Ninety-six percent of IT professionals now utilize AI, according to a recent ZDNet study. The report highlights a critical shift toward validating AI outputs as a primary skill set. This transition reflects the struggle to implement agentic workflows reliably. Practitioners must now prioritize verification over generation to ensure enterprise-grade accuracy and system stability.