TLDR Data · DEEP DIVES

HOW CONCURRENCE GOVERNS CLINICAL AI AT A TRILLION-TOKEN SCALE WITH UNITY GATEWAY

databricks.com7 min read

Summary from the TLDR Data newsletter

Concurrence uses Databricks to run and govern clinical AI at an annualized scale of roughly 1.2 trillion input tokens, combining patient data, agent state, testing, evaluations, and access controls on one platform. Unity Gateway centralizes access to approved AI models and tools, helping the company track usage, enforce compliance, and safely scale both clinical and coding agents.