Then prove we now with best endevour, what from our efforts yet may spring; he justly is dispised who never, did thought to aide his labours bring; for this is arts true indication - when skill is minister to thought, when types that are the minds creation - the hand to perfect form has wrought

Human-first
Industrial Intelligence.
Sovereign AI that keeps people safe — and operations sustainable.
Auditable pipelines. Offline-first architecture. Human-in-the-loop by design.
Built for construction, pharma, manufacturing, energy, and agri-tech.
TTFT Target
≤ 800ms
Throughput
≥ 40 tok/s
Mode
Offline-First
One surface for content, search, forms, and publishing
Owned by IntegAI. Offline-first. Deterministic.

Offline-first RAG
Obsidian → E5-small-v2 (GGUF) → Chroma + Neo4j. No external calls by default.

Deterministic Agents
9-core graph: Planner, Retriever, Judge, Executor, Memory, Safety, Tools, Observer, Publisher.

Immutable Artifacts
All substantial outputs packaged as .integpkg to MinIO with checksums.
9-Core Agent Architecture
Hover to explore each agent's role in the orchestration graph.

Planner
Analyzes query, determines required tools & data sources, proposes execution steps
Retriever
Dense + graph retrieval from Chroma & Neo4j, ranks contexts by relevance
Judge
Validates context sufficiency, trust scores, flags HITL gates
Executor
Runs LLM inference (Gemma fast-path → Mistral fallback), generates draft
Memory
Persists summaries, embeddings, graph edges to Postgres & Neo4j
Safety
Applies policy profile, redacts PII, gates online access
Tools
Broker for MinIO, Chroma, Neo4j, Vault; enforces timeouts & retries
Observer
Emits structured telemetry to Langfuse/Phoenix with PII redaction
Publisher
Packages outputs as .integpkg to MinIO, invalidates caches
Sector-Specific Agents
Built on the 9-core foundation, tailored for your industry.
Our philosophical anchor — craft meets intelligence.


