Using just the sensors included in the battery powered STMicro SensorTile IoT eval module (seen mounted on top of this fan demo), SensiML shows how its AutoML software can produce autonomous predictive fault models that operate at the extreme edge. SensiML AI sensing algorithms can be quickly and easily built by developers with little to no data science expertise using the SensiML Analytics Toolkit and deployed in ultra-low power MCU devices like the STM32 featuring an Arm Cortex-M class processor and SensiML Knowledge Pack. For more information visit https://sensiml.com/products