Core Insights - The article highlights the effective use of a smart supervision system developed by the Changde City Discipline Inspection Commission and the traffic police to quickly identify and address violations by public officials, particularly focusing on drunk driving cases [1][2]. Group 1: Smart Supervision System - The "Smart Supervision" mini-program is integrated into the city's big data platform, enabling a full-cycle management process of "comparison—warning—notification" for identifying violations among public officials [1][2]. - The system has led to the discovery of 131 problem clues this year, showcasing its effectiveness in enhancing the quality and efficiency of supervision and law enforcement [1]. Group 2: Data-Driven Analysis - The platform's core advantage lies in its ability to integrate and analyze vast amounts of cross-departmental data, allowing for the identification of issues that traditional methods may overlook [2]. - The "data-driven + intelligent analysis" model has improved case handling efficiency, as demonstrated in a specific case where the investigation took only three weeks from initiation to legal measures against involved personnel [2]. Group 3: Proactive Risk Management - The collaboration with housing departments has led to the development of an intelligent supervision module for public rental housing, which monitors and alerts on various data anomalies in real-time [3][4]. - Since its launch in June, the module has generated nearly 200 warning messages, prompting relevant departments to conduct thorough self-examinations [4].