deep translate

Case study · Media

RTL Lëtzebuerg: from one language to four, on the same day.

RTL Lëtzebuerg uses DeepTranslate to subtitle De Journal, its flagship daily news, in Luxembourgish, French, German and English, published on RTL Play the same day. Before, the programme had no subtitles at all. Italian and Portuguese are now in pilot.

RTL Lëtzebuerg

Last updated 19 October 2026

What changed for RTL Lëtzebuerg?

0 → 4

subtitle languages on every episode: LB, FR, DE, EN

Same day

from broadcast to subtitled episode on RTL Play

+2

languages in pilot at RTL's request: Italian and Portuguese

Days

to integrate into RTL's production workflow

Luxembourg in numbers

A small country with a large multilingual audience. Most of it could not follow the flagship news.

337,600

people reached by RTL every day across TV, radio and online

79.9%

of residents reached by RTL every week

46.6%

of residents are not Luxembourgish

Sources: IP Luxembourg / ILRES, TRAIL 2026-I; STATEC, population on 1 January 2026; STATEC, Census 2021, linguistic diversity; STATEC, Luxembourg in Figures 2025.

Why did RTL need subtitles in four languages?

Luxembourg runs on several languages. Nearly half of its residents are not Luxembourgish, yet De Journal aired only in Luxembourgish, without subtitles.

No vendor or in-house team could subtitle a daily news programme into four languages by hand. Manual subtitling takes days per language, and the news is old by then.

Generic engines were no answer either. They handle Luxembourgish poorly, and a wrong subtitle on the news is worse than none.

How does the workflow at RTL work?

  1. 01

    Learn the workflow

    We mapped how De Journal is produced and where subtitles fit before writing a line of code.

  2. 02

    Build the glossaries

    One glossary per language pair, built from RTL's own files: names, places, institutions, programme terms.

  3. 03

    Add a QA agent for Luxembourgish

    Every segment is scored against the source. Weak segments go back through the engine before anyone sees them.

  4. 04

    Keep editors in the loop

    RTL's editors review the output and their fixes flow back into the engine and the glossaries.

  5. 05

    Publish automatically

    Subtitles land in RTL's workflow and go out on RTL Play the same day as the broadcast.

Timeline

  1. Spring 2026

    Pilot starts

    Glossaries, QA agent and first episodes in French, German and English.

  2. Summer 2026

    Daily production

    Four subtitle languages on every episode of De Journal.

  3. July 2026

    Portuguese added

    RTL adds Portuguese for the large share of its audience that speaks it at home.

  4. Now

    Italian in pilot

    Italian and Portuguese run in pilot alongside the four live languages.

What is next for RTL?

Moving Italian and Portuguese from pilot into daily production.

Real-time caption translation, so live programmes can be followed in other languages while they air. This is in development.

Frequently asked questions

How does RTL Lëtzebuerg use DeepTranslate?

RTL Lëtzebuerg uses DeepTranslate to subtitle De Journal, its flagship daily news, in Luxembourgish, French, German and English on the day of broadcast. Italian and Portuguese are in pilot.

How long did integration take?

Days, according to David Gloesener, Head of Platforms and Products at RTL Lëtzebuerg.

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