80% of Fortune 500 companies adopt agentic AI but face critical gaps scaling from pilots to production

According to MIT Technology Review, despite 80% of Fortune 500 companies adopting agentic AI, organizations face uneven progress toward meaningful scale, with many still working through isolated pilots. A survey by Adaptavist of 2,500 knowledge workers found 65% "regularly feel nostalgic about how work operated before the widespread adoption of AI," citing overwhelm from learning new tools and unaddressed concerns about AI. Scaling agentic AI requires treating it as a cohesive system with agent access to data, knowledge, and backend system connections rather than layering AI onto outdated workflows.