Margin rarely disappears in one place. It leaks through promotions that overrun, stock sitting in the wrong store, supplier terms nobody re-checks and returns that never get costed. This session shows where retailers typically lose it, why generic AI misses it when data lives across disconnected systems, and how finance, operations, commercial and buying teams can surface the answers themselves without waiting on a data team.