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DeepL for translation agencies: glossary-led MT drafts

DeepL Pro drafts agreed low-risk jobs using each client's glossary, and your linguists post-edit them. Two users from about $57£43€51A$83C$81 a month.

At a glance

  • What it costs$57£43€51A$83C$81 a month

  • Worth, in extra profit or time saved in the worked example$343£258€307A$495C$485 a month

  • Pays for itselfIn about a week

  • Sign up and configure; no technical skills neededEasy to set up

Figures come from the worked example below, using its stated assumptions. Tool prices checked . How we check prices

The problem

Some work, such as internal reports and gist translations, is agreed with the client as machine translation plus human post-editing, but many small agencies still translate it from scratch. At 8,000 words a month and 400 words an hour, that's 20 hours of in-house time on text that a good draft would speed up.

What the AI does

DeepL Pro translates text and documents and lets you set glossaries so a client's terms are always translated the same way. DeepL's page lists no data training on its plans, and its Team plan includes 5 glossaries and 20 file translations a month per user. For jobs the client has agreed can be machine translated, your linguist uploads the document with the client's glossary, then post-edits the draft fully before review and delivery.

A worked example

A translation agency in Bristol with 2 in-house linguists handles about 8,000 words a month of agreed post-editing work: internal reports and gist translations for 4 corporate clients. Both linguists use DeepL Team, with a glossary for each of those clients.

Before

8,000 words a month translated from scratch at 400 words an hour: 20 hours

After

8,000 words post-edited from DeepL drafts at about 700 words an hour: about 11.4 hours

What it's worth

About $343£258€307A$495C$485 a month in time saved: 8.6 hours (20 down to 11.4) at an assumed $40£30€36A$58C$56 an hour. DeepL Team is €24.99 (about $28£21€25A$40C$39) a user a month billed annually, so 2 users is about $57£43€51A$83C$81 with VAT included. Prices were shown in euros on DeepL's page; check the price in pounds at checkout.

How to set it up

  1. Agree in writing with each client which jobs may use machine translation with post-editing, and at what rate.
  2. Start DeepL's 30-day free trial on the Team plan for the linguists who post-edit.
  3. Build a glossary for each of those clients from their approved terms.
  4. Post-edit every draft fully, then have a second linguist review before delivery, as on any other job.
  5. Keep certified, legal, medical and marketing work out of this process unless the client asks for it and you're confident in the result.

What goes wrong

  • Machine translation without consent can breach your client contract. Get agreement before using it on a client's text.
  • Team includes 5 glossaries and 20 file translations a month per user. More clients or files needs Business at €49.99 (about $57£43€51A$83C$81) a user.
  • Fluent output can hide wrong meaning, a missing negative or a mistranslated number. Post-editing means reading every sentence against the source.
  • Keep personal data out unless your contract with DeepL and your client's terms allow it.

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Last updated October 17, 2026.