Winners won't just have AI models; they will combine technology, operational expertise, quality data, and strong governance into a robust decision system.
Cloud environments create constantly changing trust relationships, while identity sprawl creates an attack surface across permissions, systems, and connected services.
As cybersecurity vendors raise breach-protection commitments from $1 million to $3 million, cybersecurity leaders must look beyond the headline figure to the controls, exclusions and shared accountability behind the promise.
In the AI era, competitive advantage goes to enterprises that separate AI reality from marketing and build ecosystems where technology and human expertise create lasting value.