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AISEMA systems have already been around for many years promising cheap, extensive data collection and support for decision making and software process improvement. Although successful in collecting large amounts of software engineering data, AISEMA systems are not widespread in industry, mainly because the actual costs, challenges, and benefits remain unclear. This book draws on a concrete, long-term experience in industry to offer a better understanding of the adoption process, usage, and potential benefits of AISEMA systems. The book proposes a detailed description of the adoption process, identifies concrete ways to successfully overcome the main challenges, suggests several potential usages and explores the usage of collected data for gaining a better understanding of software processes.