{"id":12216,"date":"2025-12-12T09:48:52","date_gmt":"2025-12-12T09:48:52","guid":{"rendered":"https:\/\/www.oneword.de\/services\/professional-translation\/machine-translation\/"},"modified":"2026-08-12T07:36:51","modified_gmt":"2026-08-12T07:36:51","slug":"machine-translation","status":"publish","type":"page","link":"https:\/\/www.oneword.de\/en\/services\/professional-translation\/machine-translation\/","title":{"rendered":"Machine translation"},"content":{"rendered":"\n<div class=\"wp-block-nectar-blocks-row alignfull nectar-block nectar-blocks-row nectar-blocks-row__wrapper parent-block-block-udKxs6y0nA\" id=\"block-udKxs6y0nA\"><div class=\"nectar-blocks-row__inner is-contained-content parent-block-block-udKxs6y0nA\">\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block\" id=\"block-M2YylOWPgK\"><div class=\"nectar-blocks-column__inner nectar-blocks-column__content-wrap parent-block-block-M2YylOWPgK nectar-blocks-column__wrapper\">\n<div class=\"wp-block-nectar-blocks-flex-box nectar-block nectar-blocks-flex-box\" id=\"block-F1yMtwM3mW\"><div class=\"nectar-blocks-flex-box__wrapper parent-block-block-F1yMtwM3mW\"><div class=\"nectar__bg-layers parent-block-block-F1yMtwM3mW\"><div class=\"nectar__bg-layer nectar__bg-image lazy-load-bg\"><\/div><\/div><div class=\"nectar-blocks-flex-box__inner parent-block-block-F1yMtwM3mW\"><\/div><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block\" id=\"block-WpzC3GX4Ac\"><div class=\"nectar-blocks-column__inner nectar-blocks-column__content-wrap parent-block-block-WpzC3GX4Ac nectar-blocks-column__wrapper\">\n<div class=\"wp-block-nectar-blocks-flex-box nectar-block nectar-blocks-flex-box nectar-blocks-flex-box__inner nectar-blocks-flex-box__wrapper parent-block-block-Ed5vrlNbQF\" id=\"block-Ed5vrlNbQF\">\n<div class=\"wp-block-nectar-blocks-flex-box nectar-block nectar-blocks-flex-box nectar-blocks-flex-box__inner nectar-blocks-flex-box__wrapper parent-block-block-100v7bps0M\" id=\"block-100v7bps0M\">\n<h1 id=\"block-3XESC8Uhhz\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-label\">Machine translation (MT)<\/h1>\n\n\n\n<h2 id=\"block-YsF3NoDMYM\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-h1 has-text-highlight\">Machine translation &ndash; using it professionally.<\/h2>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-button nectar-blocks-button nectar-gt-ASwi5Tf10p\" id=\"block-cGDBDBdqSP\"><a href=\"https:\/\/www.oneword.de\/en\/contact\/\" class=\"nectar__link nectar-blocks-button__inner\"><span class=\"nectar-blocks-button__text\">Request a free consultation<\/span><\/a><\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-row alignfull nectar-block nectar-blocks-row nectar-blocks-row__wrapper parent-block-block-dVQIiaUjyu\" id=\"block-dVQIiaUjyu\"><div class=\"nectar-blocks-row__inner is-contained-content parent-block-block-dVQIiaUjyu\">\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block\" id=\"block-9kICBJfBVV\"><div class=\"nectar-blocks-column__inner nectar-blocks-column__content-wrap parent-block-block-9kICBJfBVV nectar-blocks-column__wrapper\">\n<div class=\"wp-block-nectar-blocks-flex-box nectar-block nectar-blocks-flex-box nectar-blocks-flex-box__inner nectar-blocks-flex-box__wrapper parent-block-block-cM8mspmVNQ\" id=\"block-cM8mspmVNQ\">\n<p id=\"block-WSY0YcpvMY\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\">If you&rsquo;re managing large volumes of text, multiple languages and short release cycles, it&rsquo;s not the first draft that counts, but the end result: terminologically consistent, technically accurate and ready for immediate use in your target language. This is precisely why we use machine translation as part of a controlled translation process &ndash; including a feasibility analysis, terminology integration and professional post-editing (oneMTPE).