Sovereign AI Agent / Research prototype

Sovereign AI Agent

Explore retrieval over internal documentation with a privately deployed knowledge assistant.

Discuss your use case Explore capabilities ↓

Research prototype

Knowledge in context

Documents
Retrieval
Response

Concept illustration. Not a live application or screenshot.

Private RAG over internal documentation
On-premise deployment (no data leakage)
MCP tool integration with Sanctum Core

How it fits your work

Capabilities in context.

Private RAG Engine

Retrieval-Augmented Generation over your internal documentation — embedding, indexing, and retrieval all happen on your own infrastructure with zero data leakage.

Document ingestion with chunking and embedding pipeline
Vector similarity search over internal knowledge base
Context-aware response generation with source citations
Automatic re-indexing on document updates

On-Premise Deployment

Deploy the entire AI agent stack on your own hardware — no cloud dependencies, no data egress, no subscription per seat. Sovereign intelligence behind your firewall.

Docker Compose deployment with one-command setup
Air-gapped operation with no outbound internet requirement
Local LLM inference via Ollama or vLLM
No per-seat licensing — unlimited internal users

Multi-Agent Pipeline

Orchestrate multiple specialised agents — researcher, writer, reviewer, executor — in a coordinated pipeline with handoffs, tool delegation, and consolidated output.

Directed acyclic graph (DAG) agent orchestration
Per-agent role, model, and tool specialisation
Inter-agent handoffs with context preservation
Pipeline state persistence for long-running workflows

MCP Integration

Agents connect to any MCP-compatible tool server — Sanctum Core ticketing, Sanctum Flow processes, file systems, databases — extending capability without custom integrations.

Full MCP protocol support for tool server discovery
Pre-built bridges to Sanctum Core, Flow, and Vault
Dynamic tool registration from MCP server manifests
Sandboxed tool execution with permission scoping

Start with a real use case

What should Sovereign AI Agent make easier?

Tell us about the work, the people involved and the result you need. We’ll agree the capabilities and implementation scope together.

Discuss your use case ↗ See the project story ↗