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A new generation of solutions for the change management in organizations must give support to organization strategic management by introducing automation to accelerate decision-making. The implementation of automatic mechanisms for the decision support requires the development of algorithms capable of dealing with a large amount of data in a smart way, and able to be easily integrated into business management systems.