Agent 9 — Knowledge Intelligence

Your Second Brain
Lives in Your Infrastructure

Personal knowledge graph and company-wide Living Encyclopedia. Two-level knowledge management for individuals and the enterprise — 100% on-premise, zero data leakage.

2
Knowledge Levels
Graph Relationships
100%
On-Premise
bi-t
Temporal Graph

Two Levels of Knowledge Intelligence

The Second Brain Agent operates at two complementary levels — personal cognitive augmentation and collective enterprise memory — both powered by the same sovereign AI core.

Personal

Personal Knowledge Graph

Each collaborator builds their private knowledge graph — notes, insights, documents, decisions — enriched autonomously by the LLM with semantic links, without exposing private content to the organization.

  • Semantic auto-tagging of personal notes
  • Private graph stays local to user
  • LLM-powered concept extraction
  • Timeline-aware knowledge versioning
Enterprise

Company Living Encyclopedia

The organizational layer aggregates validated knowledge from all contributors into a living, evolving enterprise encyclopedia — structured, searchable, and traceable to each contributing expert.

  • Collective knowledge aggregation
  • Cross-domain concept linking
  • Expert attribution & traceability
  • Continuous evolution without overwrites

What the Second Brain Can Do

Eight core capabilities that transform how your organization captures, links, enriches, and evolves knowledge.

Personal knowledge graph

Every note, document, and decision becomes a node in your personal semantic graph — queryable, linkable, and versioned.

Company Living Encyclopedia

The organization's collective knowledge, continuously updated and never overwritten — always traceable to the expert who contributed it.

LLM-powered auto-linking

The on-premise LLM automatically discovers semantic relationships between concepts, surfacing unexpected connections across domains.

Bi-temporal graph evolution

Every knowledge node carries two time dimensions — when the fact was true in the world, and when it was recorded — enabling historical replay and time-travel queries.

Personal File Upload

Upload any document — PDF, Word, CSV, or image — directly into your personal knowledge space. Files are semantically indexed, auto-tagged, and linked to graph nodes, stored encrypted on-premise.

Knowledge Bridge Mapping

Visualize the semantic bridge between your private knowledge nodes and the company encyclopedia. Shared tags and auto-links reveal how your individual insights connect to collective enterprise knowledge.

SME Expert Corrections

Subject-matter experts formally annotate any knowledge graph entity — recording original vs. corrected values, justification, and confidence score. Every correction is attributed, timestamped, and versioned.

GGUF Local Model Export

Export any fine-tuned model to GGUF format for fully air-gapped, on-premise inference via llama.cpp — zero cloud dependency, zero data leakage.

Explore Each Feature

Detailed guides for every capability of your ArcaQ Second Brain.

Habit Tracker

Build mastery through tracked daily, weekly and monthly habits linked to your knowledge graph.

Team Pulse

Real-time signals from teammates — activity feeds, collaboration heatmaps and shared milestones.

Expert Corrections

Formally annotate any entity with SME corrections, attributed, timestamped and versioned.

Annotations

Pin rich, structured notes directly to any graph entity — with tags, timestamps and semantic links.

Collections

Curate named sets of entities, share them with your team and save complex queries as reusable views.

OLM Marketplace

Discover, install and manage on-premise language models directly from the ArcaQ dashboard.

SCAG

Semantic Context-Aware Generation — AI responses grounded exclusively in your verified knowledge graph.

Version History

Full bi-temporal audit trail — replay any entity's evolution across both valid-time and transaction-time dimensions.

Your Documents, Semantically Indexed

Upload PDF, Word, Excel, and image files directly to your personal knowledge graph — auto-tagged, encrypted, and graph-connected.

Your Knowledge, Bridged to the Team's

Automatically detects overlapping concepts between your personal graph and the company knowledge graph — without exposing private content.

Semantic Connections, Discovered Automatically

The on-premise LLM discovers semantic relationships between your notes and the company knowledge graph — running nightly without intervention.

From Note to Enterprise Knowledge

A continuous four-step loop transforms individual insights into organizational intelligence.

1

Capture

Collaborators capture notes, decisions, and insights in their private workspace through any connected application or API.

2

Enrich

The on-premise LLM extracts concepts, detects entities, and auto-links new nodes to the existing personal knowledge graph in real time.

3

Validate & Elevate

Validated insights are selectively elevated to the company Living Encyclopedia, preserving author attribution and validation timestamps.

4

Evolve

The bi-temporal graph records when facts change — enabling time-travel queries, historical analysis, and knowledge drift detection.

Bi-temporal model: transaction time + valid time — IEEE 1997 compliant

Your Knowledge Never Leaves Your Infrastructure

The Second Brain Agent is deployed entirely on-premise. The LLM, the graph database, and all knowledge nodes reside within your security perimeter. Nothing is sent to external APIs.

  • On-premise LLM (Ollama / vLLM compatible)
  • Kubernetes-native deployment
  • Vault-encrypted knowledge store
  • Keycloak RBAC — per-node access control
  • Zero telemetry to external services
Knowledge Graph — Conceptual View

Ready to Build Your Second Brain?

Deploy Agent 9 inside your infrastructure. No data leaves your perimeter. Complete sovereignty, infinite knowledge.

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