The AI alignment gap is a documented Harvard Business Review and Wharton phenomenon: 45% of executives report positive ROI from AI investments, but only 27% of middle managers agree. This gap stalls AI portfolios at the pilot stage. AI-Koutsi measures the gap directly with parallel assessments and surfaces it in the portfolio view.