According to MarketScale, 60% of agentic AI implementation costs are attributed to response refinement, with the majority of enterprises exceeding their allocated budgets for these systems. The report suggests that organizations are facing significant financial challenges in deploying and maintaining agentic AI solutions beyond initial projections.