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A morning on a forklift maintenance floor in Georgia revealed why the best service manuals are designed where the work happens, not at a desk. It was Hansem Global’s first direct engagement with a U.S. operations team — and a long-held principle confirmed in a new market. A Sentence That Stayed With Us “Right now, […]

AI translation quality is improving fast. But “improving” and “production-ready” are not the same thing. Any company that has actually run AI translation through a real project has hit a quality issue they didn’t see coming. This article walks through four of the most common places AI translation breaks down — and what it takes […]

At MODEX 2026 in Atlanta, AI didn’t just show up — it ran the floor. Watching it work raised a quieter question: when warehouse hazards stop being visible, where does technical documentation stand? These are notes from the floor — and the case for what documentation has to become. On the Floor Walking into the […]

Expectations around AI translation are running high, and for good reason. But once you start running real projects in production, a more nuanced picture emerges: AI translation transforms some workflows dramatically — and complicates others. The deciding factor usually comes down to two things: whether you have an existing translation memory (TM), and what kind […]

If store staff cannot explain a new product’s key features with confidence, even an outstanding product can lose momentum at the point of sale. If they cannot clearly articulate how it differs from competing products, the customer’s decision often comes down to price. Today, competition in the global tech market is no longer defined only […]

ChatGPT, Claude, Gemini—today’s large language models (LLMs) show impressive translation performance. But anyone who has tried using these models on real business documents tends to encounter the same issue: everyday sentences may look excellent, but quality becomes unstable as soon as industry-specific terminology appears. This is not a defect in AI. It is a structural […]

More companies are adopting AI translation. Yet when the same document is given to multiple translation providers, the difference in output quality is often greater than expected. If everyone says they use AI translation, why are the results so different? The reason is not the AI technology alone. Results vary depending on the conditions under […]

Sales materials become harder to manage when copywriting, design, video, localization, and distribution are handled separately. What matters is not who owns each step, but whether the entire process runs as one connected workflow. The quality, speed, and consistency of sales materials are ultimately determined by structure. A Familiar Cycle A new product launches in […]