Infinite Uptime has several industrial IoT solutions, including a productivity and predictive maintenance solution for reciprocating and rotating equipment such as presses, motors, pumps, compressors or turbines, a tool wear prediction solution for machine tools, and an end-of-line test rig solution for transmission and powertrain manufacturers. The productivity solution is geared towards real-time OEE (overall equipment effectiveness) measurement and analytics, downtime estimation and analysis and identified areas for improving the measured OEE & productivity. The predictive maintenance solution detects impending failures in critical motors, pumps and bearings non-invasively through high frequency vibration and acoustic analysis in order to prevent unplanned downtime or breakdown. Typically, this solution is also linked to the quality of the output, such as the motor of a grinding machine which can result in poor process capability in case of eccentric rotation or wear out. The test rig solution gives transmission manufacturers a portable NVH (Noise, Vibration, Harshness) testing system which can be magnetically attached to any transmission wirelessly, like a stethoscope. Using pattern recognition and spectral analysis, the solution identifies whining sounds, dented gears and misaligned bearings in faulty transmissions before they are sent into the field.