As AI Raises The Stakes, App Modernization And Security Are Becoming Inseparable
Help Net Security, Friday, January 16th, 2026
Security leaders are under pressure to support AI programs that move from pilots into production.
New Cloudflare research suggests that success depends less on experimentation and more on disciplined application modernization tied closely to security strategy. The survey examines how application architecture, decision structures, and security alignment affect AI readiness at scale.