DoT Blog

  Logo Image Courtesy of Informatica When Informatica announced its Fall 2025 release of the Intelligent Data Management Cloud (IDMC) , it didn’t just add another version number to its long history of updates. It made a clear statement about where data management is headed and where Informatica intends to take it. The release, unveiled earlier this month, is packed with new features and previews, but the real story lies in its shift in purpose: from providing AI-ready data to enabling agent-ready enterprises. In other words, Informatica is not only managing data anymore; it’s preparing organizations for a world where AI systems act, not just analyze. From Data Management to “Agentic Enablement” Informatica’s new additions build around its CLAIRE engine , which now powers a collection of “CLAIRE Agents.” These range from Data Exploration Agents that let users query and navigate datasets through natural language to Data Quality Agents that automatically assess and fix issues witho...

Logo Image Courtesy of OpenAI When OpenAI announced its partnership with Broadcom to design custom AI chips, it felt like another line being drawn in the sand of the AI hardware race. For years, OpenAI has relied heavily on Nvidia ’s GPUs to power its models, along with more recent deals involving also AMD , but this new collaboration signals something different; it’s a step toward vertical integration, toward owning more of the stack, going from algorithms all the way down to silicon. Let’s think about the scale here: the plan is to eventually deploy ten gigawatts of custom accelerators. To put that in perspective, that’s the output of around ten nuclear reactors. The numbers aren’t just flashy; they tell us how OpenAI sees its future, one where AI models demand unprecedented amounts of computers and where renting time on someone else’s chips isn’t enough. And the logic makes sense; Nvidia may be the king of GPUs, but relying on one vendor for something as strategic as compu...

  Image by qimono (Pixabay) The worst enemy of life, freedom and the common decencies is total anarchy;  Their second worst enemy is total efficiency.  —Aldous Huxley The Illusion of Clarity Efficiency  is one of those golden buzzwords that seem to have universal appeal because, of course, everyone wants to be efficient . And yes, the word is today even more popular under the current political and economic conditions; such is the case, for example, for the newly created Department of Government Efficiency (DOGE) in the United States. Examples of the aim for efficiency are numerous: businesses strive for operational efficiency, developers aim for efficient code, manufacturers boast about lean production, and even the average person wants to manage their time efficiently. The term is so embedded in our daily language that today we rarely stop to ask ourselves, What does efficiency mean? For starters, most dictionaries will define efficiency as, for exampl...

Image by Tumisu (Pixabay)   A Practical Analysis of Economic Policy Shifts As someone who typically avoids political discussions, I feel compelled to address the significant implications of recent global trade developments for the technology and software sectors. This analysis aims to provide an objective view of potential impacts while inviting constructive dialogue on preparation strategies.   Current Situation Within the past week (as of April 3rd), the White House announced tariffs of at least 10% affecting all countries, with China promptly responding with countermeasures on all US goods. These developments signal what many analysts suggest is an escalating global tariff conflict that requires attention from technology industry stakeholders.   Key Effects on the Technology Industry   1. Supply Chain Disruptions and Cost Increases Industry analysts suggest the 34% tariff on Chinese goods and 32% on Taiwanese imports will significantly disrup...

  Image by Joshuamiranda (Pixabay) Over the past few years, working from home (WFH) has transformed from a fringe benefit for a lucky few to a widespread necessity during the global pandemic, and now to a contentious policy as many companies push for a return to the office. For many professionals, WFH unlocked new levels of productivity, flexibility, and work-life balance, while others struggled with isolation and burnout. As the world settles into its "new normal," a surprising trend has emerged: tech companies, once heralded as champions of remote work, are pulling back. Employees are being asked—or in some cases, forced—to return to the office. This article explores the benefits and drawbacks of remote work and examines the irony behind some tech companies' sudden change of heart. WFH: the Pros and the Cons Before diving into my opinion on the matter, let me outline some of the general pros and cons commonly discussed regarding WFH. The Pros Flexibility and Work-Life B...

  Image courtesy of OpenAI On January 23, 2025, OpenAI unveiled its Operator project , an advanced AI agent designed to autonomously perform tasks on the web, marking a significant milestone in artificial intelligence development and taking the company on a path to expand its offerings into the fast-growing market of AI agents. Understanding Operator Operator is a research preview of OpenAI's so-called Computer-Using Agent (CUA) model, which combines GPT-4o's vision capabilities along with advanced reasoning through reinforcement learning to interpret screenshots and interact with graphical user interfaces (GUIs)—the buttons, menus, and text fields people see on a computer screen—just as human users do. This capability allows Operator to automate various tasks—like filling out forms, booking travel, or even creating memes—by remotely interacting with a web browser as a person would, via mouse clicks, scrolling, and typing. Key Features and Capabilities The design of OpenAI’s ne...

With over 30 years in the software and technology industry — yep, I’m officially old — I’ve encountered all sorts of work situations. While most have been positive, some have been challenging. And often, the root of these issues wasn’t about software implementation but rather the way interactions unfolded between teams, particularly between managers and their subordinates. I appreciate how professional groups foster positivity and encouragement in the professional world — we’re all here to do our best, right? But let’s be real: conflicts happen, and mistakes are made — by all of us, me included. In this series (which could be two parts, three, or who knows, a hundred), I’ll be addressing some of the common issues I’ve observed in management. My goal isn’t to label anyone as a “good” or “bad” manager. Instead, I want to encourage reflection on certain practices we might adopt, often unknowingly, that don’t always serve our teams, ourselves, or our organizations in the best way. This is ...

Not long ago I had the opportunity to read a book from my long reading list. "Thank You for Being Late: An Optimist's Guide to Thriving in the Age of Accelerations"  is a book written by famous author and journalist Thomas L. Friedman and logically as you might know, a best-seller. Admitting I have a mild tendency to avoid best-sellers ―I’ve ran into some disappointments when reading them― I was a bit reluctant to its reading, especially because this was, according to the back cover, close to things I’m familiar with being an industry analyst and consultant in the technology market. Yeap, a typical case of “why should I read it if I know what it’s about.” I was wrong, right from the first pages the book was engaging, entertaining and yet, quite insightful. The book guides you nicely through the recent and profound evolution of information technology in nice and fluent way. Full of information from extensive interviews and clear narrative ―essential I think for a ...