Stock optimization within the supply chain involves balancing inventory levels to meet customer demand while minimizing holding costs. It entails accurately forecasting demand, synchronizing inventory across multiple locations, and implementing inventory control measures. By optimizing stock levels, businesses can improve order fulfillment, reduce stockouts, and enhance overall supply chain performance.