How Companies Can Escape AI's Disappointment Trap

Many companies are experiencing AI's 'valley of despair,' where accelerated individual tasks fail to improve overall business performance, a phenomenon explained by Amdahl's Law. A Forrester study found only 15% of AI decision-makers saw EBITDA growth, and fewer than one-third could link AI to bottom-line changes. The solution is not deploying AI onto existing processes but reengineering how work actually happens. Companies should tie every AI initiative to measurable revenue, efficiency, or risk outcomes, design pilots for real production conditions, and track cost per outcome rather than pre-deployment averages. Expect firm ROI data within six months.