Develop the software solution, Armin,  for optimizing maintenance and prediction potential failure in electromechanical equipment. The software solutions combing mechanics feedback with big data and machine learning to find the optimum maintenance strategy and predict failure before they occur. The method is directed towards larger industrial segments.