AI translation of a SCORM package is fast enough to be dangerous. A complete HTML pass can look finished in minutes. Then a learner hits a quiz button that still says Submit, a screenshot that still shows English UI, or a translated string so long it overflows the layout and covers the Next control.
Those failures are not model failures. They are workflow failures. E-learning is not a document. It is a constrained UI with tracking, media, and terminology that must stay consistent across screens.
Where raw MT actually breaks courses
- Chrome and buttons. Short labels expand in German or Finnish and collide with hit targets.
- Quiz feedback and error states. A slightly wrong translation here looks like a content bug, not a language bug.
- Untranslated media. Images with baked-in text, narration, and video still teach the source language.
- Glossary drift. The same term rendered three ways in one module trains nobody.
- Driver and runtime files. Rewriting SCORM API pages is how tracking dies even when the content looks translated.
A publish-without-review pipeline will hit several of these on the first real course. The cost shows up in support tickets and in LMS completion rates, not in the translation word count.
Review is the product
The useful version of AI translation is a first draft with a review queue. Someone who knows the course — an instructional designer, a reviewer in the target language, or both — should be able to open every string, edit it, and request a teammate to look at the rest.
That is why SCORM Packager stops at review instead of jumping to download. You can edit entries, keep source terms, and accept only when the package is actually shippable. Media localization is a separate step for the same reason: text translation cannot fix a screenshot.
A checklist before you accept
- Scan buttons, navigation, and quiz chrome before body copy
- Confirm product names, legal entities, and glossary terms are consistent
- Replace images that contain source-language UI or captions
- Replace or dub audio and video that learners will hear as the course voice
- Spot-check the export in the LMS, not only in a desktop unzip
AI gets you a translated package quickly. Review is how you get a course people can finish. If you skip it, you did not localize the training. You shipped a draft into production.