How Concurrence governs clinical AI at a trillion-token scale with Unity Gateway
Sep 23, 2026

Summary
This post details how Concurrence leverages Databricks' Unity AI Gateway to govern clinical AI at a trillion-token scale. It describes the technical implementation of integrating Moonshot AI's Kimi K3 model, focusing on managing costs, ensuring compliance, and enabling responsible AI usage within a regulated healthcare context. The post highlights the architecture and strategies employed to handle massive token volumes while maintaining control over AI spend and adhering to clinical AI governance requirements.