Proposals & enablement
Review AI-translated B2B sales content before release
Check translated collateral for preserved approved claims, numbers, limitations and next steps with a qualified language reviewer.
Fluent translated copy still needs a source-to-draft review.
Editorial workflow guide · AI-assisted preparation · Not a hands-on product test. How we work
Prepare an approved source and terminology sheet
Select the exact approved sales document and identify its intended market, audience and language. Keep the original version fixed while the translation is reviewed. Supply a short glossary for product names, feature terms and words that must remain unchanged. Remove unnecessary private customer details before using a translation tool in your permitted environment.
Microsoft’s writing guidance recommends clear sentence structures and consistent terminology for material that may be translated. Apply that preparation to the source before generating another language. If an English claim is ambiguous, ask the content owner to resolve it first; a translation cannot reliably fix an unresolved commercial promise.
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Ask for a comparison report as well as a draft
Assign stable paragraph or slide IDs. Ask AI to return the translated text with an issue table showing source ID, numerical values, qualifiers, glossary term and uncertainty. Preserve not included, optional and subject to approval language instead of making the offer sound simpler by removing limits. Do not ask for creative localization of prices or contractual terms.
For a fictional software proposal, the source may say that a connector is optional and available in a named edition. A polished translation that describes it as included changes the offer. Flag that discrepancy even if the sentence sounds natural. Also check decimal separators, dates, currencies and units against the approved source and target-market conventions; never convert amounts without an approved instruction.
Use a qualified reviewer for meaning and presentation
A reviewer who understands the language and sales context should compare the draft with the source. Machine back-translation can help surface questions but is not independent proof of accuracy. Keep product, legal and commercial specialists responsible for their respective claims when the wording affects commitments. Record the accepted translation version and unresolved passages.
Inspect the actual delivered format after layout: longer headings, broken lines, unreadable footnotes and text embedded in images can hide limitations. Confirm the approved links and next action still make sense for that audience. Preserve the source-to-translation map so later English revisions can be routed for review. This is a controlled content workflow, not a claim that AI can certify a translation or that one review guarantees every market requirement is met.
Review checklist
- Freeze the approved source and target locale.
- Provide consistent terms and protected product names.
- Check every number, qualifier and exclusion.
- Have a qualified language reviewer inspect meaning.
- Review the rendered document and revision history.
Source context and limits
Microsoft supports clear source writing and linguistic/contextual review. The paragraph comparison and sales release checklist are our editorial adaptation, not a certified translation process or a tested language-product integration.
A prompt to adapt
Compare this approved source with this translated sales draft using the supplied glossary and locale. Return paragraph ID, changed meaning, missing qualifiers, numbers/units, terminology issues and reviewer questions. Do not invent local prices or terms. Flag uncertainty rather than certifying accuracy.
Use fictional or anonymized examples while testing. Add your approved business rules before using a draft.Source documents
Primary sources support the references above. These workflows are editorial suggestions; confirm current product availability, pricing, permissions, and integration details directly.
Questions or corrections?
See our editorial policy for how we distinguish workflow suggestions, vendor statements, and tested results.