The shift from Task Manager to System Architect PMs: orchestrating production AI and enterprise systems
In large organizations, AI initiatives often fail to scale when PMs remain task-focused. The move to production-grade AI systems requires a shift in leadership: from managing sprints to orchestrating end-to-end pipelines, governance, and business KPIs.