Reflections on Optimising Dispute-Related Police Incident Risk Prevention Mechanisms in the Context of Digital Empowerment — Taking Jiaxing City Jiaxing County as an Example

With the development of digital governance, community conflicts and disputes are becoming increasingly complex, and traditional methods are struggling to cope. This paper takes the Jiaxing County Dispute Police System as an example to explore the role of digital technology in risk identification and collaborative governance. The system integrates multi-source data to enhance early warning capabilities, but issues such as insufficient data utilization, poor collaboration, and weakened prevention still exist. In response to these issues, the paper proposes recommendations to strengthen data analysis, optimize interdepartmental collaboration, and upgrade early warning models to promote a transition in governance towards proactive prevention and precise intervention.