Neo4j Resources

White Papers

Neo4j Graph Data Science Configuration Guide

Learn how to configure Neo4j for graph data science workloads. Get the White Paper »

White Paper: Toward AI Standards

Read this white paper to find out why we need AI standards and how graph technologies enhance explainability. Get the White Paper »

White Paper: A Brief Introduction to Graph Data Platforms

Download this brief intro to find out how graph data platforms work – and their advantages over relational databases. Get the White Paper »

White Paper: Google Kubernetes Engine & Neo4j

Discover how to be up and running within minutes when you deploy Neo4j within Google Kubernetes Engine (GKE) Get the White Paper »

Ebook: A Comprehensive Guide to Graph Algorithms in Neo4j

Download this complete reference guide on graph algorithms to gain a valuable overview and get down to the details engineers and data scientists need. Get the White Paper »

Guide: Get Started with Cypher

Ready to dip your toes into the powerful, practical world of the Cypher graph query language? Get started today with this short and sweet beginner's guide to the Cypher graph query language Get the White Paper »

Ebook: Graph Databases for Beginners

This introduction to graph databases transforms present-day graph novices into future graph experts. Get the White Paper »

Ebook: The Definitive Guide to Graph Databases for the RDBMS Developer

This ebook introduces you – the RDBMS developer – to a new technology that leverages data connections like never before: the graph database. Get the White Paper »

White Paper:
An Overview of Graph Algorithms in Neo4j

Learn how optimized Neo4j algorithms help you reveal hidden connections and develop breakthrough insights. Get the White Paper »

Neo4j for the Enterprise

White Paper: 10 Advantages of Neo4j Aura Enterprise

Discover the 10 advantages of Neo4j Aura Enterprise, a fully managed cloud database as a service. Get the White Paper »

Visual Overview: Why Intelligent Applications Need a Graph Database with Operational Flexibility

Learn how the Neo4j graph database's operational flexibility allows for frictionless development in your enterprise engineering teams. Get the White Paper »

BI Connector Technical Guide

Discover how to harness the power of graph databases using your favorite business intelligence tools – like Tableau – when you use the Neo4j BI Connector. Get the White Paper »

Visual Overview: Why Intelligent Applications Need a Graph Database with Granular Security

Download this visual overview to learn how Neo4j’s granular database security features guard your sensitive enterprise data. Get the White Paper »

Visual Overview: Why Intelligent Applications Need a Graph Database with Unlimited Scalability

Take a look at this visual overview to understand how Neo4j’s unlimited scalability gives value and enables a breakthrough in your intelligent applications. Get the White Paper »

White Paper: Overcoming CCPA Compliance Challenges

Discover how using a graph database for your CCPA compliance solution puts you on the fastest, most cost-effective path to data privacy compliance. Get the White Paper »

The Graph Technology Buyer’s Guide

Make an informed decision on selecting a graph technology solution, complete with a vendor comparison checklist. Get the White Paper »

White Paper: Graph Technology for FRTB Compliance

Learn how connected data and graph database technologies are transforming risk reporting in modern banks to help prevent major losses and meet the stringent demands of reporting compliance. Get the White Paper »

White Paper: BCBS 239 Compliance & Graph Technology

Learn how connected data and graph database technologies are transforming risk reporting in modern banks to help prevent major losses and meet the stringent demands of reporting compliance. Get the White Paper »

White Paper: Overcoming SQL Strain

Learn about the advantages of graph databases over RDBMS when working with highly connected data. Get the White Paper »

White Paper: How Neo4j Co-exists with Oracle RDBMS

By adding Neo4j to your database architecture, you combine your existing Oracle RDBMS infrastructure with the power of a graph database to uncover rich data connections, reduce time to market and run more efficient queries. Get the White Paper »

White Paper: Sustainable Competitive Advantage

Where does sustainable competitive advantage come from? It’s not from data volume or velocities, but from the knowledge of relationships in your data. Get the White Paper »

