Ideal Assortment module is to find ideal assortment for each store. It analyzes the non-liquidated sales at a store+month+attribute group+size level. This module is the brain of this merchandising system and most behind the scenes magic occurs here.
It churns out the following output:
For every month, for every store, what should be the revenue % of every attribute group, and within that attribute group what should be the revenue contribution of every size
This module also aggregates these values to a company level. Which means
For every month, at a company level, what should be the revenue % of every attribute group, and within that attribute group what should be the revenue contribution of every size.
The system cannot predict revenue for each store, but only the right % mix that should be there. This is because for most businesses, the revenue targets keep changing on a quarterly, yearly basis. This is because their business environment (market forces) and objectives (profitability, capex, opex etc.) also keep changing.
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