Sovereign agents tailored to your needs
HISL's offline-first orchestration architecture. Hover over each hexagon to explore agent roles.
The 9-Core Agent Architecture
Memory, safety, and audit trails are baked into every agent's core DNA.
Planner
Analyzes query, determines required tools & data sources, proposes execution steps with latency budgets
Retriever
Dense + graph retrieval from Chroma & Neo4j. Hybrid rerank by score + graph prior.
Judge
Validates context sufficiency, assigns trust scores, triggers HITL gates when needed
Executor
Runs LLM inference (Gemma fast-path → Mistral-7B fallback), generates draft outputs
Memory
Persists summaries, embeddings, graph edges to Postgres & Neo4j for future retrieval
Safety
Applies policy profile, redacts PII, gates online access via allow_online flag
Tools
Broker for MinIO, Chroma, Neo4j, Vault. Enforces timeouts, retries, scope checks
Observer
Emits structured telemetry to Langfuse/Phoenix. PII redacted by default.
Publisher
Packages substantial outputs as .integpkg to MinIO. Invalidates caches, emits URLs.
Build with IntegAI
Deploy sovereign agents in your regulated operations.