White Paper: The Fastest Path to GDPR Compliance

European Union regulators are dead serious about protecting the privacy of their citizens’ personal data. Using a graph database foundation for your GDPR solution places your organization on the fastest, easiest, most cost-effective path to GDPR compliance. Get the White Paper »

White Paper: The Return on Connected Data

Stop merely collecting big data and start truly analyzing and leveraging connected data to create a sustainable competitive advantage – as shown in these case studies with Airbnb, eBay and Telia. Get the White Paper »

Use Cases

Solution Guide: How to Combat Money Laundering Using Graph Technology

Learn how to set up an effective anti-money laundering framework using Neo4j's graph technology solution, including graph data science and visualization. Get the White Paper »

White Paper: Rethink Your Master Data

Discover how graph technology connects your enterprise data and shapes the future of master data management. Get the White Paper »

White Paper: Financial Fraud Detection with Graph Data Science

Learn how to enhance your financial fraud detection patterns with machine learning, data visualization and graph data science. Get the White Paper »

Translations: Japanese

White Paper: Graph-Powered Recommendation Engines

Read this white paper to discover how incorporating real-time recommendation engines through graph technology drives better decisions and higher revenue. Get the White Paper »

White Paper: The Future of the Intelligent Application

Read this white paper on what's next in application development – and how graph database technology is essential to meeting tomorrow's changing requirements. Get the White Paper »

White Paper: AI & Graph Technology

Learn how graph technology provides the context and connections needed for next-generation artificial intelligence. Get the White Paper »

Translations: Chinese

White Paper: Graphs in Government

Discover the power of connected data (and how to harness it) for achieving your government agency's mission Get the White Paper »

Ebook: A Comprehensive Guide to Graph Algorithms in Neo4j

Download this complete reference guide on graph algorithms to gain a valuable overview and get down to the details engineers and data scientists need. Get the White Paper »

Ebook: Graph Databases for Beginners

This introduction to graph databases transforms present-day graph novices into future graph experts. Get the White Paper »

White Paper: Internet of Connected Things

Graph databases enable you to represent thousands of interconnections, among all the devices, sensors, machines, and humans, which make up the Internet of Connected Things. Get the White Paper »

White Paper: Graph Databases in Network and Data Center Management

Look closely at two deployments of Neo4j managing the complex interdependencies in network and data center operations. Get the White Paper »

White Paper: Graph Technology for Financial Services

Learn how financial services firms are fighting fraud, responding to cyber threats and ensuring compliance to meet the growing demands. Get the White Paper »

White Paper: Driving Innovation in Retail with Graph Technology

Learn how real-world retailers use Neo4j to face these challenges head-on to drive innovation with product and promotion recommendations to supply chain visibility. Get the White Paper »

White Paper: Fraud Detection

Learn how to uncover fraud rings and other sophisticated scams with high-level accuracy, stop advanced fraud scenarios in real-time. Get the White Paper »

White Paper: Powering Real-Time Recommendations with Graph Database Technology

Graph technology connects you with your users, increases accuracy and engagement, connects the dots between seemingly unrelated facts to infer interests, and offers a world of fresh possibility when it comes to making recommendations. Get the White Paper »

White Paper: The Top 10 Use Cases of Graph Database Technology

Discover the top 10 use cases of graph data technology, including fraud detection, real-time recommendations, MDM, knowledge graphs, IAM and more. Get the White Paper »

White Paper: The Power of Graph-Based Search

With graph-based search your organization (and your customers) are able to ask more precise and intelligent questions and receive more relevant information. Get the White Paper »

White Paper: Optimize Network Services

Learn how Neo4j enables communication service providers (CSP) and IT operations teams to optimize network services through next generation service assurance solutions. Get the White Paper »

Industry Analysts Research

Gartner Report: Top Trends in Data and Analytics for 2021

Read this Gartner report to discover the latest trends in data and analytics – and how graph technology fits into those trends. Get the White Paper »

The Forrester Wave: Graph Data Platforms

Download this Forrester Wave report that helps you compare different graph data platform providers in the market and choose one that best suits your needs. Get the White Paper »

