Production AI Agents Optimized on Your Data

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.

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.

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.