Driven by multi-technology integration, this solution deeply integrates big data, cloud computing, IoT, and AI to build a closed-loop management system of “perception–analysis–decision–execution.” It achieves full-chain data connectivity by integrating data across water sources, water plants, pipelines, pump stations, and O&M, breaking down “data silos” and forming an interconnected data foundation. Leveraging algorithm models accumulated from Kedi Intelligent’s extensive project experience, the system can automatically optimize control strategies based on dynamic changes in water quality, water volume, and operating conditions, adapting to complex and variable water treatment scenarios. This effectively resolves industry issues such as “lagging manual adjustments and poor system stability.” Additionally, through the integration of automation control, intelligent equipment management, online monitoring, and data analytics, the system provides a visual “one-screen full-domain” management interface, driving a shift from “segmented management” to “holistic coordination,” enabling intelligent control and efficient collaboration across the full process.