Model the money
Product Planning
A planning brain for ecommerce brands.
Forecast demand per SKU, project inventory forward, and work backward to the purchase orders that actually need placing — respecting lead times, MOQs, case packs, and factory blackouts.
aos.agencythinktank.com
Screenshot pendingProduct Planning — primary view
What it does
- Per-SKU weekly demand forecast, decomposed and overridable
- Promos and planned ad spend as forward demand signals
- Subscription cohort modeling — retained base vs acquisition
- Seasonality fitted from history, not assumed
- Inventory projected forward across stock pools
- Purchase-order recommendations that respect lead times, MOQs, case packs, and blackouts
Why it beats a standalone tool
Every other inventory forecaster reads trailing velocity and is blind to the ad plan. aOS already holds the ad accounts and the planned spend — because you’re the agency turning the dial. We know the spike is coming before it lands.