Artificial intelligence is entering a new phase. For the past decade, enterprises have focused primarily on predictive analytics and automation — using machine learning models to classify data, detect patterns and improve decision making. Today, a new paradigm is emerging: Agentic AI, systems capable of autonomously executing tasks and coordinating complex workflows. Yet despite the…
Microsoft CEO Satya Nadella raised some eyebrows recently when he predicted that traditional business applications will “collapse” in the agentic AI era. Investor concerns that agentic AI could disrupt the enterprise software market came to a head in early February when Anthropic’s release of Cowork — a clear shot across the bow at Microsoft Copilot…
Revenue dips. Latency spikes. Alerts fire. The dashboards look fine – until they don’t Slack explodes. Ten engineers become 20. Queries multiply. Everyone starts scanning raw event data at once. And then the system starts to buckle. Right when you need it most. Over the past decade, I’ve worked on large-scale, real-time analytics systems for…
Effective leaders motivate employees. But what exactly does that mean? According to your generic internet dictionary, motivate (v) means to give (someone) a reason for doing something. That isn’t a bad definition as these things go, but it’s too transactional to be satisfactory. If you as CIO are trying to motivate an employee, you probably…
In recent years, the business environment surrounding companies has been changing at an unprecedented pace. Since the November 2022 launch of ChatGPT, generative AI has begun permeating companies and society at a staggering pace, foreshadowing a future AI industrial revolution. At our company, too, driven by a sense of crisis that our previous IT strategy…
A private medical school in the Northeast United States is at the forefront of groundbreaking life sciences and biomedical research. The college is home to over 2,000 faculty members and more than 1,000 researchers and students tackling critical challenges in areas such as epigenetics, disease identification, image processing, and more—driving advancements in medical treatment. This…
Featuring two of Shell’s technology partners, Penguin Solutions and AMD, Shell hosted an event at the Skybox Houston One facility in Katy, Texas, last November, where guests were able to explore cutting-edge technologies in action within Shell IT’s new high-performance computing (HPC) cluster. Shell IT’s goal of boosting HPC capabilities while simultaneously transforming system efficiency…
When Korea’s Ministry of Science and Technology committed to building one of the world’s most advanced sovereign AI infrastructures, it partnered with SK Telecom (SKT), one of the country’s largest tech conglomerates. The mission was clear: enable Korea to build, house, and support AI innovation fully within its borders. The result is “Haein,” one of…
More than 40% of large-scale enterprises actively use AI, and another 40% are exploring their AI options. According to recent survey data, however, challenges remain, with 38% of IT professionals citing a lack of technology infrastructure as their biggest barrier to AI success. In a recent Tech Disruptors podcast, host Woo Jin Ho sat down with Penguin…
The boardroom conversation around AI has shifted from “what is possible” to “what is profitable.” For the modern CIO, the pressure to deliver measurable ROI is compounded by a sobering reality: the risk of a “winner-take-all” competitive shift. Just as Amazon’s scalable architecture and Google’s ad platform became de-facto industry standards, the pioneers who successfully…