Agentic AI promises autonomous decisioning but teams often face integration complexity, data silos, trust gaps, and unclear ROI signals. Overcoming these challenges reportedly requires robust data governance, explainable models, incremental automation strategies, and alignment with business objectives, enabling organisations to unlock autonomous workflows without compromising reliability.