Enterprise AI Memory Layer ('Company Brain')
Every time an AI agent starts a new session, it forgets everything: decisions made last week, the rationale behind the current architecture, which customers have which edge cases....
Every time an AI agent starts a new session, it forgets everything: decisions made last week, the rationale behind the current architecture, which customers have which edge cases. Engineers keep re-explaining the same context. Agents re-discover constraints that were already found and documented in a Slack thread three months ago.
The fix is a persistent memory layer that sits between your AI tools and your company's knowledge. It ingests meeting notes, PRs, tickets, and past agent runs. When an agent starts a new task, it retrieves the relevant facts automatically. Several companies are building toward this, but the market is early and the product gap between "RAG over your docs" and "reliable institutional memory" is large enough for a focused product to own.