Build trusted, data-aware AI agents on Databricks with OpenAI GPT-5.2 and the Responses API, delivering higher accuracy, safer reasoning, and governed enterprise scale.

databricks

OpenAI's GPT-5.2 model and Responses API are now available on Databricks, enabling developers to build AI agents with improved accuracy, token efficiency, and structured reasoning. The integration with Agent Bricks allows secure connections to governed enterprise data, MCP tool invocation, and comprehensive evaluation capabilities. GPT-5.2 shows significant improvements over GPT-5.1 on document-heavy workloads, demonstrated through the OfficeQA benchmark. The Responses API provides a unified interface for multimodal inputs, tool usage, and structured outputs, eliminating manual orchestration. Teams can build, trace, evaluate, and deploy data-aware agents with full governance and observability through MLflow integration.

OpenAI GPT-5.2 and Responses API on Databricks: Build Trusted, Data-Aware Agentic Systems

Introducing the Responses API on Databricks