<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-button nectar-blocks-button nectar-gt-ASwi5Tf10p\" id=\"block-LFohzW9msj\"><a href=\"https:\/\/www.oneword.de\/en\/contact\/\" class=\"nectar__link nectar-blocks-button__inner\"><span class=\"nectar-blocks-button__text\">Request a free quote<\/span><\/a><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block\" id=\"block-J83Wy2okQn\"><div class=\"nectar-blocks-column__inner nectar-blocks-column__content-wrap parent-block-block-J83Wy2okQn nectar-blocks-column__wrapper\">\n<h3 id=\"block-DlVunYziN7\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-label\">Our certifications:<\/h3>\n\n\n\n<div class=\"wp-block-nectar-blocks-row nectar-block nectar-blocks-row nectar-blocks-row__inner nectar-blocks-row__wrapper parent-block-block-l3mdhjyGp9\" id=\"block-l3mdhjyGp9\">\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block\" id=\"block-WuKY8xH1Q9\"><div class=\"nectar-blocks-column__inner nectar-blocks-column__content-wrap parent-block-block-WuKY8xH1Q9 nectar-blocks-column__wrapper\">\n<div class=\"wp-block-nectar-blocks-row nectar-block nectar-blocks-row nectar-blocks-row__inner is-horizontal-phone is-horizontal-tablet nectar-blocks-row__wrapper parent-block-block-ihTET556BT\" id=\"block-ihTET556BT\">\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block\" id=\"block-PD3lGF2t5Q\"><div class=\"nectar-blocks-column__inner nectar-blocks-column__content-wrap parent-block-block-PD3lGF2t5Q nectar-blocks-column__wrapper\">\n<div class=\"wp-block-nectar-blocks-image nectar-blocks-image\" id=\"block-hGp0xE1izT\"><div class=\"nectar-blocks-image__inner\"><img loading=\"lazy\" decoding=\"async\" width=\"1185\" height=\"1182\" class=\"wp-image-2467\" src=\"https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/docConsult_Pruefzeichen_ISO_17100_DE_v01.png\" alt=\"\" title=\"docConsult_Pr\u00fcfzeichen_ISO_17100_DE_v01\" srcset=\"https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/docConsult_Pruefzeichen_ISO_17100_DE_v01.png 1185w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/docConsult_Pruefzeichen_ISO_17100_DE_v01-300x300.png 300w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/docConsult_Pruefzeichen_ISO_17100_DE_v01-1024x1021.png 1024w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/docConsult_Pruefzeichen_ISO_17100_DE_v01-150x150.png 150w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/docConsult_Pruefzeichen_ISO_17100_DE_v01-768x766.png 768w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/docConsult_Pruefzeichen_ISO_17100_DE_v01-200x200.png 200w\" sizes=\"auto, (max-width: 1185px) 100vw, 1185px\" \/><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block\" id=\"block-wbXZFiL24Q\"><div class=\"nectar-blocks-column__inner nectar-blocks-column__content-wrap parent-block-block-wbXZFiL24Q nectar-blocks-column__wrapper\">\n<div class=\"wp-block-nectar-blocks-image nectar-blocks-image\" id=\"block-TMwUSs9JOI\"><div class=\"nectar-blocks-image__inner\"><img loading=\"lazy\" decoding=\"async\" width=\"1185\" height=\"1182\" class=\"wp-image-2469\" src=\"https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/docConsult_Pruefzeichen_ISO_18587_DE_v01.png\" alt=\"\" title=\"docConsult_Pr\u00fcfzeichen_ISO_18587_DE_v01\" srcset=\"https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/docConsult_Pruefzeichen_ISO_18587_DE_v01.png 1185w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/docConsult_Pruefzeichen_ISO_18587_DE_v01-300x300.png 300w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/docConsult_Pruefzeichen_ISO_18587_DE_v01-1024x1021.png 1024w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/docConsult_Pruefzeichen_ISO_18587_DE_v01-150x150.png 150w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/docConsult_Pruefzeichen_ISO_18587_DE_v01-768x766.png 768w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/docConsult_Pruefzeichen_ISO_18587_DE_v01-200x200.png 200w\" sizes=\"auto, (max-width: 1185px) 100vw, 1185px\" \/><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block\" id=\"block-AMfwWH9NWl\"><div class=\"nectar-blocks-column__inner nectar-blocks-column__content-wrap parent-block-block-AMfwWH9NWl nectar-blocks-column__wrapper\">\n<div class=\"wp-block-nectar-blocks-image nectar-blocks-image\" id=\"block-pwsGXRZR4n\"><div class=\"nectar-blocks-image__inner\"><img loading=\"lazy\" decoding=\"async\" width=\"1177\" height=\"1172\" class=\"wp-image-2471\" src=\"https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/docConsult_Pruefzeichen_ISO_9001_DE_v01.png\" alt=\"\" title=\"docConsult_Pr\u00fcfzeichen_ISO_9001_DE_v01\" srcset=\"https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/docConsult_Pruefzeichen_ISO_9001_DE_v01.png 