Depthfirst

Depthfirst builds AI-native security solutions that protect production systems by understanding code, business logic, and infrastructure. Founded by a team from DeepMind, Google, Databricks, and Faire, the company developed General Security Intelligence that finds real vulnerabilities while dramatically reducing false positives. The platform achieved a ~90% improvement on the CyberGym vulnerability-exploitation benchmark, demonstrating industry-leading AI security performance.