S&P Global Energy details conversational AI for structured data with Databricks Genie Agents
S&P Global Energy successfully implemented Databricks Genie Agents and the Model Context Protocol (MCP) to enable natural language access to its complex structured data estate. This architecture allows domain experts to curate conversational AI endpoints directly, significantly shortening time-to-market for data products from months to days. By exposing Genie Agents as managed MCP servers and using a FastMCP proxy, S&P Global achieved governed, cross-domain queries while preserving Unity Catalog governance. This approach addresses the challenges of traditional text-to-SQL pipelines and custom APIs by letting SMEs productize their knowledge.
Notes (1) ›
- S&P Global Energy's Conversational Data Architecture with Databricks Genie Agents
S&P Global Energy developed a three-layered architecture to make its vast structured data estate conversational using Databricks Genie Agents and the Model Context Protocol (MCP). This setup allows subject matter experts (SMEs) to curate focused Genie Agents per dataset group without writing code, establishing a governed semantic layer. These agents act as managed MCP servers, which are then composed via a FastMCP proxy into composite endpoints for cross-domain queries, ensuring data governance through Unity Catalog.
https://www.databricks.com/blog/data-dialogue-how-sp-global-energy-made-its-structured-data-estate-conversational-databricks
Related releases
- Databricks SDK for Python v0.143.0 Adds ML Feature Fields, Fixes Logging Databricks Python SDK Releases ·
- Horizontal scaling for Databricks Apps is now generally available Databricks Release Notes ·
- Genie Code Builds Intelligent Document Processing Pipelines Databricks Release Notes ·
- Top 5 Databricks System Table Queries for Cost Management Databricks Blog ·
- DeepSeek V4 Pro (0813) Model Scheduled for Retirement Databricks Release Notes ·
- Databricks Python SDK v0.142.0 Adds AI Gateway Skill Management Methods Databricks Python SDK Releases ·