Machine draft plus glossary plus human QA

Use a machine translation draft with a glossary, then run a separate AI QA pass that flags issues without rewriting blindly.

Tool

DeepL -> Claude.ai QA

Open tool

Best for

Communication

DeepL plan + free AI

Setup

1 hrs

One-time setup estimate

Workflow

1Collect the source material for "Create AI-assisted first-pass translations" before opening the tool.
2Run the starter prompt in DeepL -> Claude.ai QA and paste in the real context.
3Review the output for accuracy, tone, names, numbers, and policy-sensitive details.
4Save the improved prompt or checklist so the next run takes less time.

Inputs you need

- Translator / Interpreter
- Create AI-assisted first-pass translations
- Examples, notes, files, or customer context for this task
- Your preferred tone, constraints, and final format

Expected output

- Machine draft plus glossary plus human QA
- A usable draft or workflow for create ai-assisted first-pass translations
- A repeatable prompt you can improve after each run

Ready-to-copy asset

Starter prompt

Review this machine translation against the source.
Source: [PASTE]
Draft translation: [PASTE]
Glossary: [PASTE]
Return: meaning errors, omissions, terminology mismatches, tone issues, formatting issues, and suggested fixes with explanations.

Caveats

- Do a human review before sending, publishing, filing, or making a decision.
- Verify numbers, names, claims, citations, and compliance-sensitive details.
- AI drafts. You decide. Final responsibility is yours.

Measurable value

2.1 hrs saved per run

Before: 3 hrs. After: 55 min.

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