# How Nvidia uses TrueFoundry

**6 weeks**: “ship a working PoC in just 6 weeks”

As published on [truefoundry.com](https://www.truefoundry.com/case-studies/nvidia-improves-gpu-cluster-utilization-with-llm-agents-truefoundry). 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 Agents Team

## What the story says

NVIDIA's team built a multi-agent LLM system and domain-specific models on TrueFoundry. The system analyzes real-time GPU cluster telemetry, rates GPU utilization, and suggests workload optimizations. TrueFoundry handles model switching, agent deployment, and hybrid and cross-cloud environments.

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

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

## 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 · How we check: https://www.usedby.ai/methodology