Description: Tactical planning refers to the short-term strategy for resource allocation and management in cloud computing environments. This approach allows organizations to optimize the use of their technological resources, ensuring alignment with operational and strategic objectives. In the context of Industry 4.0, tactical planning becomes an essential component for integrating advanced technologies such as IoT, artificial intelligence, and automation into production processes. Agile methodologies, in turn, promote rapid and efficient adaptation to changes, complementing tactical planning by allowing real-time adjustments based on customer feedback and market conditions. Together, these elements enable companies to be more flexible and effectively respond to the changing demands of the business environment, maximizing efficiency and minimizing costs. Therefore, tactical planning not only focuses on resource management but also encompasses the ability to innovate and continuously improve processes, which is fundamental in an increasingly digitalized and competitive world.