Neo4j Launches Infinigraph to Scale Graph Databases Without Limits

Neo4j has unveiled Infinigraph, a breakthrough architecture designed to address one of the most pressing challenges in databases: scaling transactional and analytical graph workloads without sacrificing performance, structure, or usability.

Infinigraph employs sharding to distribute property data across cluster members while maintaining a logically whole graph. This ensures queries behave as expected and applications can scale seamlessly—without code rewrites or manual workarounds.

Infinigraph is available now in Neo4j’s Enterprise Edition and will soon roll out to AuraDB, the company’s cloud-native platform.

Key benefits include horizontal scaling beyond 100TB, embedding billions of vectors directly into the graph, and high performance across massive workloads. The system delivers high availability through autonomous clustering, eliminates ETL pipelines, preserves graph structure for real-time traversal, and ensures full ACID compliance for enterprise-grade data integrity.

“Infinigraph sets a new standard for enterprise graph databases: one system that runs real-time operations and deep analytics together, at full fidelity and massive scale,” said Sudhir Hasbe, President, Technology, Neo4j. “We’re giving builders the power to create intelligent systems that transform data into knowledge, scale without limits, and solve their biggest data challenges—without added complexity or cost.”

Customers and analysts welcomed the development. Chad Cloes, Staff Software Engineer at Intuit, said the system could help scale critical security projects without compromising performance. Moheesh Raj, Director of Engineering at Dun & Bradstreet, highlighted its ability to handle real-time queries and broader analysis simultaneously.

"As GenAI use cases expand exponentially, graph infrastructure has become critical. Neo4j’s latest move with Infinigraph is an exciting next step in helping organizations scale their graph foundations horizontally to meet enterprise demands," Devin Pratt, Research Director, IDC, said.