoundry.md)
- Industry: [Artificial Intelligence](https://www.usedby.ai/companies/industry/artificial-intelligence.md)
- Teams: Autonomous Observability Team

## What the story says

NVIDIA's Autonomous Observability team built a multi-agent LLM system that analyzes GPU cluster telemetry and suggests ways to optimize workloads and utilization. They used TrueFoundry to manage hybrid and multi-cloud environments, switch between models, and build and deploy the agents.

Summary written by usedby from the source page, in English. The figures are those of TrueFoundry and Nvidia, not ours.

> We could easily switch models out as per use case, and as new ones were released, this pace of fast experimentation helped us ship a working PoC in just 6 weeks

> We could easily switch models out as per use case, and as new ones were released, this pace of fast experimentation helped us ship a working PoC in just 6 weeks
>
> Aaron Erickson, Senior Engineering Manager

Source: [truefoundry.com](https://www.truefoundry.com/case-study/how-nvidia-improves-gpu-cluster-utilization-with-llm-agents), captured 2026-10-09.

> We could easily switch models out as per use case, and as new ones were released, this pace of fast experimentation helped us ship a working PoC in just 6 weeks
>
> Aaron

Source: [truefoundry.com](https://www.truefoundry.com/case-studies/nvidia-improves-gpu-cluster-utilization-with-llm-agents-truefoundry), captured 2026-10-09.

## What usedby checked

We compared the story with its live page on 2026-10-09.

- Checked: the figure 6 weeks is printed word for word on the page, near the name of Nvidia.
- Checked: the passage quoted above is copied word for word from the page, near the name of Nvidia.
- Checked: Nvidia uses TrueFoundry. Confirmed line. Latest check across sources: 2026-10-09.
- Not checked: the result itself. We quote it; we did not measure it.

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Source: https://www.usedby.ai/case-studies/nvidia-truefoundry-2 · How we check: https://www.usedby.ai/methodology