AI-native, continuous, and quantifiable: A new operating model for cyber risk
In today’s high-stakes threat environment, visibility isn’t enough. Cybersecurity leaders need to connect vulnerabilities to real business impact, and do it continuously, not quarterly.
In this exclusive Q3 2025 interview with TAG Cyber, Gaurav Banga, CEO of Balbix, outlines what it takes to move from visibility to action. He shares how AI, automation, and cyber risk quantification (CRQ) are redefining the role of the CISO, and why traditional security stacks can’t keep up.
Whether you’re navigating complex environments or facing boardroom scrutiny, this conversation delivers clear insight into what’s next.
“The cybersecurity stack is flooded with tools that create noise. What’s missing is a way to translate all that telemetry into a prioritized list of risks you can act on – with confidence.”
— Gaurav Banga, TAG Cyber Q3 2025
