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CBrain

CBrain (Company Brain AI System) transforms unstructured business conversations into searchable organizational intelligence.

What it does

Built as an enterprise memory platform , CBrain converts business meetings, chats, and notes into structured issues, insights, and evidence that teams can query and act on.

How it works

  • Ingests unstructured enterprise conversations and documents
  • Runs LLM-driven root-cause extraction and issue modeling
  • Links entities, observations, blockers, and decisions across discussions
  • Builds a searchable evidence trail for recurring operational problems
  • Supports semantic retrieval over business events and decisions
  • Enables “Ask Brain” queries that answer questions using the generated knowledge graph

Tech Stack & Architecture

  • Python processing pipeline
  • LLM extraction and relationship modeling
  • Embeddings-powered semantic retrieval
  • PostgreSQL for structured persistence
  • Neo4j graph memory layer for connected knowledge
  • Ask Brain interface for graph-grounded question answering

Demo

Watch CBrain ingest a transcript, extract linked evidence, and surface connected insights from the graph.

Watch Demo

Screenshots & Diagrams