Small fluctuations in customer demand can create significant ripple effects throughout the supply chain, particularly for semiconductors positioned at the end of this chain. The visibility that semiconductor companies have into their customers' actions is minimal, making it challenging for them to plan effectively. Despite efforts to improve this situation, the inherent uncertainty remains a critical factor in their operations.