1177w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/docConsult_Pruefzeichen_ISO_9001_DE_v01-300x300.png 300w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/docConsult_Pruefzeichen_ISO_9001_DE_v01-1024x1020.png 1024w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/docConsult_Pruefzeichen_ISO_9001_DE_v01-150x150.png 150w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/docConsult_Pruefzeichen_ISO_9001_DE_v01-768x765.png 768w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/docConsult_Pruefzeichen_ISO_9001_DE_v01-200x200.png 200w\" sizes=\"auto, (max-width: 1177px) 100vw, 1177px\" \/><\/div><\/div>\n<\/div><\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-row alignfull nectar-block nectar-blocks-row nectar-blocks-row__wrapper parent-block-block-FDhQzR5MVM\" id=\"block-FDhQzR5MVM\"><div class=\"nectar-blocks-row__inner is-contained-content parent-block-block-FDhQzR5MVM\">\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block\" id=\"block-Q16TWZc7s9\"><div class=\"nectar-blocks-column__inner nectar-blocks-column__content-wrap parent-block-block-Q16TWZc7s9 nectar-blocks-column__wrapper\">\n<h2 id=\"block-nDj5CEGPzm\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-h2\">Making effective use of machine translation in business<\/h2>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block\" id=\"block-H1JSu6VBR0\"><div class=\"nectar-blocks-column__inner nectar-blocks-column__content-wrap parent-block-block-H1JSu6VBR0 nectar-blocks-column__wrapper\">\n<div class=\"wp-block-nectar-blocks-row nectar-block nectar-blocks-row nectar-blocks-row__inner nectar-blocks-row__wrapper parent-block-block-gp1XvRiHHy\" id=\"block-gp1XvRiHHy\">\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block\" id=\"block-78sEbnaobX\"><div class=\"nectar-blocks-column__inner nectar-blocks-column__content-wrap parent-block-block-78sEbnaobX nectar-blocks-column__wrapper\">\n<p id=\"block-oTYT5i6B6G\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\">Machine translation (MT) helps you process large volumes of text and multiple languages faster. To ensure the final text in your target language is accurate and ready for release, clear guidelines, suitable translation systems and human quality assurance are required.<\/p>\n\n\n\n<p id=\"block-hhVUCDeZLM\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\">MT and AI systems often generate very natural-sounding results. However, this is precisely what can be misleading if ambiguities in the source text are not clarified, terms are used inconsistently or technical details translated in a way that is merely &quot;plausible&quot; rather than accurate. That is why, in a corporate context, MT is not a &quot;one-click&quot; solution, but rather a translation method that must be embedded within the translation process in order to identify and systematically correct all errors.<\/p>\n\n\n\n<p id=\"block-XUsVaJqtXZ\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\">It is particularly when translating into several target languages that the importance of context becomes clear. Ambiguities can be reliably resolved even in machine translation &ndash; through the use of terminology, clear guidelines and post-editing.<\/p>\n\n\n\n<div class=\"wp-block-nectar-blocks-button nectar-blocks-button nectar-gt-ASwi5Tf10p\" id=\"block-HvkP1mAGoG\"><a href=\"https:\/\/www.oneword.de\/en\/contact\/\" class=\"nectar__link nectar-blocks-button__inner\"><span class=\"nectar-blocks-button__text\">Book a free consultation<\/span><\/a><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block\" id=\"block-MmzAOMCwQy\"><div class=\"nectar-blocks-column__wrapper parent-block-block-MmzAOMCwQy\"><div class=\"nectar__bg-layers parent-block-block-MmzAOMCwQy\"><div class=\"nectar__bg-layer nectar__bg-color\"><\/div><\/div><div class=\"nectar-blocks-column__inner nectar-blocks-column__content-wrap parent-block-block-MmzAOMCwQy\">\n<p id=\"block-ZTYIOOwzQE\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\">Whether MT is appropriate in your case depends primarily on four factors, and they determine which translation engines and translation tools are suitable for the process and how robust it will be:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li style=\"font-size:18px\"><strong>Source language and language pair:<\/strong><br>Not every language pair produces the same quality of machine translation output.