The Hexaware white paper shows how AI-driven demand planning helps businesses manage uncertainty in complex supply chains. Traditional deterministic methods fail under rapid shifts, leading to waste, stock-outs, and lost revenue. AI and ML integrate internal and external data—such as POS, weather, social media, and demographics—while running simulations to optimize forecasting and automate decisions. A global fashion retailer improved forecast accuracy above 90%, cut inventory by 30%, reduced stock-outs to zero, and lifted margins 15%. Hexaware’s Predict Demand Planning combines demand sensing and shaping to align supply with real demand, reduce costs, improve sustainability, and boost profitability across omnichannel operations.

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