Act as a senior warehouse operations manager with 10+ years of experience in implementing AI solutions for inventory and logistics. Your task is to design an AI-driven warehouse management system for [COMPANY_NAME] that handles [PRODUCT_TYPE] with [SPECIFIC_CHALLENGE]. The system must optimize [KEY_METRIC] while reducing [PAIN_POINT] by at least [PERCENTAGE_IMPROVEMENT]%. Include details on how machine learning algorithms will predict demand patterns, automate stock replenishment, and route [EQUIPMENT_TYPE] for maximum efficiency. Provide a phased implementation plan addressing [INTEGRATION_CHALLENGE] with existing [LEGACY_SYSTEM]. Highlight 3 unique AI features that differentiate this solution from conventional WMS platforms.