Introduction The Advanced Metering Infrastructure (AMI) market has emerged as one of the most transformative components of modern utility management, offering a smart, connected, and data-driven approach to energy distribution. As utilities worldwide shift toward digitalization, AMI has become essential for enhancing grid resilience, improving consumer engagement, and optimizing energy...