Company Brain - AI-Ready Data Aggregator

Teams waste time context-switching between Salesforce, Slack, Gmail, and other tools. Company Brain ingests data from all your apps into one queryable vector database that AI agents can use to answer questions like 'what happened with ACME deal?' without piecing together scattered information. Target users: sales teams, customer success teams, and companies building internal AI agents.

The RAG-over-enterprise-data problem is genuinely hot right now because companies are buying AI tooling aggressively but hitting a wall when agents can't access fragmented internal context — this is a real, documented blocker in enterprise AI adoption. Glean is the closest incumbent and has raised hundreds of millions attacking exactly this space, which is both validation and a serious red flag for an indie hacker entering it. The $5k–$20k MRR band is plausible if you stay narrow — a five-seat sales team paying $500/month is believable — but the integrations burden (Salesforce, Slack, Gmail auth, sync, schema drift) tends to balloon engineering costs faster than revenue grows at this stage. The most likely failure mode is getting crushed by integration maintenance before reaching the customer density needed to justify it, especially competing against Glean on enterprise trust and against smaller tools like Dust or Notion AI on simplicity.