<\/li>\n\n\n\n<li style=\"font-size:18px\"><strong>Text type and structure:<\/strong><br>Continuous text is usually more suitable than fragments taken out of context.<\/li>\n\n\n\n<li style=\"font-size:18px\"><strong>Terminology and guidelines:<\/strong><br>Without glossaries and consistent terminology, the amount of post-editing required increases.<\/li>\n\n\n\n<li style=\"font-size:18px\"><strong>Risk profile:<\/strong><br>The higher the risk, the more important it is to have a suitable QA set-up.<\/li>\n<\/ul>\n<\/div><\/div><\/div>\n<\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-row alignfull nectar-block nectar-blocks-row nectar-blocks-row__wrapper parent-block-block-ltK199cylS\" id=\"block-ltK199cylS\"><div class=\"nectar-blocks-row__inner is-contained-content parent-block-block-ltK199cylS\">\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block\" id=\"block-p6MeqvixTC\"><div class=\"nectar-blocks-column__inner nectar-blocks-column__content-wrap parent-block-block-p6MeqvixTC nectar-blocks-column__wrapper\">\n<div class=\"wp-block-nectar-blocks-image nectar-blocks-image\" id=\"block-wEB5ge9kGZ\"><div class=\"nectar-blocks-image__inner\"><img loading=\"lazy\" decoding=\"async\" width=\"1281\" height=\"1920\" class=\"wp-image-2609 nectar-aspect-ratio--3-4 nectar-aspect-ratio\" src=\"https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/uebersetzungsdienstleister-oneword-1211.jpg\" alt=\"\" title=\"uebersetzungsdienstleister-oneword-1211\" srcset=\"https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/uebersetzungsdienstleister-oneword-1211.jpg 1281w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/uebersetzungsdienstleister-oneword-1211-200x300.jpg 200w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/uebersetzungsdienstleister-oneword-1211-683x1024.jpg 683w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/uebersetzungsdienstleister-oneword-1211-768x1151.jpg 768w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/uebersetzungsdienstleister-oneword-1211-1025x1536.jpg 1025w\" sizes=\"auto, (max-width: 1281px) 100vw, 1281px\" \/><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block\" id=\"block-d2vpCZRx5p\"><div class=\"nectar-blocks-column__inner nectar-blocks-column__content-wrap parent-block-block-d2vpCZRx5p nectar-blocks-column__wrapper\">\n<div class=\"wp-block-nectar-blocks-flex-box nectar-block nectar-blocks-flex-box nectar-blocks-flex-box__inner nectar-blocks-flex-box__wrapper parent-block-block-kYT77cMZg7\" id=\"block-kYT77cMZg7\">\n<h2 id=\"block-UT2KTPxRJC\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-h2\">oneMTPE: Machine pre-translation plus post-editing<\/h2>\n\n\n\n<p id=\"block-hM7GpchoGQ\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\">With oneMTPE, we combine speed and security: A machine translation system generates an initial translation output, after which qualified post-editors check the content, terminology and style. For you, this means fewer feedback loops, less risk and a result you can stand behind, both internally and externally.<\/p>\n\n\n\n<p id=\"block-B1tbNeZi3O\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\">Post-editing is not merely a cosmetic correction here. Linguists work with the source text, machine translation output and the target text and decide, segment by segment, what can be retained, what needs to be adapted and when a complete rewrite would be a better solution. So not only do humans remain &quot;in the loop&quot;, they also make the decisions throughout the process to ensure the translation quality &ndash; particularly where machine systems reach their limits.