Sukhvinder Singh Gulati

At Aryaka, we have built our Threat Research Lab as a core engine of our security architecture. Led by Dr. Aditya K Sood, Ph.D, our lab dissects, anticipates, and actively counters real-world threats across the network edge and beyond. This is threat intelligence in action, applied directly to secure our customers’ environments. In our recent webinar, Aditya took viewers inside the Lab to explore how attackers are using AI-enhanced evasion techniques to bypass legacy controls. For most enterprises, the attack surface has outpaced the visibility. Cloud sprawl, shadow IT, and SaaS explosion are all happening faster than most security postures can adapt. We’ve integrated threat research with platform execution. Our findings don’t just go into reports, but they update policies, harden defenses, and shape how we build Secure Networking for the AI era. Security isn’t something you bolt on after you connect users. It has to be embedded from the start. That’s how we protect what matters across every application path. If you haven’t watched the session yet, it’s worth your time: https://lnkd.in/gcDGqg7h

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With AI adoption and deeper integration into enterprise products, the world moves toward being collectively intelligent. First movers will have a distinct advantage. Fully backward-integrated AI companies are best positioned to win on economics.

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One line in this piece tends to surprise people, especially when it comes to system evaluation: “𝘐𝘧 𝘰𝘶𝘳 𝘣𝘦𝘯𝘤𝘩𝘮𝘢𝘳𝘬𝘴 𝘴𝘩𝘰𝘸 𝘮𝘰𝘳𝘦 𝘵𝘩𝘢𝘯 𝘢 50% 𝘴𝘶𝘤𝘤𝘦𝘴𝘴 𝘳𝘢𝘵𝘦, 𝘸𝘦’𝘳𝘦 𝘱𝘳𝘰𝘣𝘢𝘣𝘭𝘺 𝘯𝘰𝘵 𝘣𝘦𝘪𝘯𝘨 𝘢𝘮𝘣𝘪𝘵𝘪𝘰𝘶𝘴 𝘦𝘯𝘰𝘶𝘨𝘩.” That mindset grew out of many small failures and iterations. The point isn’t lowering the bar for quality. It’s raising the bar for how we measure systems and drive real improvements. This article reflects on that journey, from Flash Fill to today’s agentic systems, and why user flow, system evaluation, and human judgment matter in practice. Thanks to Anshika Mathews for capturing this so thoughtfully.

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Cultural change + measurable cost savings = growth. By moving workloads to @microsoft-azure with Azure VMware Solution, the department reduced costs, improved flexibility, and fostered a cultural shift toward innovation. Read this customer story to see how public sector organizations can achieve measurable savings while modernizing securely:

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Boards ask for assurance. CISOs respond with maturity. Maturity is often just the art of looking stable while drift continues. Risk doesn’t grow because systems fail. It grows when leadership refuses to make decisions irreversible. Dashboards comfort boards. Frameworks calm committees. Neither stops entropy. What’s called “risk management” today is often permission to postpone commitment. The most dangerous systems aren’t underfunded. They’re over-negotiated. A system doesn’t collapse when it’s attacked. It collapses when leadership keeps every option open long after one should have been closed. Control begins when hesitation is no longer allowed.

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Vianai Systems, Inc.'s badass CTO, Navin Budhiraja, doing his thing. Insightful interview on the technological, professional and societal implications of AI and the need for enterprise grade AI technology to truly drive business performance.

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re:Invent 2025. AWS introduces three new frontier agents - Kiro autonomous agent, AWS Security Agent, and AWS DevOps Agent - focused on transforming the software development lifecycle 🚀

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