Presenso Ltd (formerly DeepSense) seeks to improve industrial firms yield and income by maximizing machine up-time. Using advanced machine learning techniques, Presenso's analytic engine autonomously learns how similar groups of machines behave. This engine then interlinks events with components within the machines and with various systems at the industrial site. The system is thereby able to detect abnormal events, to find correlations between such events, and ultimately predict evolving failures. Once Presenso detects the evolution of an abnormal pattern, the system generates alerts about the potential upcoming failure and provides valuable information about the remaining time to the failure and its origin point. The system can also recommend solutions to current issues based on its analysis of previous occurrences.