Autonomous ground patrol units equipped with stabilized General Purpose Machine Gun (GPMG) systems enable continuous perimeter security and threat response. The platform navigates terrain autonomously while all engagement remains under Human-in-the-Loop control, ensuring operational safety and compliance. AI-assisted targeting enhances threat identification, while integrated ammo management and recoil stabilization ensure accuracy and sustained performance in dynamic environments.