Vidyut Jha

Penetration testing has long served one essential purpose in cybersecurity: revealing what actually happens when a determined attacker targets a live system. For decades, this process relied on time-boxed engagements where ethical hackers probed networks, applications, and infrastructure to uncover exploitable weaknesses. That traditional model was built for a different technological era—one where environments were … Read more

Artificial intelligence is entering a new phase inside large enterprises. For much of the past decade, corporate AI adoption centred on tools that could assist employees—answering questions, summarising documents, or generating drafts. Today, a shift is underway. Some of the world’s largest companies are beginning to trial AI agents capable of executing real work inside … Read more

The rapid evolution of generative artificial intelligence is pushing enterprises beyond experimentation into full-scale deployment. While early AI agent prototypes demonstrated impressive capabilities, scaling them into production systems has exposed deep engineering challenges—particularly around reliability, cost, and maintainability. One architectural shift gaining attention among researchers and enterprise developers is the separation of workflow logic from … Read more

As artificial intelligence reshapes enterprise technology, a small group of global vendors are moving beyond experimentation and into real-world, production-scale deployment. Among them, Cisco stands out as one of the few technology leaders applying AI not only within customer solutions, but deeply across its own internal operations. Long known as the backbone of enterprise networking, … Read more

HM Revenue & Customs has selected SAP to modernise its core tax systems, placing artificial intelligence at the heart of how the UK manages revenue, compliance, and taxpayer services. The move reflects a broader shift in public-sector digital strategy — from layering AI on top of ageing systems to redesigning infrastructure that can support automation … Read more

Klarna is backing Google’s Universal Commerce Protocol (UCP) in a move that highlights a growing push to standardise how AI agents discover products, complete purchases, and handle payments across digital commerce ecosystems. As artificial intelligence agents increasingly take on roles once handled by humans — from recommending products to executing purchases — a fundamental challenge … Read more