A common challenge faced by e-commerce businesses is managing inventory effectively amidst fluctuating demand. Retailers must balance stock levels to prevent overstocking or stockouts, which can negatively impact sales and customer satisfaction. Additionally, e-commerce businesses need to adapt to changing consumer preferences and market trends. Failure to optimize inventory management can lead to increased operational costs and lost sales opportunities. Implementing advanced analytics and inventory management systems is crucial for addressing these challenges.