Enterprise AI memory
The right context,
on every call.
Files, RAG, and chat history all produce context. Mem0 produces the right context: extracted, deduplicated, current, and scoped, under 7,000 tokens per call
SOC 2 + HIPAA
Enterprise security posture and compliance readiness.
100,000+ developers
Adopted by builders shipping memory-first AI.
Private deployment
Kubernetes, private cloud, or air-gapped options.
40% token reduction
Customer proof from OpenNote’s Mem0 case study.
Trusted by
The Problem
Every conversation starts from zero.
Customers repeat themselves
Every call starts over, so people re-explain the same issue every time they reach out.
Costs climb with usage
Resending full history on every call adds up fast, in tokens and in latency.
Personalization doesn’t stick
Preferences and history vanish the moment a session ends.
Nothing gets smarter
An agent behaves the same on call five hundred as it did on call one.
Support quality plateaus
Agents fall back on generic answers because nothing carries over between tickets.
No record of what’s true
Facts get overwritten or lost, so no one can tell what changed, or when.
Observability & Tracking
See every memory’s TTL, size, and access in the dashboard so you can debug, optimize, and audit in one place.
With Mem0
You decide what makes it into context.
Custom instructions, categories, and immutable fields, honored on every write. Tell Mem0 what matters; your context won't quietly degrade into a vector dump.
Build vs Buy
A vector store retrieves text.
Mem0 assembles the context that matters.
Time to ship
3–6+ months in-house
Live in an afternoon
Ongoing engineering
A dedicated team, indefinitely
Fully managed, no ops
Security & access
Built and maintained by you
Included by default
Keeping facts current
Manual fixes, silent drift
Stale facts retired automatically
Efficiency at scale
Fewer tokens. Lower latency. Lower bill.
Stop re-sending context on every turn.
Mem0 retrieves only what’s relevant, so cost stops climbing in lockstep with usage.
80%
Fewer prompt tokens
vs. sending full history
60%
Lower inference
cost per session
<250ms
p95 memory
retrieval latency
3M+
Requests/day
in production
Longmemeval
93.4
Locomo
91.8
BEAM (1M)
64.1
BEAM (10M)
48.2
Deploy Anywhere
Runs where your data has to live.
Managed cloud
Zero-ops. We run it; you ship.
Your VPC
Bring your own cloud: AWS first, Azure supported.
Self-hosted
Helm + Terraform, on Kubernetes.
Air-gapped
Fully isolated. Nothing leaves.
Compliance & governance
SOC 2 Type I
HIPAA / BAA
BYOK
SOC 2 Type II · in progress
GDPR · in progress
US · EU · APAC residency
Usecase
Built for the agents teams ship in production.
From voice agents that recall every prior call to multi-agent fleets sharing one permissioned context.
Customer Support
Healthcare
Education
Sales & CRM
E Commerce
Proof
Voices from the teams running Mem0
STORIES
Stories from teams who found clarity, moved faster, and worked with less noise.
We cut weekly status meetings in half.
Northline made project updates visible, so decisions stopped getting buried and meetings became easier to cut.
Mira Chen, Head of Product