This document discusses using graphs and Neo4j to improve network and IT operations. It begins with an overview of how networks can be modeled as graphs. It then discusses using graphs for both proactive and reactive network management, giving examples of dependency analysis and helpdesk scenarios. Finally, it provides references to companies that use Neo4j for network and IT operations management in domains like travel, software monitoring, finance, and environmental sciences.