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AI technical translation: glossaries, units and specialist review

2 min reading
Editorial illustration: AI technical translation: glossaries, units and specialist review

Plan AI-assisted technical translation with approved glossaries, preserved units, linked revisions and specialist validation before publication.

Translating procedures is more than replacing words. A misunderstood component name, measurement unit or warning can change how the person performing the work understands the instruction.

The design to commission

Start with the company's approved glossary and identify the original revision. The workflow should keep numbers, units, component codes and figure references traceable to source text. Do not ask the model to convert measurements or soften warnings without explicitly authorized rules. Separate preliminary translation, language review and validation by a professional familiar with the procedure. Conventional specialist translation may suffice for a few stable documents. Assisted software becomes relevant through recurring volume, revision management and terminology maintenance. Define handling for terms absent from the glossary: escalating uncertainty is better than producing confident but incorrect equivalents. AI does not replace safety validation or make translations officially certified. Also establish which translated versions remain publishable when the original changes, so users do not receive an obsolete instruction simply because its language version looks complete.

Supplier criteria

  • Connect source revisions to every language version.
  • Retain units and codes until authorized review.
  • Route ambiguous terms to the accountable specialist.

Acceptance with an exception

For hypothetical acceptance, a component has two possible names and a measurement uses an unfamiliar unit. The system should retain the code, flag uncertainty and preserve the warning's meaning.

Reference for assessing scope

NIST AI risk management

Prepare your project with Quantum9

Share an anonymized procedure, glossary and current review process with Quantum9. We assess where preparation can be automated while retaining necessary technical validation.

AI for business processes · Map your business priority

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