Artificial Intelligence has emerged as a powerful force in modern business, transforming how firms operate engage with customers, and make choices. The role of AI in data-centric approaches to industrial decisions, advancing technology, digitization, and business implications has been remarkable in the current market scenario and technological innovation. This chapter explores how AI technologies are transforming decision-making processes across industries, as well as the underlying techniques, benefits, problems, and future approaches. The chapter aims to provide a complete overview of AI’s revolutionary impact on industrial decisions by examining use cases in real-time applications as well as research studies. This study investigates the wide range of AI applications in business, as well as the underlying technologies, benefits, problems, and opportunities. It seeks to provide a comprehensive acquaintance of how AI is transforming the corporate landscape through research studies and real-world examples. The study expands on the usage of cloud computing to support AI with large IT infrastructures for the industrial revolution.