An attrition model is a predictive tool used to analyze and forecast the gradual reduction or loss of customers, employees, or resources over time. It takes into account various factors such as customer behavior, market trends, and internal processes to determine the likelihood of attrition and develop strategies to mitigate its impact. This model helps businesses to proactively identify and address potential attrition, ultimately leading to improved retention rates and overall success.