USER
QUERY
INFERENCE L1
Tokenise Query
confidence
threshold?
YES →
↓ NO
INFERENCE L1
Embed Context
VECTOR DB
Embeddings
FOUNDATION MODEL · L1
Inference Engine
sovereign · auditable · no vendor lock-in
PARALLEL PROCESSING
PARALLEL PROCESSING
SEMANTICS L4
Knowledge Graph
Entity resolution · RAG
Ontology mapping
INTEGRATION L2
MCP Tool Layer
API connectors · Tool calls
External data retrieval
policy
compliant?
YES →
↓ NO
ORCHESTRATION L3
Agent Network
Multi-agent coordination · Planning · Routing
INFRASTRUCTURE L5
Sovereign Deploy
Air-gapped · On-premise
Encrypted compute
GOVERNANCE L6
Observability
Audit trail · GDPR
Compliance checks
JOIN
GATE
GOVERNED
OUTPUT