CTOs’ Confidence in AI Scaling Falls from 82 to 48 Percent14. July 2026AI ModelsAs AI technology matures, enterprise-wide scaling is increasingly hindered by organizational gaps, insufficient management expertise, and low employee adoption—not technical limitations. Share on: