
Netflix
Machine Learning•2026-05-04
Democratizing Machine Learning at Netflix: Building the Model Lifecycle Graph
Netflix's machine learning infrastructure spans multiple business domains including personalization, studio workflows, payments, and advertising, but fragmented ML tools and silos prevent effective cross-domain collaboration and asset discovery.