In commercial real estate, market underperformance rarely announces itself in a single dramatic moment. More often, it develops gradually—through subtle shifts in leasing velocity, tenant behavior, and operational pressure that accumulate over time. By the time these signals become obvious in financial reporting, the asset has often already moved out of alignment with its competitive set. Within APLIS’ Market & Investment Intelligence framework, early detection is not just a