texlytics

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Publications

Publications

21/08/ 2026
AI Is Starting to Look Like Cryptocurrency

Remember when cryptocurrency meant Bitcoin? Then Ethereum came along. Before long, there were thousands of cryptocurrencies. Some had a clear purpose. Some filled a niche. Some disappeared almost as quickly as they appeared. I think artificial intelligence is following a similar path. Not because AI is another investment craze, but because it’s no longer one thing. A few years ago, “AI” was almost a single product in most people’s minds. Today, there are dozens of major models, each with different strengths. Building a custom AI agent for a…

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19/08/ 2026
Article VII — Our Commitments

The texlytics Charter A client places more than a project in our hands. They trust us with their business challenges, their resources, and their confidence in our judgment. That trust carries a responsibility, which is why every texlytics engagement is guided by commitments intended to be clear, measurable, and enduring. We Commit to Understanding First Before recommending a solution, we commit to understanding the organization behind the problem. That means learning about the business, its people, its processes, and the goals it is trying to achieve. Technology should…

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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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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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