COMPETENCIES GlobVision is now recognized across multiple industries for its innovations in the areas of GIS, Data Mining (DM) and Artificial Intelligence (AI). This broad range of capabilities provides GlobVision with a unique core of competencies applicable to three types of complex problems: Extraction of complex information from data When linear, statistical modelling techniques fall short in the task of extracting hidden knowledge from data, or when exact models are too difficult to adapt to different situations, GlobVision combines its expertise in DM and AI to provide unexpected and invariably rich and textured details not otherwise available. Detection of anomalies in mission-critical systems The telltale signs of future failures are often embedded in instrument readings long before the actual failure occurs. Unfortunately, those signatures cannot be understood because the models to explain or predict them do not exist. GlobVision offers a powerful set of techniques to provide those explanations, and frequently even to predict a failure earlier than even the most knowledgeable operator could. Validation/verification of sensor measurements Modern systems are increasingly instrumented and complex. While allowing for more detailed monitoring, this situation also means an overwhelming amount of data to sift through, and does not remove the possibility of glitches. Through the paradigm of machine learning, GlobVision offers powerful ways to verify the correctness of collected data, and even to suggest appropriate alternate values. In turn such information becomes a means to detect situations that are out of the ordinary, allowing operators to focus on relevant and critical situations.