
Enterprise AI platform for building, deploying, and governing production-quality AI agents
Databricks Mosaic AI is a comprehensive AI development platform that enables enterprises to build, train, deploy, and monitor production-grade generative AI applications and agents at scale. It provides unified tools for RAG systems, LLM fine-tuning, model serving, vector search, and AI governance—all integrated within the Databricks Data Intelligence Platform.
Build production-quality AI agents with retrieval-augmented generation, quality evaluation, and seamless enterprise data integration
Deploy and serve foundation and custom models with pay-per-token or provisioned throughput options
Enterprise-grade vector database with hybrid search and Unity Catalog integration
Centralized governance layer for managing LLM endpoints with observability, rate limiting, and multi-provider API access
Unified governance for data and AI assets including lineage tracking, access controls, and audit logging
End-to-end MLOps with experiment tracking, model versioning, automated evaluation, and production monitoring
Build internal AI assistants that answer queries over corporate data with secure, governed access to knowledge bases
Automate analysis, process real-time market data, and extract insights from financial datasets
Train ML models to predict failures, detect anomalies, and analyze operational data in real-time

The open-source AI-native vector database for search and retrieval

AI meeting assistant that records, transcribes, summarizes, and acts on insights from every call

Build and deploy autonomous AI agent workforces without code

Build, train, and deploy machine learning models at scale on AWS
Start using Databricks Mosaic AI today and boost your productivity.
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Unified platform for building, deploying, and scaling generative AI and ML models