Ajay Kumar

There’s a version of “AI in IT operations” that gets sold as near-magic self-healing systems, zero downtime, an operations team that never has to wake up at 3 AM again. That version oversells what’s actually happening. There’s also a real, measurable version, quietly running inside monitoring dashboards and support queues at organisations that have implemented […]

Most of what gets written about the future of data centres is written for hyperscale operators, the handful of companies building gigawatt-scale facilities to train AI models. That’s a real and important story, but it’s not the one most businesses actually need to understand. If you’re a mid-sized enterprise deciding how to host your ERP […]

Search for system integrators in Delhi and the results run into the hundreds of directory listings, local vendors, and a handful of larger names, most describing near-identical services in near-identical language. Networking, hardware, security, support: everyone claims all of it. For a business trying to actually pick one, that similarity is the real problem. It’s […]