Brick-and-mortar retail is where demand variability, operational constraints, and scale collide — all at once, every day. Supermind operates at product–store–day level, giving you precise control over availability without inflating stock.
Daily-level forecasting captures real shopping behaviour: weekday patterns, weekends, public holidays, and store-specific seasonality. Even new products and newly opened stores start with meaningful forecasts, built on aggregate demand patterns from across the chain.
Operational constraints built in, not bolted on
Physical retail brings constraints that planning tools cannot ignore. Supermind models store-specific closed days and ordering cut-offs, supplier delivery calendars and lead times, multiple packaging levels from consumer units to pallets, and both centralized and store-level ordering responsibilities.
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Demand is simulated forward day by day — combining forecasts with current stock, open orders, and known constraints — so replenishment recommendations are not only accurate, but executable.
Assortment management as a first-class capability
Retailers define central assortments for chains, regions, or store formats, while still allowing local managers to make controlled exceptions when needed. Supermind uses these rules directly to determine what should be ordered and where — eliminating ambiguity and manual overrides.
Seasonality and campaigns handled explicitly
Seasonal products are forecasted only within their defined seasons, preventing off-season noise from corrupting future demand signals. Campaigns are analyzed separately from baseline sales, so promotional volumes are planned with confidence and built on past performance.
Best fit for
Grocery & supermarket chains
Hardware & DIY retail
Specialty retail chains
Multi-format store networks
Centralized buying teams