TDWI Checklist Report: Seven Steps to Complementing Your Analytics Arsenal with a Graph Database

Learn how to upgrade your analytics infrastructure using native graph technology in this step-by-step checklist provided by TDWI. Get the White Paper »

Technology Executive Priorities for Knowledge Graphs

Discover the value of knowledge graphs in organizations today according to technology executives in this survey summary. Get the White Paper »

Bloor Research Report: Neo4j InBrief 2020

Get this Bloor Research report for an analysis of the strengths and capabilities of the Neo4j graph data platform. Get the White Paper »

Translations: French

White Paper: Graph Databases in Network and Data Center Management

Look closely at two deployments of Neo4j managing the complex interdependencies in network and data center operations. Get the White Paper »

Case Studies

  • Dooloo

    E-Health Company Creates Graph Solution For Patients with Chronic Pain
    Read the Case Study »

    Translations: French

  • Tourism Media

    Tourism Media Automates Travel Content Generation with Neo4j Aura
    Read the Case Study »

  • Current

    Modern Banking Products Fueled by a User-Centric Approach
    Read the Case Study »

  • Japanese Auto Manufacturer

    Manufacturer Reduces Time to Market with Knowledge Graph
    Read the Case Study »

    Translations: French

  • Allianz Benelux

    Allianz Benelux Gains 360-Degree View of Insurance Customers Using Graphs
    Read the Case Study »

    Translations: German | French | Spanish

  • Boston Scientific

    Graph Data Science Streamlines Complex Medical Supply Chain Analysis
    Read the Case Study »

    Translations: French

  • Custom Medical Equipment Manufacturer

    Detailed Visibility into Complex Workflow with Neo4j
    Read the Case Study »

  • NewYork–Presbyterian Hospital

    Graphs Enable Hospital to Track and Contain Infections
    Read the Case Study »

    Translations: French

  • ATPCO

    Airlines Rely on Graphs to Offer Better Ticket Prices and Travel Options
    Read the Case Study »

    Translations: French | Spanish

  • MITRE

    CyGraph is a tool that consolidates data.
    Read the Case Study »

    Translations: French | Spanish

  • Miroculus

    Miroculus designed a machine learning pipeline that captures research.
    Read the Case Study »

    Translations: French

  • Novartis

    The Novartis biomedical research team uses Neo4j to mine volumes of data.
    Read the Case Study »

    Translations: French | Spanish

  • Lyft

    Lyft built Amundsen to streamline data discovery.
    Read the Case Study »

    Translations: French

  • Fortune 200 IT Services Company

    This Fortune 200 IT Services Company helps orgs digitally transform.
    Read the Case Study »

  • Quander

    Quander uses Neo4j to visualize new brand experiences.
    Read the Case Study »

    Translations: French

  • UBS

    Data Lineage Tool Improves Risk Management, Drives Compliance
    Read the Case Study »

    Translations: French | German | Spanish

  • NBC News

    Reporters used Neo4j to scrutinize hundreds of thousands of tweets.
    Read the Case Study »

    Translations: French

  • CAST Software

    CAST Software Neo4j for their digital transformation.
    Read the Case Study »

    Translations: French

  • Vanguard

    Vanguard visualizes metrics derived from Neo4j in a code quality score.
    Read the Case Study »

    Translations: German | Spanish | French

  • Faceit

    Using graph technology has enabled Faceit to enhance gaming.
    Read the Case Study »

    Translations: French

  • Comcast

    The Xfinity profile graph is built with GraphQL APIs on Neo4j.
    Read the Case Study »

    Translations: German | Spanish

  • The ICIJ – Panama Papers

    "My journalists were amazed. We felt like we had superpowers.”
    Read the Case Study »

    Translations: French

  • Caterpillar

    Natural language processing and AI for Manufacturing efficiency.
    Read the Case Study »

    Translations: German | French | Spanish

  • Airbnb

    Master Data Management to connect disparate employee data resources.
    Read the Case Study »

