Edmund is a Czech startup developing an AI-powered platform designed to address the challenges of industrial maintenance. As manufacturing systems become more complex and the availability of skilled engineers declines, Edmund deploys AI agents to connect technical documentation, PLC projects, maintenance logs, and real-time machine data. This creates an operational layer within factories that enables technicians to quickly identify faults, understand root causes, and receive step-by-step guidance, significantly reducing troubleshooting time from hours or days to minutes. The platform aims to cut the fault diagnosis phase by up to 90%, thereby reducing overall downtime and accelerating recovery. Edmund is hardware-agnostic and compatible with a wide range of industrial systems.