Automation as a Service (AaaS) has evolved beyond traditional cost-cutting measures, transcending repetitive tasks to encompass streamlined operations, heightened efficiency, and enhanced customer experiences. Amidst intensified competitiveness, globalization, and evolving business cycles, innovation, agility, and reduced operational intricacies are paramount. AaaS emerges as a solution, supported by the growing significance of Machine Learning and Artificial Intelligence.