<\/p>\n\n\n\n<h3 id=\"block-uzPFH2qNtx\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-h3\">Evaluation and optimisation as a fixed step in the process<\/h3>\n\n\n\n<p id=\"block-1Dk4G9yBiQ\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\">Every MTPE project is followed by a systematic evaluation: Our post-editors assess the machine translation output across defined categories; we analyse the changes by text type and language pair, and derive specific optimisation measures. Through regular check-ins, we&rsquo;ll keep you informed about the savings you&rsquo;re making by using MTPE, the quality of the machine translation output and opportunities for further process optimisation. For you, this means greater transparency, predictable quality and an MTPE process that becomes more stable with every project.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-button nectar-blocks-button nectar-gt-ASwi5Tf10p\" id=\"block-78otjn7lCI\"><a href=\"https:\/\/www.oneword.de\/en\/contact\/\" class=\"nectar__link nectar-blocks-button__inner\"><span class=\"nectar-blocks-button__text\">Request a quote<\/span><\/a><\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-row alignfull nectar-block nectar-blocks-row nectar-blocks-row__wrapper parent-block-block-BemuWbHDg5\" id=\"block-BemuWbHDg5\"><div class=\"nectar-blocks-row__inner is-contained-content parent-block-block-BemuWbHDg5\">\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block\" id=\"block-dj8AzllKl2\"><div class=\"nectar-blocks-column__inner nectar-blocks-column__content-wrap parent-block-block-dj8AzllKl2 nectar-blocks-column__wrapper\">\n<h2 id=\"block-gjdNacROdi\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-h2\">What sort of content is machine translation suitable for?<\/h2>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block\" id=\"block-rjorndbv3c\"><div class=\"nectar-blocks-column__inner nectar-blocks-column__content-wrap parent-block-block-rjorndbv3c nectar-blocks-column__wrapper\">\n<div class=\"wp-block-nectar-blocks-row nectar-block nectar-blocks-row nectar-blocks-row__inner nectar-blocks-row__wrapper parent-block-block-mhzsKLEIFS\" id=\"block-mhzsKLEIFS\">\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block\" id=\"block-JIESt3Bu9z\"><div class=\"nectar-blocks-column__inner nectar-blocks-column__content-wrap parent-block-block-JIESt3Bu9z nectar-blocks-column__wrapper\">\n<p id=\"block-I7xI8HbUVP\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\">MTPE (machine translation + post-editing) is often particularly efficient for content that is structured and substantial, and which is used regularly in multiple languages:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li style=\"font-size:18px\">Technical documentation<\/li>\n\n\n\n<li style=\"font-size:18px\">Software and IT documentation<\/li>\n\n\n\n<li style=\"font-size:18px\">Website and product content<\/li>\n\n\n\n<li style=\"font-size:18px\">Marketing texts that do not require transcreation<\/li>\n<\/ul>\n\n\n\n<p id=\"block-9ln8rHsyMl\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\">Short texts with little context, individual words and fragmented content containing many placeholders are only suitable in part or not very suitable. The accuracy of the source text and correct formatting also have an impact on the machine translation output. It is therefore crucial to assess the text type, language pair, requirements and risk profile &ndash; that is what the feasibility analysis is for.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block\" id=\"block-qNaHvzVjLi\"><div class=\"nectar-blocks-column__wrapper parent-block-block-qNaHvzVjLi\"><div class=\"nectar__bg-layers parent-block-block-qNaHvzVjLi\"><div class=\"nectar__bg-layer nectar__bg-color\"><\/div><\/div><div class=\"nectar-blocks-column__inner nectar-blocks-column__content-wrap parent-block-block-qNaHvzVjLi\">\n<h3 id=\"block-UqWx9j4fnd\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-h3\">Typical benefits for your teams<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li style=\"font-size:18px\">Depending on the project, up to 50 percent faster processing times<\/li>\n\n\n\n<li style=\"font-size:18px\">Significant cost savings in the double-digit percentage range are possible<\/li>\n\n\n\n<li style=\"font-size:18px\">Consistent terminology through glossaries and translation memories<\/li>\n\n\n\n<li style=\"font-size:18px\">A project-specific decision based on a feasibility analysis, to ensure