    Translations: German | French | Spanish

  • Dun & Bradstreet

    In 2016, D&B adopted Neo4j graph technology to enable B2B compliance.
    Read the Case Study »

    Translations: German | French

  • Ad Tech Agency

    Learn how this Ad Tech Agency relies on over one terabyte of data in Neo4
    Read the Case Study »

  • Global 50 Bank

    Mitigating credit risk and adjusting fees and interest rates with Neo4j
    Read the Case Study »

  • Perform Media

    Creating a consolidated customer 360 view from unstandardized data
    Read the Case Study »

  • KERBEROS

    KERBEROS developed a compliance system for anti-money laundering.
    Read the Case Study »

    Translations: German

  • Digitate

    Neo4j now at heart of the award-winning ignio system
    Read the Case Study »

    Translations: German | French

  • Cisco

    Real-Time Graph Analysis of Documents Saves Company Over 4 Million Employ
    Read the Case Study »

    Translations: German | French | Spanish

  • Lockheed Martin Space

    Integrating disparate product life cycle data with Neo4j
    Read the Case Study »

    Translations: French | German | Spanish

  • eBay

    Conversational Commerce with the eBay App for Google Assistant
    Read the Case Study »

    Translations: French | German

  • German Centre for Diabetes Research

    Accelerating diabetes research with graph technology
    Read the Case Study »

    Translations: German | French

  • Gousto

    Gousto Is Using Graph Technology to Personalise Its Ingredient Lists
    Read the Case Study »

    Translations: French

  • In-Q-Tel

    Investor IQT Uses Neo4j to Help U.S. Intelligence Agencies Find the Best
    Read the Case Study »

  • U.S. Army

    Neo4j Keeps the Army Running by Tracking Equipment Maintenance
    Read the Case Study »

    Translations: French

  • Albelli

    Neo4j Helps Monetize Relationships in 1.2 Petabytes of Data
    Read the Case Study »

    Translations: German | French

  • e-Spirit

    Fast-tracking content management application development with Neo4j
    Read the Case Study »

    Translations: French | German

  • Fortune 50 Retailer

    Transforming global retailer’s site performance after a bad Cyber Monday
    Read the Case Study »

  • Fortune 200 Hospitality Company

    Using quicker real-time price updates to fight off Airbnb and Booking.com
    Read the Case Study »

    Translations: French

  • Fortune 500 Financial Services Company

    Real-time analysis of transactions stopping millions of dollars in fraud
    Read the Case Study »

  • Hästens

    Enabling a 360-degree view of customers to drive worldwide ecommerce
    Read the Case Study »

    Translations: French | German

  • Candiolo Cancer Institute (IRCC)

    Providing flexible data models for life-saving insights into cancer data
    Read the Case Study »

  • WineDataSystem

    WDS revamps its resource for wine professionals in less than four months
    Read the Case Study »

    Translations: French

  • Musimap

    Providing real-time recommendations and search engine for music industry
    Read the Case Study »

    Translations: French

  • Billes

    Enabling a fluid transition to digitalization in the printing industry
    Read the Case Study »

    Translations: Swedish

  • Transparency-One

    Offering total supply chain transparency to large retailers with Neo4j
    Read the Case Study »

    Translations: French | German

  • Wanderu

    Using Neo4j to free travelers to Wanderu across America
    Read the Case Study »

    Translations: French | Italian | Spanish | German

  • migRaven

    Making access rights migration simple and quick with Neo4j
    Read the Case Study »

  • megree

    Providing a holistic view of your connections beyond proprietary networks
    Read the Case Study »

  • Die Bayerische

    A clear overview of all contract information thanks to Neo4j
    Read the Case Study »

    Translations: German | French | Spanish | Italian

  • Wazoku

    Using Neo4j to seamlessly integrate its polyglot data solution
    Read the Case Study »

  • The ICIJ – Swiss Leaks Story

    Using graph database technology to uncover the Swiss Leaks story
    Read the Case Study »

    Translations: German | French | Spanish | Italian

  • Cerved

    Using big data intelligence to make corporate connections transparent
    Read the Case Study »

    Translations: German | French | Italian

  • Telenor

    Solving a challenging resource authorization management problem
    Read the Case Study »

    Translations: German | French | Italian | Spanish

  • Pitney Bowes

    Creating a total solution for customer master data challenges with Neo4j
    Read the Case Study »

  • Global 500 Logistics

    Graph data platform for tracking and real-time routing 5 million parcels
    Read the Case Study »

Podcasts

Interviews with Neo4j on SoundCloud

Neo4j featured on podcasts: The New Stack Makers, Talking Kotlin, Architecht and more.

