This is where the App Learning angle becomes concrete. A platform positioned as capability infrastructure is materially different from a generic LMS. It supports role-based pathways, faster activation, evidence of readiness, and tighter connection between business change and workforce change. That aligns much better with the economic logic now shaping policy.