post-editing never becomes more time-consuming than a human translation<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-nectar-blocks-button nectar-blocks-button nectar-gt-ASwi5Tf10p\" id=\"block-cdksLSNgjU\"><a href=\"https:\/\/www.oneword.de\/en\/contact\/\" class=\"nectar__link nectar-blocks-button__inner\"><span class=\"nectar-blocks-button__text\">Request a quote<\/span><\/a><\/div>\n<\/div><\/div><\/div>\n<\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-row alignfull nectar-block nectar-blocks-row nectar-blocks-row__wrapper parent-block-block-yu3KcUn1qF\" id=\"block-yu3KcUn1qF\"><div class=\"nectar-blocks-row__inner is-contained-content parent-block-block-yu3KcUn1qF\">\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block\" id=\"block-aJaAk6djX5\"><div class=\"nectar-blocks-column__inner nectar-blocks-column__content-wrap parent-block-block-aJaAk6djX5 nectar-blocks-column__wrapper\">\n<div class=\"wp-block-nectar-blocks-flex-box nectar-block nectar-blocks-flex-box nectar-blocks-flex-box__inner nectar-blocks-flex-box__wrapper parent-block-block-4bwQt6qRY1\" id=\"block-4bwQt6qRY1\">\n<h2 id=\"block-j7NaZE4O6W\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-h2\">Getting started: Feasibility analysis rather than experiment<\/h2>\n\n\n\n<p id=\"block-WqdGFqNlSi\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\">Before you size up MTPE, we carry out a feasibility analysis to assess the text type, source language, language pair, risk and potential savings. You&rsquo;ll receive a clear recommendation on whether MTPE is suitable for you and what your ideal translation process looks like.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-button nectar-blocks-button nectar-gt-ASwi5Tf10p\" id=\"block-HyrE19la2c\"><a href=\"https:\/\/www.oneword.de\/en\/contact\/\" class=\"nectar__link nectar-blocks-button__inner\"><span class=\"nectar-blocks-button__text\">Request a free feasibility analysis<\/span><\/a><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block\" id=\"block-qwb27PPmz0\"><div class=\"nectar-blocks-column__inner nectar-blocks-column__content-wrap parent-block-block-qwb27PPmz0 nectar-blocks-column__wrapper\">\n<div class=\"wp-block-nectar-blocks-image nectar-blocks-image\" id=\"block-Atr4vUkCBI\"><div class=\"nectar-blocks-image__inner\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1281\" class=\"wp-image-2569 nectar-aspect-ratio--16-9 nectar-aspect-ratio\" src=\"https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/uebersetzungsdienstleister-oneword-0788b.jpg\" alt=\"\" title=\"uebersetzungsdienstleister-oneword-0788b\" srcset=\"https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/uebersetzungsdienstleister-oneword-0788b.jpg 1920w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/uebersetzungsdienstleister-oneword-0788b-300x200.jpg 300w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/uebersetzungsdienstleister-oneword-0788b-1024x683.jpg 1024w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/uebersetzungsdienstleister-oneword-0788b-768x512.jpg 768w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/uebersetzungsdienstleister-oneword-0788b-1536x1025.jpg 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/div><\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-row alignfull nectar-block nectar-blocks-row nectar-blocks-row__wrapper parent-block-block-OmjoBNkTmC\" id=\"block-OmjoBNkTmC\"><div class=\"nectar-blocks-row__inner is-contained-content parent-block-block-OmjoBNkTmC\">\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block\" id=\"block-BzukIx65OO\"><div class=\"nectar-blocks-column__inner nectar-blocks-column__content-wrap parent-block-block-BzukIx65OO nectar-blocks-column__wrapper\">\n<div class=\"wp-block-nectar-blocks-flex-box nectar-block nectar-blocks-flex-box nectar-blocks-flex-box__inner nectar-blocks-flex-box__wrapper parent-block-block-8qAAJIWIhg\" id=\"block-8qAAJIWIhg\">\n<div class=\"wp-block-nectar-blocks-flex-box nectar-block nectar-blocks-flex-box nectar-blocks-flex-box__inner nectar-blocks-flex-box__wrapper parent-block-block-5FTGYZtW6S\" id=\"block-5FTGYZtW6S\"><\/div>\n\n\n\n<h3 id=\"block-9UjSVT5qAN\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-h3\">Real-world reference: HELLA<\/h3>\n\n\n\n<p id=\"block-3MmKPKxVlU\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\">Together with <a href=\"https:\/\/www.hella.com\/en\/\" target=\"_blank\" rel=\"noopener\">HELLA<\/a>, we integrated oneMTPE into existing processes and then developed it. The result: significant time and cost savings (in the region of 30\u201340 percent) with professionally validated machine translation output.