Group 1 - The core viewpoint is that Haikou Municipal Party Committee's inspection office is leveraging data integration to enhance the effectiveness of its inspection work through the "Supervision One Network" platform, establishing a "smart inspection" system to improve problem detection efficiency [1][2] - The traditional inspection process required significant manpower to manually review documents, leading to inefficiencies and potential oversight of key issues. The new system allows for intelligent alerts and quantitative assessments of the inspected units' performance, significantly improving the accuracy and efficiency of problem identification [1] - The inspection office has developed 84 warning models related to integrity risks, such as drunk driving and improper subsidy claims, which help identify potential corruption issues through automated data cross-referencing [1] Group 2 - The "Supervision One Network" platform facilitates a comprehensive digital supervision system that covers the entire process from problem discovery to rectification and outcome application. It enhances pre-inspection groundwork, mid-inspection data screening, and post-inspection follow-up [2] - During the inspections, 48 issues were identified across 55 inspected units, including non-compliance with the "double reduction" policy and misuse of medical insurance funds [2] - Since the 14th Municipal Party Committee, 1,272 issues have been reported through the platform, with 1,088 of them rectified, showcasing the effectiveness of online tracking and supervision [2]

Core Insights - The implementation of a "smart inspection" platform in Ganyu District has significantly improved the efficiency and effectiveness of local governance, particularly in identifying and addressing issues related to public subsidies and project management [1][2][3] Group 1: Data Utilization and Efficiency - The "smart inspection" platform has enabled the identification of 400+ problematic data points, which have been transformed into over 20 actionable problem clues for further investigation [3] - The data comparison process has contributed to the recovery of 2160 yuan in subsidies for elderly residents, showcasing the platform's direct impact on community welfare [1] - The transition from traditional manual inspections to a data-driven model has increased the contribution rate of data comparisons to 32% in identifying issues [1] Group 2: Professional Expertise and Collaboration - A specialized expert think tank consisting of 132 professionals from various fields has been established to support the inspection teams, ensuring accurate interpretation of policies and effective use of supervision data [2] - The expert think tank has provided timely policy consultations during inspections, helping to clarify complex issues related to subsidy standards and eligibility [2] Group 3: Continuous Improvement and Future Plans - The district plans to further enhance the digital transformation of inspection supervision, aiming to convert data advantages into greater governance effectiveness [3] - The iterative development of 24 data comparison models across five categories has established a comprehensive inspection supervision system, facilitating a full-chain approach from data collision to expert consultation [1][2]