Abstract: Artificial intelligence is fundamentally reshaping the work architecture of organizations, yet most HR functions remain anchored to single-dimensional workforce planning models. Traditional role-based frameworks fail to capture how work flows across boundaries, while purely skills-based approaches obscure accountability and structural design requirements. This article proposes a hybrid stack framework integrating five complementary lenses—workflows, tasks, skills, teams, and structure—to guide systematic work redesign in the AI era. Drawing on organizational design research, labor economics, and implementation cases across healthcare, financial services, and manufacturing, we demonstrate how leading organizations are moving beyond false dichotomies to build coherent operating models that blend automation, human capability, and structural governance. The hybrid stack approach offers Chief Human Resources Officers a practical architecture for navigating AI transformation while maintaining organizational coherence, employee mobility, and sustainable value creation.
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