Future-proofing retail requires an intelligence foundation

Retail decision-making increasingly connects customer signals, inventory movements, merchandising, procurement and supply-chain planning through shared intelligence and AI agents. The operational challenge is consistency across decisions: an assortment change should propagate into forecasts, supplier orders, inventory positions and allocation rules with defined ownership. Retail supply chain transformation therefore depends on synchronized data, governed workflows and accountable overrides.