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Abstract: To truly leverage machine learning, a restaurant needs “eyes and ears” on its equipment. This chapter explores how IoT sensors in Dubai and Riyadh are automating HACCP compliance, reducing energy costs by up to 20%, and using predictive maintenance to prevent the “Friday Night Disaster.” We analyze the shift toward the “Connected Kitchen”…