QDNASales and integration of LLM inference and training platforms, on-premises or hybrid
Architecture

Sovereign AI Platform Architecture

Hardware, open models, inference runtime and multi-agent orchestration, in detailed sheets.

Hardware

From the DGX Spark workstation to the GB300 NVL72 rack, eight power tiers.

Open models

GLM, Kimi, DeepSeek, Nemotron, MiniMax, Mistral, Qwen: interchangeable via LiteLLM.

Inference runtime

vLLM, Triton, Dynamo, llama.cpp, Unsloth and dwarfstar to serve the models.

Multi-agent orchestration

Harness, LiteLLM, semantic router, MCP and three-layer memory.

External APIs

OpenAI, Anthropic, Azure, Bedrock, OpenRouter: hybrid overflow under control.