AI ROI
AI Results Not Visible Outside Tech? The Measurable Value Vibe Coding Is Missing
The reason AI performance is not visible outside the tech sector is a lack of measurement and workflow integration. We outline instrumentation, A/B testing, and domain collaboration strategies to connect vibe coding features to ROI rather than demos.