Why most AI initiatives in customer operations fail – And what it really takes to make them work

Every Customer Operations leader I meet today is running an AI pilot. In leadership meetings, use…

The Next Wave of Enterprise AI: Turning Workforce Data into Business Decisions

Gartner expects worldwide AI spending to reach $2.59 trillion in 2026, up 47% year over year.…

Engineering Independence: The Missing Layer in Banking Modernisation

Digital transformation has become a remarkably accommodating term. A new mobile application can qualify. So can…

The Governance Challenge of Agentic AI: Innovation Without Losing Control

In July 2025, an AI coding agent deleted a live production database. The database belonged to…

Causal AI: The Next Frontier Beyond Generative AI

Ask any CIO how long it took to get their most recent generative AI budget approved,…

India Doesn’t Need More AI Pilots; It Needs an AI Execution Layer

Artificial intelligence has moved beyond experimentation. Across Indian boardrooms, AI is now a strategic priority, reshaping…

Why Data Governance Is Becoming a Boardroom-Level Priority in the AI Era

For most of its history, data governance lived several floors below the boardroom, filed somewhere between…

When AI starts manipulating trust: A risk for Indian organizations 

What if the next major security breach in your organization does not begin with malicious code,…

From AI pilots to production: Making the economics work at scale

An AI pilot can be deceptively economical. It serves a limited group of users, handles a…

Beyond vulnerability scanners: The future of autonomous penetration testing

Why vulnerability assessment is broken For years we have measured security progress by how many vulnerabilities…