Decision frequency: 500-50,000 allocation decisions per company per day
Estimated annual value from AI-powered decision optimization.
How much revenue are you losing because your inventory is in the wrong channel at the wrong time?
The Problem Today
Siloed inventory systems mean stores, DCs, and e-commerce platforms do not share real-time visibility. Manual allocation rules do not adapt to demand shifts. Cross-channel fulfillment costs 20–40% more when inventory is mis-positioned. The reallocation cycle runs 24–72 hours – far too slow for modern omnichannel retail.
How It Works
Every inventory allocation solution is powered by a Decision Value Loop – a continuous cycle of five stages:
- Sense: Real-time inventory positions across all channels. POS and e-commerce sales velocity. Fulfillment cost models.
- Analyze: Predict demand by channel, location, and SKU. Calculate optimal inventory positioning.
- Decide: Recommend allocations that maximize revenue across channels. Enable “ship from store” when DC inventory is low.
- Act: Push allocation instructions to WMS/OMS. Trigger inter-store transfers when profitable.
- Learn: Track fill rates and lost sales by channel. Refine demand models and allocation rules.
Why Not Off-the-Shelf AI?
Omnichannel allocation requires real-time integration of store POS, DC WMS, e-commerce platform, and fulfillment cost models. Each retailer’s store network, DC footprint, and channel mix is unique. Generic allocation tools cannot account for the specific economics and constraints of your operation.
The metricsIQ Advantage
Our multi-system data integration expertise and Adaptive Ontology handle the complexity of unifying inventory data across channels. We have proven experience at retail scale – including global quick-service restaurant analytics across thousands of locations.