Automated Disposition Software Steadily Displaces Manual Grading
Retailers across major North American and East Asian markets are increasingly specifying automated disposition software positioned against legacy manual grading processes, responding to demand for consistent recovery value that speeds returns processing without maintaining separate grading teams per category at scale. This shift has required providers to invest in machine vision and disposition testing capability, a process that can take seven to twelve months per platform generation given required accuracy certification. Retailers are increasingly treating automated capability as a competitive prerequisite for new returns programme launches, accelerating the transition considerably across the industry.
Market Impact: Adds 10 percent e-commerce-driven volume








