Aps, Erp, Plm, Connected Twins, GenAI, Network Optimization, Ai, Agentic Decision-Support Frameworks, Product Lifecycle Visibility, Concept-to-Service Integration, AI Copilots, Capacity Planning, Operational Risk Assessment, Inventory Strategies, Simulation, Digital Thread, Mes, Scenario Modelling, Disruption Analysis, CRM, process architecture, Future-state Workflow Design