polar bears

GridTwin is a recursive agent system for power plant maintenance: a repair is only done when the evidence proves it. Agents diagnose faults using telemetry, inspection images and a 3D digital twin, then produce work orders and verify the outcome. Failed checks trigger another repair cycle, and only verified fixes become reusable lessons. Our demo runs on a simulated solar plant, where GridTwin catches a contractor’s ineffective shortcut, requests the correct repair, and applies that lesson to resolve the next similar fault in one round.