Management Training and Consulting

For years, digital transformation has strengthened headquarters and reporting, while frontline employees remained constrained by slow tools and limited decision authority. Yet real value creation happens where work meets reality — in production, service, and interaction. This article explains how AI can support frontline judgment and shift the manager’s role from gatekeeper to architect of autonomy.