Core Viewpoint - The article highlights the efforts of the Chongqing Municipal Commission for Discipline Inspection and Supervision in enhancing the business environment through a smart regulatory platform that utilizes big data for monitoring and addressing issues related to administrative approval and public service [1][2][3][4] Group 1: Smart Regulatory Platform - The "Smart Regulatory Platform" has integrated 1,211 administrative approval and public service items into its monitoring system, focusing on issues such as inaction, misconduct, and corruption [1] - Since its inception, the platform has identified 5,040 abnormal data points and facilitated the investigation of 2,646 cases involving 244 individuals harming the business environment [1] Group 2: Case Studies and Investigations - The Ba'nan District's Commission for Discipline Inspection acted on 125 warning signals from the platform, leading to the identification of a staff member, Yang, who received bribes and engaged in illegal business activities, resulting in severe disciplinary action [2] - The Dazhu District's Commission integrated various bidding-related issues into its oversight, uncovering a corruption chain involving a former official who manipulated bidding processes for personal gain, leading to his expulsion from the party and public office [2] Group 3: Efficiency and Collaboration - The "online warning + offline collaboration" model has improved investigation efficiency and cross-departmental cooperation, ensuring thorough problem resolution [3] - The establishment of a "red-yellow-blue" warning mechanism has enabled graded supervision of overdue matters, enhancing accountability in administrative processes [4] Group 4: Systematic Improvements - The Chongqing Municipal Commission has pushed for the integration of problem rectification with institutional innovation, resulting in a 40% reduction in approval times for engineering projects [4] - Over the past year, 32 institutional mechanisms have been improved, significantly reducing the average processing time for over a thousand administrative approval and public service items, with some categories seeing reductions exceeding 50% [4] Group 5: Future Directions - The Commission plans to expand the data integration of the smart regulatory platform and continuously optimize monitoring models to enhance the precision of problem detection, thereby improving the business environment [4]