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Robotic Process Automation has generated a lot of buzz across many different industries. As businesses focus on digital innovation, automation of repetitive tasks to increase efficiency while decreasing human errors is an attractive proposition. By design, RPA is not meant to replicate human-like intelligence, it is generally designed simply to mimic rudimentary human activities. AI is both a mechanism for intelligent decision making and a simulation of human behaviors. Machine Learning is a necessary stepping stone to Artificial Intelligence, contributing deductive analytics and predictive decisions that can be expected from humans.