Current Landscape – The Assistive Phase Over the last 3–4 years, most organizations have actively adopted Generative AI. We’ve seen it across: chatbots and virtual assistants content and asset creation test case generation and automation support documentation, knowledge access, and internal productivity These have delivered real gains - faster execution, lower effort, and better access to information. But in most cases, the role of AI has remained assistive. You ask a questio

No conversation or conference happens today without AI - assistants, agents, autonomous systems. Most of it focuses on capability. What can AI do? How far can it go? Technology has always evolved, what really changes is how we as leaders, understand it and decide where and how to use it. Trying to put this in a simple way. At one end, you have automation - systems that act on predefined rules. Then come AI assistants - they respond, but within a defined context. Then agen

Sharing my views after spending three days at an international technology conference. These days, no tech conference happens without AI and the energy around it is extraordinary. Sessions are packed, booths everywhere, and new tools, platforms, and demonstrations at every corner. Which is exciting to see. It shows how quickly the ecosystem is moving. But somewhere between the demos, architectures, and explanations, I noticed something interesting. The conversations often beco

There are moments in life that pull you back to your roots, simple places, familiar rhythms, and everyday scenes that remind you what truly matters. And some moments stay with us. One such moment came to me recently at a village fair. I noticed two women standing together, simply taking in the view of the horizon. No rush. No noise. Just a pause in their day - steady, effortless, and honest. And that moment made me reflect. In today’s tech world with digital urgency, and fas

What happens when your team becomes self-sufficient-able to learn, lead, and move without you? It’s a surprising point of reflection for...

Most conversations on AI today are centred around capability, what it can do, how quickly it can generate outputs, and how widely it can be applied across functions. While these conversations are useful, they are not where the real shift is happening. What becomes visible very quickly in practice is something more fundamental. Over the last few years, organisations have invested heavily in adopting AI, across support, engineering, content, and operations. These efforts have d