Monitoring and evaluating the performance of vendors and contractors is crucial for construction companies to maintain quality standards, adhere to project timelines, and ensure successful project delivery. However, traditional methods of performance assessment often rely on subjective evaluations or fragmented data sources, leading to inefficiencies and inconsistencies in decision-making.