Devin quantifies its value with case studies (8-12x efficiency gains, 20x cost savings for Nubank). Cursor shows adoption metrics (80% of best builders at YC, 40,000 NVIDIA engineers). Factory.ai highlights EY's 5,000 engineer deployment. SaaS Factory tracks agent job token usage and credit consumption, but there's no dashboard showing the ROI story: features shipped per week, hours saved vs. manual development, value delivered per credit spent, pipeline success rate trends, etc. The observability-stat-card.tsx and fleet-observability.tsx components exist but focus on technical health, not business value. Enterprise buyers need to justify the spend; a ROI calculator and value dashboard would be a critical sales tool.