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IndustriesDatabricks Blog·September 23, 2026·Ali Khokhar

How Concurrence governs clinical AI at a trillion-token scale with Unity Gateway

Summary

Concurrence scaled its clinical AI agent platform to an annualized 1.2 trillion tokens by consolidating its data and AI architecture on Databricks. The system pairs an immutable patient world model built on Delta tables and Lakebase with Unity Catalog and Unity Gateway to enforce compliance-gated model routing and continuous agent evaluation.

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