As fleets of robots and autonomous machines scale in the real world, keeping them running becomes an operational challenge in itself. Motherboard Labs enables specialized agentic field operations tailored to how each fleet actually works. Every deployment reflects the machines, systems, service knowledge, rules, and workflows already in place-helping teams diagnose faster, resolve more remotely, and give technicians the right context when field work is needed. Every fix in the field becomes a playbook and feeds back into engineering - improving procedures, driving fleet-wide fixes, and helping build better machines. The founders prev. built software to solve operational challenges for companies maintaining critical infrastructure in the field - mining and construction machinery at Komatsu, data center server racks at Citadel and more.