Company Knowledge Brain for AI Agents

A centralized 'company brain' platform that aggregates internal company information (docs, wikis, databases) to improve AI agent accuracy and automation. Helps agents access relevant context to handle complex tasks without hallucinating or missing critical info.

Enterprise RAG infrastructure is having a genuine moment — Glean raised at a $4.6B valuation doing exactly this for human search, and the extension to agent context is a natural next step as companies push agentic workflows into production and hit the hallucination wall fast. Glean is the closest incumbent worth watching, though it targets large enterprise and leaves mid-market companies underserved and overcharged. The $5k–25k/mo band is plausible for a B2B tool sold to engineering or IT teams, but requires landing customers who already have agents in production, which is still a small universe. The biggest risk is commoditization: every major vector database vendor (Pinecone, Weaviate) and every LLM platform (OpenAI, Anthropic) is building retrieval and context-management features that eat directly into this layer.