Mosaic AI by Databricks

Mosaic AI by Databricks is an enterprise-grade machine learning and generative artificial intelligence platform integrated directly into the Databricks Data Intelligence Platform, designed to help organizations securely build, evaluate, deploy, and govern customized AI systems. It provides a comprehensive suite of infrastructure tools for the entire AI lifecycle, featuring the Agent Framework for orchestrating multi-agent workflows and Retrieval-Augmented Generation (RAG) applications, native Vector Search for connecting enterprise data, and fully managed Model Serving endpoints with built-in autoscaling. By combining MLflow for deep tracing, custom evaluation, and continuous monitoring with Unity Catalog for strict access controls and governance, the platform enables engineering teams to seamlessly develop, fine-tune, and run both classical machine learning models and large language models within a unified, production-ready environment.