In industries relying on equipment, the operations environment is fast becoming an arena. While companies struggle to keep pace with runaway technological advances, the growing market demands strain their budgets further. Then there is all the big data that companies gather via IoT.  They know it is important, they can see it grow in volume and level of detail, but they cannot readily use it as is, to optimize maintenance and control costs. Raw data remains a challenge. Our Forensixx solution not only lets companies gather data and apply it in operation, but also helps them use data wisely, by combining IoT with Machine Learning. This pairing allows them to predict future failures, schedule maintenance operations better, predict budgets more accurately or even begin a new business, based solely on forecasting the state of equipment reliably.