Topic This thesis investigates how organizations can overcome major challenges in building AI capabilities by focusing on cross-functional collaboration. It specifically explores collaboration not within isolated teams, but across business units, functional areas, and hierarchical levels. This firm-level perspective reflects the real-world complexity of AI implementation in large organizations, where