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Explore how to overcome common enterprise AI agent challenges through Databricks' Agent Bricks platform in this 13-minute conference talk. Learn about the typical obstacles that cause AI agent projects to stall, including manual prompt optimization, unclear evaluation methods, and escalating inference costs. Discover how Agent Bricks transforms simple task descriptions and data sources into production-ready, domain-specific agents optimized for both cost-effectiveness and quality. Gain insights into the platform's capabilities, implementation strategies, and the underlying research that powers this agent builder technology. Understand practical approaches for deploying agentic AI systems at enterprise scale, drawing from research in compound AI systems, automatic prompt optimization, and enterprise agent development.