<\/p>\n\n\n\n<p id=\"block-PcySUHhaXO\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\">It is particularly in large organisations that it quickly becomes apparent whether machine translation will work reliably as a translation service. The key here is to take a step-by-step approach based on measurable criteria, rather than a one-off roll-out of a tool.<\/p>\n\n\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block\" id=\"block-gVaVUbBYVH\"><div class=\"nectar-blocks-column__inner nectar-blocks-column__content-wrap parent-block-block-gVaVUbBYVH nectar-blocks-column__wrapper\">\n<script src=\"https:\/\/js-eu1.hsforms.net\/forms\/embed\/7884363.js\" defer><\/script>\n<div class=\"hs-form-frame\" data-region=\"eu1\" data-form-id=\"3bc3828d-ed46-4254-b68c-ba8790ea0c73\" data-portal-id=\"7884363\"><\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-row alignfull nectar-block nectar-blocks-row nectar-blocks-row__wrapper parent-block-block-XP7HwCKkRc\" id=\"block-XP7HwCKkRc\"><div class=\"nectar-blocks-row__inner is-contained-content parent-block-block-XP7HwCKkRc\">\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block\" id=\"block-U8xtxhHvcw\"><div class=\"nectar-blocks-column__wrapper parent-block-block-U8xtxhHvcw\"><div class=\"nectar-blocks-column__inner nectar-blocks-column__content-wrap parent-block-block-U8xtxhHvcw\">\n<h2 id=\"block-Y3ndDtSJGA\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-h2\">FAQs<\/h2>\n\n\n<div id=\"rank-math-faq\" class=\"rank-math-block\">\n<div class=\"rank-math-list \">\n<div id=\"faq-question-69f08c46cf430\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">What is the difference between automated translation and machine translation?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>There is no difference. The two terms refer to the same concept. In practice, however, it is not the term that matters, but how it is implemented: you can benefit from MT as a tool to speed up in-house work or as part of a controlled translation process &ndash; with terminology management, quality assurance and post-editing by linguists.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-69f08c46cf432\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">Man versus machine: can machine translation replace human translation?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Even though the output result sounds fluent and coherent, no machine translation system is error-free. The aim of MTPE is to combine the strengths of humans and machines: The speed comes from the MT, whilst the precision and specialist expertise come from humans. That&apos;s how we combine the best of both worlds to deliver high-quality translation output.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-69f08c46cf433\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">How does neural machine translation (NMT) work?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Neural systems have learnt language patterns through extensive training data and use this to generate translation output that often sound very natural. For you, this means quick rough drafts. But fluent does not automatically mean accurate, which is why we ensure the quality of the machine translation output through post-editing and QA.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-69f08c46cf434\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">Can I rely on the translation quality of machine translation?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Yes, provided you get the basics right: suitable translation systems, integrated terminology, use of existing translation memories, professional post-editing and quality assurance. Without these elements, there will still be gaps in quality and risks.