Mandar Patil Executive Vice President, Cyble
“Attackers have adopted AI faster than most defenders. It now takes minutes to generate convincing phishing in regional languages, clone an executive’s voice, or turn a newly disclosed vulnerability into a working exploit. The gap is not detection alone; it is the time between a signal appearing and someone acting on it. Our focus has been on closing that gap, using AI agents to correlate dark web chatter, exposed assets and threat data continuously, so analysts spend their time on decisions rather than sorting alerts.
On data protection, the warning signs usually appear outside the organisation before any internal tool flags them: employee credentials sold on a forum or a cloud storage bucket left open. With the DPDP Act raising accountability for personal data, and CERT-In’s six-hour reporting window, enterprises need to know about an incident early and be able to show what they did about it.
What enterprises tell us they struggle with is fragmentation. Intelligence sits in one tool, attack surface data in another, incident response with a third team. We bring these onto a single platform so context carries from detection to response. The test of any security investment should be measurable outcomes: how many exposures were found before attackers used them, how quickly malicious sites were taken down, how much faster teams responded. That is the standard we hold ourselves to.”
