Guidewheel's manufacturing operations cloud is a plug-and-play system that provides real-time information on machine activity through sensors that clip onto any machine. The system is easy to use and requires little training, allowing manufacturing teams to track differences in system changeover or process time, identify trends, problems, and anomalies, and improve response and remediation across incidents through tagging and prioritization.