Where margin decisions break down
Pricing, promotion, category, portfolio, finance, supply, and retailer decisions move through different models and cadences.
- Product, customer, channel, and cost definitions conflict
- Price-pack and promotion scenarios are rebuilt in spreadsheets
- Demand or tariff changes reach decision owners after the planning window
- Commercial actions lose their assumptions and follow-through

