Build and deploy quality AI agent systems
Securely connect your data with any AI model to create accurate, domain-specific applications.
TOP TEAMS SUCCEED WITH MOSAIC AI
The only unified platform for agent systems
Stop relying on generic AI models. Databricks has the tools to build agent systems that deliver accurate, data-driven results.
Agents built on your data
Quickly develop agents that are tuned on your enterprise data across multiple systems. Use any model, from classical ML to GenAl, to apply the best solution to your application’s needs.
Custom evaluation
Mosaic AI offers built-in evaluation for agents, supporting any AI model. Measure agent output quality with AI judges, evaluate fixes and redeploy quickly. Across ML and GenAI apps, you can identify production issues, analyze root causes and take corrective actions.
Governance
Maintain data security with end-to-end governance for agents. Enforce guardrails for all of your models, automate access controls, set rate limits and track data lineage across your entire workflow.
44% improvement in accuracy
$10M in productivity gains
96% accuracy of responses
Tools for end-to-end AI agent systems
Agent Bricks
Build AI agents grounded in your enterprise data. Databricks Agent Bricks lets you optimize quality and cost with synthetic data, custom evaluation, and automated tuning.
AI Gateway
Consistently apply data governance across every GenAI model in your enterprise.
Vector Search
A highly performant vector database with real-time syncing of source data.
Agent Framework and Evaluation
Build production-quality AI agents with Agent Framework. Agent Evaluation, an integral feature of the framework, ensures agent output quality with AI-assisted assessments and offers an intuitive UI for feedback from human stakeholders.
Model Serving
Unified deployment for agents, GenAI and classical ML models.
Model Training
Fine-tune open source LLMs, pretrain custom LLMs or build classical ML models.
Databricks Notebooks
Boost team productivity with Databricks Collaborative Notebooks, enabling real-time collaboration and streamlined data science workflows.
Managed MLflow
Extend open source MLflow, a unified MLOps platform for building better models and generative AI apps, with enterprise-grade reliability, security and scalability.
Lakehouse Monitoring
Monitor your entire AI workflow — from data and features to GenAI and classical ML models — without additional tools and complexity.
The Databricks Data Intelligence Platform
Explore the full range of tools available on the Databricks Data Intelligence Platform to seamlessly integrate data and AI across your organization.
Build high-quality agent systems
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