The purpose of this research paper is to analyze the drawbacks of standalone Automated Meter Reading (AMR) systems in comparison to the benefits of implementing an Advanced Metering Infrastructure (AMI) with a Multiple Node Big Data System for water utilities. This evaluation covers both functional and technical aspects, emphasizing the superiority of AMI systems for modern water utility management.