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QDNA, a research notebook on on-premise AI servers and sovereign, local, hosted or hybrid platforms

Guidance for choosing hardware, open models and architecture, then framing compliance.

Sovereign AI platform and organisational digital twin

The harness, memory and agents your teams work with. This layer runs on the hardware platform below.

  • Agent harness
  • Memory
  • Vector databases
  • Agents
  • Assisted coding
  • Tests
  • Services
  • Business roles
  • Organisational digital twin
See multi-agent orchestration
Augmented organisation demonstrator, fictitious data
Demonstrator screenshot, role tree: one chief executive and five leads (operations, technology, finance, development, human resources), names masked Enlarge the org chart screenshot

Hardware platform

From DGX Spark to GB300 NVL72: size, choose, price.

  1. DGX Spark
  2. DGX Station
  3. HGX B300
  4. GB300 NVL72
Compare hardware sheets

Image: NVIDIA

Four NVIDIA DGX GB300 racks side by side on a black background, gold compute trays visible through the doors.

Demonstrator org chart, fictitious data

Screenshot of the demonstrator: role tree of an augmented organisation, from general management to the heads of operations, technology, finance, business development and human resources, each with its agents.

Sites published by QDNA

Reference sheets and guides

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