texlytics

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Publications

Publications

14/08/ 2026
Why Most AI Assistants Fail on Company Data (And It Isn’t the AI)

Every AI demo starts with the model. Every successful AI deployment I’ve worked on eventually becomes a data project. That wasn’t obvious to me at first. Like a lot of people, I started by building a Microsoft Copilot Studio agent and pointing it at our business documentation. It didn’t take long before I had something that looked impressive. Ask it a question, get an answer. It felt like one of those moments where you think, “This is going to change how people work.” Then we let real users…

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Origo by texlytics connects separate business systems to create one connected business. Origo by texlytics connects separate business systems to create one connected business.
13/08/ 2026
Connect Business Systems

Your business systems were never meant to work alone. The answer isn’t always replacing them or adding another platform. Origo by texlytics is being built to connect the systems you already depend on, creating one connected understanding of your business. The countdown continues.

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12/08/ 2026
Article VI — Foundational Principles

The texlytics Charter Series The Principles That Guide Our Decisions Every recommendation begins with a decision, and every decision should be grounded in a principle. At texlytics, our principles are not marketing statements or suggestions we follow only when circumstances are convenient. They are the standards we return to when choices are difficult, technologies are competing, or the correct path is not immediately clear. Together, these six principles define how we approach every client, recommendation, and Intelligence System we design. Principle 1: Understanding Is the Product Technology is…

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07/08/ 2026
Your Warehouse Is the Index the API Won’t Give You

A pull I had run cleanly for months started dying. Same endpoint, same code, same credentials. It would page through tens of thousands of AP registered invoices and then, somewhere north of 19,000 records, fall over. The frustrating part was the consistency. It did not fail randomly. It failed at the same place every time. That consistency turned out to be the whole story. By the time I was done, the ceiling had moved on me twice, and the most dangerous version of the failure was the one…

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05/08/ 2026
Article V — Human Intelligence and texlytics Intelligence Systems

The texlytics Charter Series The Multiplication Principle Artificial intelligence is changing the way organizations work. Too often, however, the conversation begins with the wrong question. “How can AI replace this person?” At texlytics, we believe there’s a better question. “How can AI multiply this person’s impact?” People possess qualities that technology cannot replicate. Intelligence Systems possess strengths that people cannot match. The future isn’t choosing one over the other. The future is designing systems where each contributes what it does best. Our Guiding Question Before recommending any Intelligence…

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31/07/ 2026
Don’t Buy Technology. Solve Problems.

A recent conversation on LinkedIn with Enterprise Systems & Data Architect Iosiv Popescu inspired this article. During a discussion about data migrations, he made an observation that stayed with me long after the conversation ended: “The business meaning never changed; only the source did.” The more I thought about that statement, the more I realized it applies to far more than data architecture. It applies to the way many organizations approach technology itself. For years, I’ve watched companies begin major initiatives by talking almost exclusively about software. The…

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