Memgraph
Customer stories

Read about the stories that made our customers successful.

From fraud detection to AI pipelines - see how teams across industries use Memgraph in production.

How Capitec Built a Graph-Powered Fraud Scoring Pipeline for 3.5M+ Daily Cases
Fraud detection
How Capitec Built a Graph-Powered Fraud Scoring Pipeline for 3.5M+ Daily Cases

See how Capitec used graph-powered fraud scoring to process 3.5M+ daily records, uncover hidden scam connections, and expand from one live graph to seven.

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From 20% to 90% Accuracy: How Orbis Rebuilt RAG App with MCP
GraphRAG
From 20% to 90% Accuracy: How Orbis Rebuilt RAG App with MCP

How Orbis Holding rebuilt a failing RAG system using Memgraph and MCP, boosting query accuracy from 20% to 90% on a 100M-node graph.

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How Volue Optimized Power Grid Management with Memgraph
Power grids
How Volue Optimized Power Grid Management with Memgraph

Check out how Volue uses Memgraph for real-time power grid optimization without the infrastructure bloat.

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Enhancing LLM Chatbot Efficiency with GraphRAG (GenAI/LLMs)
GraphRAG
Enhancing LLM Chatbot Efficiency with GraphRAG (GenAI/LLMs)

How Microchip Technology improved real-time data access in customer service using Memgraph's graph database and custom LLM.

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Real-Time Data Processing for Relationship Mapping (Network Risk)
Network risk
Real-Time Data Processing for Relationship Mapping (Network Risk)

Read how Sayari revolutionized risk intelligence analysis, significantly reducing query timeouts by 15x through Memgraph's real-time data processing, enabled by in-memory technology and optimized storage.

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Graph Analytics to Enhance In-House Fraud Detection System
Fraud detection
Graph Analytics to Enhance In-House Fraud Detection System

Find out how Memgraph improves fraud detection for a leading US insurance company by reducing false positives.

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Deep Path Analysis to Reduce Attack Surfaces (Cybersecurity)
Cybersecurity
Deep Path Analysis to Reduce Attack Surfaces (Cybersecurity)

Check out how Saporo uses Memgraph for quickly and effectively anticipate and mitigate cyber threats using data real-time analysis and performance.

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User stories

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