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AtScale Delivers Semantic Intelligence to Databricks MCP Marketplace

via Business Wire

Enterprise AI agents get governed business context through AtScale's new MCP Server integration

AtScale, the leader in enterprise semantic layer technology, today announced its integration with the Databricks MCP Marketplace. This partnership enables organizations to build intelligent AI agents using Databricks Agent Bricks backed by governed semantic models that ensure accurate, trusted business decisions at enterprise scale.

The integration leverages Databricks' Model Context Protocol (MCP), an open standard that allows agents to securely access external services. AtScale's MCP Server transforms raw data into business-ready semantic context, eliminating hallucinations and enabling agents to reason over governed metrics instead of fragmented tables.

"Enterprises building agentic systems face a critical challenge: agents can respond, but can those responses be trusted?" said Cort Johnson, SVP GTM at AtScale. "Our MCP integration makes the semantic layer callable as an action service. Organizations can now deploy agents that execute governed business logic and deliver decisions with enterprise confidence."

“Customers can now operationalize AI with governed, high-quality semantics thanks to AtScale’s MCP Marketplace listing. AtScale’s MCP offering advances our shared mission and empowers organizations to deploy Agent Bricks applications that deliver measurable value across the business,” said Stephen Orban, SVP of Product Ecosystem and Partnerships at Databricks.

With AtScale's MCP Server, Databricks customers can:

  • Build custom agents using Agent Bricks: AtScale's semantic engine integrates as a first-class service endpoint, enabling agents to understand revenue, churn, attribution, margin, and other critical business definitions, not raw data structures.
  • Deploy agents in minutes: Simple marketplace integration. Connect semantic models, build agents with Agent Bricks, and go live without custom middleware or code rewrites.
  • Ensure governance at scale: Unity Catalog provides end-to-end access control and auditability. Every agent decision is compliant, authorized, and traceable to governed business definitions.

Organizations can now build:

  • Finance copilots delivering GAAP-consistent performance metrics
  • Sales forecasting agents aligned with GTM attribution models
  • Supply-chain optimizers reasoning over product hierarchies
  • Headless analytical services that bypass dashboards entirely

In every case, AtScale ensures agent outputs match those from Excel, Power BI, Tableau, or any AI/BI tool connected to the semantic layer.

The AtScale MCP Server is available now in the Databricks MCP Marketplace. Current AtScale customers can connect semantic models immediately. New organizations can request access through the Databricks MCP Marketplace.

About AtScale

AtScale enables smarter data-driven decisions by bridging the gap between data and analytics, simplifying and extending BI and AI capabilities. With its Universal Semantic Layer, AtScale empowers enterprises to create business-friendly data models that ensure consistency and accuracy across analytics tools. With over a decade of innovation, AtScale continues to lead the industry, transforming how enterprises utilize and analyze their data. For more information, please visit www.atscale.com.

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