Agent Memory, Built for Enterprise

Run on our serverless cloud or deploy privately on your own infrastructure — the same memory engine, with the security and full data control your organization requires.

Start in the cloud
Cognee.Rust Engine

Recall in a quarter of a second

cognee recall — time to answer

  • 0.24s
  • 1.77s
cognee.rustPython SDK
cold start0
faster recall0
on-device0
EMBEDDED

Runs in your process, not a service to deploy.

IN-PROCESS

Every query is local. No network hop per call.

PER-REQUEST

Cold start fits inside a Lambda or Workers call.

ON-DEVICE

Serverless, CLI, mobile, edge — wherever your code runs.

Claude vs Cognee speed
Cognee Enterprise

Automatically generated ontologies

Keep your structure fresh. Cognee continuously updates your ontologies as data changes. No manual rebuilds, no stale taxonomies. Your system stays aligned and ready for new insights.

DocsChunk of docsExtracted entitiesInduced ontologiesSearch & chat
Benchmarks

Unmatched accuracy at production scale

Cognee excels at delivering answers that feel human and contextually right. It combines precision, reasoning depth, and consistency across complex multi-hop questions.

Human-like correctness0
DeepEval f10
DeepEval correctness0
DeepEval EM0
From the field
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.
Ling Zhang
Ling ZhangUniversity of Wyoming - Assistant Professor and IEP Project Lead
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.
Gregor Weber
Gregor WeberVP & Co-Founder, Knowunity
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.
Kevin Goedecke
Kevin GoedeckeFounder & CEO, SlideSpeak
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.
Orr Kowarsky
Orr KowarskyCEO, Dynamo
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.
Marko Lazic
Marko LazicCEO, Luccid
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.
Ferdinand Biere
Ferdinand BiereCEO, DeepMetis
In production

From an AI chatbot to agentic research memory at Bayer.

Bayer
Security

We don't share your data. We guard it.

Cognee is deployed on your own systems. You have complete control over your data. Meaning less chance of external breaches and full regulatory compliance.