Memgraph
Production-ready

Built for Production Teams

Production-grade graph infrastructure with the performance, security, and support your team needs, and pricing that doesn’t require a spreadsheet to understand.

Trusted by

What enterprise teams build with Memgraph.

AI infrastructure

Atomic GraphRAG — entire retrieval pipelines as a single Cypher query. AI memory across semantic, episodic, and procedural knowledge. Reasoning graphs where graph algorithms replace LLM-based planning.

Real-time graph analytics

Fraud detection, network analysis, supply chain dependencies, infrastructure monitoring — operational workloads where connected data, speed, and fresh results are non-negotiable.

Capabilities

Everything you need to run graphs in production.

Security & compliance

Fine-grained access control down to individual nodes and edges, with SSO and audit logging for enterprise compliance.

  • Role-based access control (20+ actions)
  • Label-based access control (node/edge level)
  • SSO via Entra ID, Okta, OIDC, SAML
  • LDAP/PAM authentication
  • TLS encryption in transit

High availability

Automatic failover with zero manual intervention and updates that don't take your system offline.

  • Built-in automatic failover
  • Sync and async replication
  • Disaster recovery
  • No-downtime updates

Multi-tenancy

Multiple isolated database workloads on a single instance, each with its own access controls.

  • Isolated databases within one instance
  • Database-specific role assignment
  • Per-database tenant isolation

Monitoring & audit

Full observability into every query and transaction, with Prometheus integration and compliance-ready audit logs.

  • Prometheus metrics (port 9091)
  • Query audit logging (CSV, 1-year retention)
  • Transaction/query latency tracking
Pricing

Built for production. Priced for reality.

All-inclusive pricing that scales with memory capacity.

Memgraph Enterprise - Graph Analytics

Price scales with total memory capacity. Graph data and vector indexes counted together. For teams running core graph workloads.

Memgraph Enterprise - AI Platform

Price scales with graph data capacity only. Vector indexes are unlimited. Includes expanding AI-specific tooling. For teams running GraphRAG, AI memory, and agentic AI workloads.

No per-query chargesNo compute feesNo replica feesNo algorithm feesSupport includedL3 support by default

Support from the engineers who built it.

Direct access to the engineering team via a dedicated Slack channel. No ticket queues. The people who answer your questions are the people who built the database.

Two licenses. No complexity.

Memgraph Enterprise License

Run Memgraph in your infrastructure. All features, all updates, engineering support included.

OEM License

Embed Memgraph in your product and distribute to end customers.

Full license terms
Trusted in production

What teams are building with Memgraph

Memgraph gave us a more cost-effective way to build on the graph capabilities we already knew, with a minimal learning curve for our Python and R team.”
David MezaNASA
Memgraph helped us capture the higher order relationships between genes, drugs, and clinical evidence to surface treatment possibilities like Temazepam and Ibuprofen.”
Jason H. MooreCedars-Sinai
“Being in memory, Memgraph is fast and really performant. We score 3.5 million-plus clients daily, and the entire infrastructure runs start to end in two hours on average.
Derick SchmidtCapitec Bank
Get started

See if Memgraph fits your use case.

30-minute call. If it's the right fit, start with a free 30-day Enterprise trial.

© 2026 Memgraph Ltd. All rights reserved.