Finally, we examine whether OEMs should prioritize the development of AI-ready and analytics-driven data models from the outset to support long-term lifecycle services. Additionally, it assesses the current adoption landscape of the Module Type Package (MTP) standard, identifying the primary hurdles to widespread implementation. The discussion addresses the fundamental tension between the industry's need for operational flexibility and the rigorous constraints of regulatory validation.