AI Can Only See Half the Deal
For grocery retailers, most margin is made on promotions, and most are funded by vendors. Yet your AI sees only your half of the deal: the shelf and the calendar, not the trade dollars behind them or whether they delivered. Your vendor sees the committed dollars, not your shelf. Layer AI onto two disconnected halves and you just automate the disagreement faster, on $500 billion in trade spend where up to 72% of promotions lose money. Grounded in grocery research and field quotes, the report shows grocers what changes, for category growth and protected margin, when both sides finally connect.

