Netflix Builds Ontology-Driven Knowledge Graph to Speed Production Investigations

Netflix is developing an ontology-driven knowledge graph that turns its operational data into a structured model of its production environment. The graph is designed to speed up incident investigations and give AI agents a shared understanding of how its systems relate. The work is an example of applying AI to observability at large scale.

Why it matters: IT operations and SRE teams can see how a major streaming platform is structuring operational data so AI agents can investigate production issues faster.