Forbes: The AI Visibility Gap Driving The Rise Of AI Ops
As enterprises race to scale AI, observability and operational control are emerging as critical requirements for managing cost, risk and performance.
by Shanely Buckley via Forbes
Artificial intelligence (AI) has quickly become a boardroom mandate. Across industries, CEOs are pushing their organizations to deploy AI faster, scale AI initiatives more aggressively and embed AI into every corner of the business. The pace of adoption is extraordinary. But beneath the excitement lies a growing reality that many business leaders are only beginning to confront: AI adoption is accelerating faster than their ability to see, understand and govern how these systems are operating.
Why Visibility Matters In The AI Era
The urgency of that visibility is growing as AI accelerates both innovation and cyber risk. AI tools like Mythos and ChatGPT 5.5 Cyber can automate tasks that once required weeks of manual effort, helping identify vulnerabilities and analyze attack paths at remarkable speed. The same advances are also lowering the barrier for bad actors, enabling faster reconnaissance and more sophisticated attacks.