Lifecycle Management

AI-Driven Product Portfolio Management 

• Strategic Product Portfolio Planning: Utilizing AI and Big Data to strategically align product portfolio lifecycles with their component lifecycles, thereby avoiding excessive end-of-lifecycle product care costs and opportunity costs ranging from $10M to $100M.

• Obsolescence Management Planning: Establishing and executing a structured supplier engagement plan to prevent and mitigate obsolescence, enabling early discussions on planned component discontinuations.