Most can’t. Without TPO, you’re repeating last year’s plan with zero pre-evaluation, approving promotions on gut feel, and funding failures at scale.
Trade Promotion Optimization (TPO) uses AI and analytics to tell you which promotions to run, at what price, with what mechanics, to maximize ROI. And here’s the thing: The technology has crossed a threshold. It genuinely works.
But here’s what the vendor won’t tell you:
TPO generates insights. It doesn’t generate action.
The gap between insight and action is entirely organizational. Who owns the data feeding the model? Who approves the change? Does your team trust the system enough to act on what it finds?
The bottleneck was never the optimization engine. It’s always been the organization underneath it.
Want to benchmark your organizational readiness? I’ll show you the gaps between what your TPO can do and what your team is structured to execute.
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