Machine to Human Interaction: The “Last Mile” Problem Holding Enterprise AI Back

Enterprise AI discussions have shifted from model capabilities to how effectively AI systems integrate with human users and improve business outcomes. The key challenge is the 'last mile' problem, where AI's operational accountability, user trust, and consistent adoption determine real value. IBM faced shareholder pressure for more transparency on AI bias and governance, highlighting the focus on practical impact over raw capability.