Inside the framework
Persona-led catalogue design principles
Provisioning and direct-to-user delivery logic
Hub-based execution and buffer stock methodology
Forecasting discipline to reduce emergency shipments
Governance design for global versus local decision rights
Lifecycle KPIs and DEX measurement
Continuous improvement loops built around data