Cognee builds one brain from everything your company writes: docs, chats, tickets, code. Your agents write back into it too. Context stops living in fragments, so work stops getting done twice.
Not a mockup: cognee ships a built-in graph view, so you can open your company brain and see exactly what it knows.
Your agents rely on data scattered across dozens of tools, and every run produces more of it: decisions, traces, drafts that live nowhere. Cognee connects all of it and reasons across the relationships, so an answer can draw on things nobody thought to link.
Mary was invoiced Tuesday and refunded Friday. A static store keeps both and can't say which is true now.
Cognee updates as your data does.One question, and the pieces sit in a doc, a thread, a ticket, and a CRM field. Nothing joins them.
Cognee connects them.Ten agents on one account, ten different fragments. One signs an order the other would have blocked.
Shared memory means shared facts.Plug in the tools your company already runs on: docs, chat, tickets, CRM, code, meeting notes. Permissions come along with the data: who couldn't see it before can't see it now.
Cognee links people, decisions, deals, and work into one living graph. Not text fragments in an index, but entities and how they relate, rebuilt from your sources as they change.
Every agent and every teammate gets answers with citations, drawn from everything the company knows. Ask once, in plain language, and see exactly where the answer came from.
Cognee reinforces what matters and prunes what doesn’t. Frequently used and corrected knowledge is promoted, so retrieval gets more accurate the longer your agents run. Automatically, in the cloud.
Your VPC, an air-gapped network, or your own machines: cognee can build and run the whole brain with zero outside connections. An independent audit of 85 memory systems verified it; most alternatives can't do it at all. Pilot for free on small local models like Ollama, then add bigger models or managed Cloud when you're ready.
of your data stays inside your network
in AI model fees when you run it on your own hardware
deploy in your own cloud account, or fully air-gapped
“Cognee and the FDE team have been terrific for us. We launched the first memory system within 30 days. Our teacher panel gave it overwhelmingly positive feedback. It opened our eyes to what’s possible.”
“We tried understanding the proximity and relationships of our users before, but SQLs got out of hand and embeddings were too sparse. With cognee, we managed to get a POC done in 2 days on 40,000 students from Bremen.”
“SlideSpeak customers create slides from scratch over and over again. With cognee, we added memory, so users can create better slides from shared context and improve those slides over time.”
“Cognee helped us enrich the data for thousands of our customers and provide them with personalized support better suited to their needs. The cognee team built and deployed the entire solution within a month.”
“The team helped me build a custom knowledge base of building codes and regulations that I could upload, query, and keep updated as regulations changed.”
“Cognee’s design allowed our team to implement AI memory capabilities on-prem without worrying about graph or vector database configuration. The accuracy of our information retrieval has significantly increased.”
Support bots, sales intelligence, document Q&A: products across industries embed cognee as their memory layer, with a separate brain for every tenant and no data crossing between them.
