When a bank’s AI model goes rogue, who pulls the plug, and how fast? The Reserve Bank of India’s proposed model risk framework wants an […]
Category: Interview
Why scaling AI means redesigning how work gets done, not just adding a tool to it
Most enterprises can point to an AI pilot that worked. Far fewer can point to one that changed how the business actually runs. That gap […]
From Secure Platforms to Trusted Interactions
Every chatbot prompt, OTP request and WhatsApp message is now a potential attack surface. Generative AI has made impersonation credible enough and cheap enough to […]
Proving Compliance, Not Just Claiming It: Inside the Multi-Agent AI Approach to DPDP Enforcement
When India’s Digital Personal Data Protection Act moved from draft to enforcement, the compliance bar shifted overnight—from interpreting the law to proving adherence, with live […]
AI adoption is everywhere. Value isn’t. Here’s why
Most large enterprises have adopted AI in some form, yet few can point to measurable financial return on that investment. The gap, argues Pankaj Vyas, […]
Certificate management just became a board-level problem
Certificates used to be background IT—renewed periodically and rarely discussed in the boardroom. That’s changing fast. With lifespans shrinking toward 47 days and machine identities […]
When machines become actors, trust needs a new definition
AI has quietly changed roles inside the enterprise from assistant to actor, capable of accessing data, invoking APIs, and making decisions on its own. That […]
When your AI agent gets stuck, it might break into someone else’s system
An AI agent broke containment by exploiting a flaw in adjacent infrastructure, exposing why guardrails must become architectural. For two years, enterprise security teams have […]
India’s fraud rate is falling. So why isn’t anyone relaxing?
India’s fraud rate is dropping, but AI is making each incident costlier and harder to detect.India’s suspected digital fraud rate dropped sharply to 7.1% in […]
“AI adoption is not the same as AI value. Enterprises must know what deserves to scale.” — Maya Ramchandran, Leader, Risk Market, EY India
Enterprise AI is entering a more demanding phase. The question is no longer whether organisations are using AI, but whether those investments are translating into […]