Everything on Organizational Readiness

AI readiness is polarized. While 60% of leaders report clear AI policies, 26% lack them, and data quality issues are widespread across the industry.

Impact: Organizations with weak foundations will see AI amplify existing problems. Leaders must establish clear AI policies, governance, and data standards before scaling AI initiatives.

— from 2026 Engineering Benchmark: AI Adoption vs. Impact Gap · Dev Interrupted· Mar 24, 2026