 

The Neo4j Podcast on SoundCloud

Rik Van Bruggen interviews influential members of the Neo4j community.

Infographics

Real-Time Recommendations

Discover why Neo4j powers today's real-time recommendation engines more efficiently than ever before.

FRTB Risk Management

FRTB compliance graph technology infographic

Fraud Detection

Stop Fraud Rings In Their Tracks with Neo4j

Relationships of Retail

How to Exploit the 6 Relationships of Retail to Delight Your Customers

Master Data Management

Master Data Management infographic

Risk Management Platform

Risk Management and Compliance infographic

Anti-Money Laundering

Anti-Money Laundering compliance infographic

Graph Data Science

graph data science library infographic

Fraud Detection with GDS

Detect more fraud with graph data science infographic

Intelligent Applications + Neo4j 4.0

Why Your Intelligent Applications Need Graph Technology

Financial Services & Graphs

Financial Services & Graph Technology — How Top Firms Use Graph Databases

Data Sheets

Neo4j Cloud Managed Services

Learn more about Neo4j Cloud Managed Services (CMS), a white-glove service offering for hosting customers’ Neo4j applications.

Get the Datasheet [PDF] » English | French

Neo4j Aura Enterprise

Discover how Neo4j Aura Enterprise enables building mission critical, global-scale enterprise graph applications in the cloud.

Get the Datasheet [PDF] » English US | German | French

Download this Product Brief: Neo4j Graph Data Science Library

Neo4j Graph Data Science Library

Use the relationships and network structure in your data to address complex questions.

Get the Product Brief [PDF] » English US | English A4

Neo4j Graph Analytics Data Sheet

Read this data sheet to find out how Neo4j empowers businesses to use graph analytics, driving breakthrough discoveries.

Get the Datasheet [PDF] »

Download this Datasheet: Neo4j Privacy Shield - Solutions Data Sheet

Neo4j Privacy Shield

Achieve GDPR compliance and more with a well designed privacy and cybersecurity strategy for the personal data that you manage across your enterprise.

Download the Datasheet [PDF] »

Neo4j BI Connector

With Neo4j BI Connector, teams can now present live graph datasets on visualization tools such as Tableau and Looker.

Get the Datasheet [PDF] » English | French

Download this Datasheet: Embed Neo4j Differentiate Your Software Solution Data Sheet

Embed Neo4j to Differentiate Your Software Solution

Drive new insights from your connected data and discover new opportunities based on the data relationships. Discover how Neo4j can add value to your software solution.

Get the Datasheet [PDF] » English | German | French
Download this Datasheet: Neo4j Graph Platform Product Brief

Product Brief: The Neo4j Graph Platform

The Neo4j Native Graph Platform includes components which increase the efficacy and power of your enterprise’s data analytics, data visualization and more.

Get the Datasheet [PDF] » English US | English A4 | German | French

Read this executive summary on using Neo4j for fraud detection.

Executive Summary: Fraud Detection

It takes sophisticated technology to uncover sophisticated fraud networks. Find out how Neo4j makes it easy to visualize data patterns to spot suspicious activity real-time.

Get the Datasheet [PDF] » English US
Read this executive summary on using Neo4j for recommendation engines.

Executive Summary: Recommendation Engine

Maximize user engagement and value with improved content and product recommendations. Learn how your business can use Neo4j to deliver real-time personalized recommendations.

Get the Datasheet [PDF] » English US

Language-specific video collections: Deutsch | Italiano | Français | Español | Hebrew

Videos