Context and role
| Context | Computacenter Romania · customer project · September 2025 to July 2026 |
|---|---|
| Role | Deployed and extended the platform as part of the delivery team. |
| Category | AI agent platform |
The problem
The customer wanted an agent platform running on hardware they owned, not on an external API. That changes the deployment problem: the hardware is fixed, the network boundary is real, and the team that operates it is the customer’s.
NVIDIA AIQ provides an agent platform, but the customer’s use case needed additional tools and agent behaviour beyond the default setup.
The platform had to be demonstrably running on the DGX Spark, with a path for the customer’s team to understand and operate it.
Approach
- Deployed NVIDIA AIQ on NVIDIA DGX Spark hardware in the customer environment.
- Adapted the platform with tools and agent capabilities for the customer’s use case.
- Worked within the constraints of on-premise hardware and a controlled network boundary.
- Handed the deployed setup to the team responsible for the environment.
What I did not claim
The boundary of a project is part of its evidence. These are the claims this work does not support.
- Not a from-scratch RAG architecture. The work was deploying and extending an existing NVIDIA platform.
- Not a production system with real users. There is no evidence of that in the project record.
- LangChain was not used and is not claimed for this work.
- No scale, uptime or performance numbers are claimed.
Results
- NVIDIA AIQ ran on customer-owned DGX Spark hardware.
- The platform was extended with tools and agent capabilities for the use case.
- The project produced hands-on experience with on-premise agent deployment, which is rare in this price range.
- The deployment stayed on infrastructure the customer controls.
Stack
What this means for you
The useful part of this project is not the artifact. It is the method: define the measurement first, keep the scope honest, and hand over something your team can run. That method is what transfers to a new problem.
If your situation looks similar, the related services below are the place to start. If it does not, send a short description and I will tell you whether I am the right person.
Page last updated: October 2026