Mosaic AI by Databricks

Mosaic AI by Databricks is a unified platform for building, deploying, and governing production-quality AI agent systems and machine learning models. It enables organizations to securely connect their enterprise data with any AI model—from classical ML to generative AI—to create accurate, domain-specific applications. The platform offers built-in tools for rapid agent development, custom evaluation using AI judges to measure output quality, and end-to-end governance including guardrails, access controls, rate limits, and data lineage tracking. Customer deployments have shown significant improvements in accuracy, productivity gains, and cost reductions across industries such as finance, media, and marketing.