Identification model boasting over 98% accuracy utilizes an efficient AI algorithm. This model features a three-dimensional labeling system that effectively links upstream and downstream processes, ensures precise matching of appropriate collection resources, and facilitates tracking through each stage. Advanced AI voice customer service can identify and mitigate aggressive collection practices using voice print technology, while also enabling quality checks with increased efficiency; natural language processing (NLP) is employed to enhance conversational strategies. The model has improved overdue payment rates by automatically assigning suitable collection personnel and methods through its intelligent case division system, significantly boosting collection efficiency. It offers automatic and intelligent collection services 24/7, contributing to substantial cost reductions for businesses. Additionally, text-to-speech technology creates human-like responses interactively, utilizing big data analytics and machine learning to develop the most effective collection strategies.