How does an ai-powered inventory tool actually generate demand forecasts for small retailers?

An AI-powered inventory tool generates demand forecasts for small retailers by analysing historical sales by SKU, identifying recurring patterns (weekly cycles, seasonal spikes), and projecting forward demand based on current sell-through velocity. Swap's Inventory module makes this accessible for smaller retailers the models run on your data and surface actionable recommendations rather than requiring manual analysis.