The Productivity Mirage: Why AI Gains Aren't Reaching The P&L

Three years into generative AI adoption, only a minority of companies report measurable profit gains from AI despite widespread productivity improvements. Studies show that most AI benefits remain unrealized at the enterprise level due to management and operational challenges. Key issues include failure to convert saved time into cost savings, lack of workflow redesign, and diffuse value from broad AI tool deployment.