Retailers face margin pressure, demand volatility and omnichannel complexity. Agentic AI enables inventory optimisation, hyper-personalised offers and automated replenishment decisions. Brands leveraging predictive intelligence reportedly improve sell-through rates, basket size and reduce stock-outs alongside excess inventory costs.