Various IoT sensors can be used for Takt time management, such as the following:
RFID sensors to ensure components reach the right stage on time.
Temperature sensors  to monitor working climate for optimal production conditions.
Motion and vibration sensors to detect equipment idle times or slowdowns, enabling quick adjustments for production alignment.