Beyond Market Intelligence/ontology

ontology

Beyond Market Intelligence keeps ontology in one place: one story so far. The section currently leads with “From reactive fixes to self-healing data: inside Netflix's observability knowledge graph”. Netflix processes 38 million events per second, and its engineers were tired of playing catch-up. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every ontology story on Beyond Market Intelligence, newest first.

From reactive fixes to self-healing data: inside Netflix's observability knowledge graph
InfoQ

From reactive fixes to self-healing data: inside Netflix's observability knowledge graph

Netflix processes 38 million events per second, and its engineers were tired of playing catch-up. Prasanna Vijayanathan and Renzo Sanchez-Silva share how the company replaced reactive monitoring with an AI-driven operational ontology, using Claude and graph databases to unify MELT telemetry into queryable knowledge. The result is automated triaging, root-cause analysis, and systems that heal themselves. It is a practical, human-centered shift toward data that works for you.