Why Retail Deduction Recovery Is a Stronger Agent Wedge Than Yet Another Research Bot

This content argues that retail deduction recovery provides a stronger product-market fit for agent-native businesses than generic AI research bots. It highlights that this workflow offers concrete margin recovery, involves scattered evidence and real deadlines, and is too operationally complex for most companies to manage effectively with their own AI.