A leading consumer goods company partnered with 10xDS to implement an AI-powered computer vision solution, revolutionizing yard management by leveraging existing CCTV infrastructure for real-time monitoring, safety adherence, and operational efficiency. Business Challenge The lack of real-time yard operations data led to delays in decision-making and operational inefficiencies, compounded by inefficient truck movements, extended dock utilization, and delayed driver exits that disrupted workflows. Insufficient monitoring of SOP adherence increased operational risks, while managers struggled to make informed decisions due to reliance on outdated IT systems that provided historical rather than real-time insights. How Solution works To address these challenges, 10xDS deployed a computer vision system integrated with the existing CCTV network. The system analyzed video feeds in real time to monitor activities, detect deviations from SOPs, and provide immediate alerts via Microsoft Teams for corrective actions. An interactive dashboard visualized historical and live data for trend analysis, targeting 10 key yard management scenarios, including safety compliance, operational efficiency, and emergency response. Key improvements included enhanced compliance with safety protocols, streamlined yard processes, reduced delays, actionable insights through real-time alerts and dashboards, and increased overall throughput through better scheduling and minimized idle times.