CavFinder is a software as a service (SAAS) (with a product) company that is developing a very innovative and accurate solution to cavitation detection using machine learning. This is a big opportunity as cavitation is a costly phenomenon with pumps and pipes, and failure of such process critical pumps could result in substantial downtime costs and decrease equipment life. Therefore, customers closely monitor these pumps and are strongly considering the implementation of predictive maintenance solutions. But right now there is no accurate and timely detection solution in the market that is affordable and compatible with all kinds of equipment.