This research paper investigates ongoing trends of sustainable computing principles, machine intelligence applications, and practices in the hospitality industry by proposing a foundational theoretical model for developing sustainable machine intelligence in the hospitality industry. Moreover, it provides scholars with new directions for enlarging the circle of knowledge. Sustainable computing is growing rapidly, with more research and development being performed in this field as there is an increased desire to reduce environmental impacts. With the increase in consumer concern for data privacy and security issues, a new group of travelers began to worry about venturing out using virtual and electronic currency. It is compelling in the context of sustainable computing and machine intelligence. In the hospitality industry, data privacy and security concerns are the primary motives of the users. To lay the foundation of future sustainable data computing and machine intelligence in the hospitality sector, these matters would be taken care of. Research is still being carried out to find more efficient computing and AI models.