The Intelligence Mesh
A federated network of specialized AI agents, each deployed on sovereign servers to maintain strict privacy and high-performance intelligence.
How It Works
Intelligent Query Routing
Three-Stage Cascade Routing
Rules Engine
Pattern Matching
Keyword and phrase matching resolves obvious queries instantly.
Embeddings
Semantic Similarity
Vector similarity finds the best specialist for ambiguous queries.
LLM Policy
Deep Analysis
Small LLM makes final decision for complex routing scenarios.
80-90% of queries resolved in Stage A or B — cost-effective and lightning fast.
The Federated Knowledge map
Visualizing the flow of sovereign intelligence across departments.
Visualize how specialists, agencies, and knowledge flow securely across your federated network.
Interoperability
Securely connect existing legacy systems into the intelligence mesh.
Data Locality
Compute happens where the data lives. No data ever leaves your jurisdiction.
Audit Trails
Every cross-department query is logged and auditable in real-time.
Domain Experts
Specialist Agents
Each specialist is a sovereign AI instance that can be hosted on its own dedicated server, with custom role prompts and private knowledge bases.
Custom role prompts defining specialist behavior
Dedicated knowledge bases (RAG) per domain
Associated MCP tools and plugins
Routing metadata for intelligent query matching
AI - Financial Operations
AI - Customer Experience
AI - Public Administration
AI - Legal & Compliance
AI - Supply Chain
AI - Health & Pharma
Document: HR_Policy_2024.pdf
"Remote work policy allows up to 3 days per week..."
Document: Benefits_Guide.pdf
"Health insurance coverage includes dependents..."
Context injected into specialist prompt
Knowledge-Augmented
RAG-Powered Responses
Real-time document retrieval ensures specialists always have access to the most current organizational knowledge.
Semantic search across knowledge bases
Real-time context injection
Access-controlled document retrieval
Always up-to-date information
Seamless Collaboration
Intelligent Handovers
Context-Preserving Transfers
When a specialist recognizes a query is outside their domain, they seamlessly transfer the conversation to the appropriate expert — with full context preserved.
HR Specialist
Recognizes legal question
Legal Specialist
Continues with full context