Netflix Builds Knowledge Graph for AI Observability

Netflix develops an ontology-driven knowledge graph to accelerate production investigations and provide AI agents with a shared understanding of its operational environment. The platform connects information about applications, incidents, deployments, alerts, and infrastructure dependencies. It handles more than 2 billion requests daily and upwards of 38 million real-time logging events every second.