OpenClaw is a textbook example of the danger posed by shadow AI agents operating outside organizational oversight, as these autonomous agents run on employees' endpoint devices, execute commands, access local files, and authenticate to internal and SaaS systems. Astrix’s OpenClaw Scanner is a new complementary tool designed for teams who want a fast, low-friction way to uncover OpenClaw agents operating within their environment, with relevant context for quick mitigation.