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To enhance venous thromboembolism (VTE) prevention and management in county-level hospitals, we developed a VTE quality control platform leveraging clinical databases and Clinician Workstations. The platform is characterised by simplified construction, cost-effectiveness and a user-friendly interface enabling precise real-time monitoring of VTE prevention measures in hospitalised patients. Comparative analysis of pre-implementation and post implementation data revealed significant improvements in key metrics: VTE bleeding risk assessment rate (1.33% vs 7.43%, p<0.001), basic prevention compliance (20.87% vs 50.38%, p<0.001), mechanical prevention utilisation (24.60% vs 27.37%, p=0.002) and appropriate prevention rate (11.67% vs 53.11%, p<0.001). The platform effectively optimised VTE prevention practices, demonstrating ease of deployment, affordability and operational efficiency-making it a scalable and practical solution for county-level hospitals in China.