Production AI agents optimized on your data
Improve AI agent quality and cost-efficiency with research-backed optimizations and evaluation.
Build production AI agents faster
Stop relying on costly trial and error. Agent Bricks uses research-backed innovations to help you build, evaluate and optimize AI agents — grounded in your enterprise data.
Optimize quality and cost
Agent Bricks applies advanced research techniques to balance quality and cost — testing models, prompts and configurations to find the best setup for your task. As you provide feedback, agents continue to improve without needing to be rebuilt from scratch.
Reason over your data
Agent Bricks uses your enterprise data in Databricks to generate domain-specific synthetic datasets — accelerating agent development without relying on manual labeling or external data sources.
Refine with custom evaluations
Agent Bricks automatically generates domain-specific synthetic benchmarks based on your task and data, then scores agent outputs using task-aware metrics, subject matter expert feedback and AI-assisted grading.
Production-grade agents
Automatically organize content by category
Agent Bricks can build agents to classify contracts, policies or communications into predefined categories based on their content. With built-in evaluation and synthetic data generation, you can improve precision without spending time on manual labeling or prompt engineering.
Build intelligent chat agents that understand your data
Agent Bricks helps you develop chat agents that are grounded in your enterprise data. Whether for customer support, HR or internal help desks, agents can be evaluated and optimized continuously for accuracy, tone and cost — without complex setup.
Answer complex questions with trusted context
Use Knowledge Assistant to build agents that search and answer from large document sets — like manuals, policies or technical guides. Agent Bricks automatically indexes your content and evaluates answer quality, helping you deliver fast, reliable responses across support and operations.
Generate custom content in your organization’s voice
The Custom LLM agent creates AI agents tailored to specific writing tasks — like summarizing reports, drafting press releases or generating product descriptions. By training on your data, it specializes the model to your domain, so outputs are more relevant, on-brand and cost-efficient.
Understand how your customers really feel
From survey responses to social media posts, Agent Bricks enables you to build agents that analyze sentiment and detect trends in customer feedback — at scale. Use these insights to guide marketing strategies, product updates and service improvements.
Explore Agent Bricks demos
Usage-based pricing keeps spending in check
Only pay for the products you use at per-second granularity.Discover more
Learn more about how the Databricks Data Intelligence Platform empowers your team across all your data and AI workloads.
Mosaic AI
Explore the full suite of Mosaic AI tools for end-to-end AI agent systems.
AI/BI Genie
Get insights from your data simply by asking questions in natural language.
Model Serving
Deploy and govern any AI model or agent in production with built-in observability, scale and enterprise controls.
Vector Search
A highly performant vector database with real-time syncing of source data.
Unity Catalog
Seamlessly govern structured and unstructured data, ML models, notebooks, dashboards and files on any cloud or platform.
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.
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