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Reading Time: 4 minutesBusiness users want simple answers to apparently simple questions, such as “What counts as a customer, or revenue?” or “Which KPIs can I trust?” and it is up to the data professional, the data architect, or analytics leads, to create…
Reading Time: 5 minutesFor years, enterprise data architecture has relied on collecting, transforming, and replicating data across multiple systems to serve different analytical and operational needs. This approach has delivered value, but it has also introduced unwanted side effects, over time: unnecessarily duplicated…
Reading Time: 3 minutesSemantic models, logical data architectures, and why Denodo is the ideal companion for traditional AI, generative AI, and RAG Artificial intelligence has made extraordinary progress in recent years. From predictive models to generative systems capable of producing text, images, and…
Reading Time: 6 minutesWe live in an age in which everything seems predictable, calculated, and optimized; every choice, every action, leaves a digital trace, every behavior becomes data, and every desire is anticipated by an algorithm. This is a hyper-rational age, in which…
Reading Time: 3 minutesWhen organizations evaluate enterprise software, analyst reports and vendor briefings can provide valuable guidance, but there’s another perspective that is equally important: the voice of the customer. Understanding what real users say about how a product performs in production, how…
Reading Time: 4 minutesBy 2027, half of all business decisions will be made or augmented by AI agents. That’s not a sci-fi projection—it’s a Gartner prediction. But if you’ve ever asked ChatGPT a “why” question about your business, you already know the gap…
Reading Time: 4 minutesThe term “AI-ready data” has quickly become one of the most overused buzzwords in enterprise technology today. Every vendor claims to provide it — yet most organizations are left wondering: What does AI-ready data actually mean, and how do you…
Reading Time: 4 minutesIn the last few years, many companies that initially decided to implement cloud-first or cloud-only strategies in public cloud platforms are reconsidering their data strategies. An article by Denodo CTO Alberto Pan states that “By 2026, over 80% of organizations…
Reading Time: 3 minutesIf you’re not familiar with the Gartner Critical Capabilities reports, in my opinion, they provide a rigorous comparison of vendors across a set of (critical) capabilities, and they are meant to be read along with the Gartner® Magic Quadrant™ reports…
Reading Time: 5 minutes“If a lion could talk, we would not understand him.” The above quote is from Ludwig Wittgenstein, in his Philosophical Research, and he says this because understanding is never a matter of language but of conceptualization – of how we…
