GroundMesh Inspect is an autonomous inspection and remediation system for the SO-101 robotic arm. Using Anomalib and OpenVINO for perception, it maintains a persistent state of the workspace, reasons over detected defects and environmental changes, selects an appropriate physical response, executes it through a VLA-controlled arm, and verifies whether the intervention succeeded.