ISPU Motion Sensor use cases examples include anomaly detection for industrial predictive maintenance and on-device unsupervised learning for movement classification in personal electronics. ISPU is an Ultra-low-power, high-performance user-programmable DSP core. Anomaly detection is implemented with Nanoedge.AI and triggers higher computation with STWIN.box. ISPU is designed to utilize the tinyML ecosystem tools and open-source development resources.