From research to operational production, MLOps brings models alive and enables AI for enterprises.  In this talk, I will share how the Inditex MLOps team builds an ecosystem to support our data science teams to deliver millions of data-driven decisions daily from hundreds of automatic machine learning pipelines with various algorithms from image recognition, time series forecast, to generative models and LLMs.