Mosaic AI by Databricks

Mosaic AI by Databricks is designed for data scientists and AI engineers to build and deploy quality AI agent systems. It offers a unified platform for agent systems, allowing users to compare and use any combination of GenAI models, classical ML models, and tools. With Mosaic AI, users can quickly assess and improve agent performance, achieve comprehensive governance for their agents, and build high-quality agent systems.
The platform provides tools for end-to-end AI agent systems, including Agent Bricks AI Gateway, Databricks Model Serving, and MLflow. These tools enable users to manage models, deploy agents, and measure output quality with AI-assisted judges. Additionally, Mosaic AI offers built-in evaluation for agents, supporting any AI model, and provides an intuitive UI for feedback from human stakeholders.
Mosaic AI by Databricks is ideal for organizations that want to build production-quality AI agents grounded in their enterprise data. It is particularly useful for teams that need to automate operations, generate customized menus, or provide personalized viewer experiences. With Mosaic AI, users can unify data and AI across their organization, streamline workflows, and cut costs.