How Superhuman and Databricks built a 200K QPS inference platform together

Superhuman and Databricks collaborated to build a high-performance inference platform capable of handling 200,000 queries per second (QPS), leveraging Databricks' infrastructure and optimization capabilities. The partnership demonstrates how to scale machine learning inference to meet demanding production requirements for real-time applications. The case study likely covers the technical architecture, optimization techniques, and performance metrics achieved through their joint engineering effort.

Source: Databricks | 2026-05-08