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-69f08c46cf435\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">How can I make the most of machine translation?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>You start with a feasibility analysis. This will give you a clear recommendation as to which content is suitable, which set-up makes sense, and how you can save time and money without losing control over terminology, style and data security.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-row alignfull nectar-block nectar-blocks-row nectar-blocks-row__wrapper parent-block-block-M8ttYksRyY\" id=\"block-M8ttYksRyY\"><div class=\"nectar-blocks-row__inner is-contained-content parent-block-block-M8ttYksRyY\">\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block\" id=\"block-USi498j76c\"><div class=\"nectar-blocks-column__inner nectar-blocks-column__content-wrap parent-block-block-USi498j76c nectar-blocks-column__wrapper\">\n<p id=\"block-mA1zadK1dU\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-h2\">Further MTPE services.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block one_lcards\" id=\"block-EFAU3C10jF\"><div class=\"nectar-blocks-column__inner nectar-blocks-column__content-wrap parent-block-block-EFAU3C10jF nectar-blocks-column__wrapper\">\n<div class=\"wp-block-nectar-blocks-flex-box nectar-block nectar-blocks-flex-box\" id=\"block-l1Pf53Ppi6\"><a href=\"https:\/\/www.oneword.de\/en\/services\/terminology-management\/creating-glossaries\/\" class=\"nectar__link\"><div class=\"nectar-blocks-flex-box__inner parent-block-block-l1Pf53Ppi6 nectar-blocks-flex-box__wrapper\">\n<div class=\"wp-block-nectar-blocks-image nectar-blocks-image\" id=\"block-DJXhldeyp5\"><div class=\"nectar-blocks-image__inner\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1281\" class=\"wp-image-2652 nectar-aspect-ratio--16-9 nectar-aspect-ratio\" src=\"https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/glossare-fuer-ki-oneword-0220.jpg\" alt=\"\" title=\"glossare-fuer-ki-oneword-0220\" srcset=\"https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/glossare-fuer-ki-oneword-0220.jpg 1920w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/glossare-fuer-ki-oneword-0220-300x200.jpg 300w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/glossare-fuer-ki-oneword-0220-1024x683.jpg 1024w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/glossare-fuer-ki-oneword-0220-768x512.jpg 768w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/glossare-fuer-ki-oneword-0220-1536x1025.jpg 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/div><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-flex-box nectar-block nectar-blocks-flex-box nectar-blocks-flex-box__inner nectar-blocks-flex-box__wrapper parent-block-block-DMi8Owkcsy\" id=\"block-DMi8Owkcsy\">\n<div class=\"wp-block-nectar-blocks-flex-box nectar-block nectar-blocks-flex-box nectar-blocks-flex-box__inner nectar-blocks-flex-box__wrapper parent-block-block-881XmKOE74\" id=\"block-881XmKOE74\">\n<p id=\"block-pGmGCoxbns\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-h6\">Creating glossaries for artificial intelligence<\/p>\n\n\n\n<div class=\"wp-block-nectar-blocks-icon nectar-blocks-icon\" id=\"block-E29BSSBW8G\"><div class=\"nectar-blocks-icon__inner\"><span class=\"nectar-component__icon icon-source--remix\"><svg role=\"none\" viewBox=\"0 0 26 16\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M1.91699 7.99984H24.0837M24.0837 7.99984L17.7503 14.3332M24.0837 7.99984L17.7503 1.6665\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/span><\/div><\/div>\n<\/div>\n\n\n\n<p id=\"block-sJEf4Idnyd\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\">We can help you create glossaries for machine-generated translation.<\/p>\n<\/div>\n<\/div><\/a><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-flex-box nectar-block nectar-blocks-flex-box\" id=\"block-8v56QDWUT0\"><a href=\"https:\/\/www.oneword.de\/technologien\/ki-systeme\/\" class=\"nectar__link\"><div class=\"nectar-blocks-flex-box__inner parent-block-block-8v56QDWUT0 nectar-blocks-flex-box__wrapper\">\n<div class=\"wp-block-nectar-blocks-image nectar-blocks-image\" id=\"block-9fVrD6NMIr\"><div class=\"nectar-blocks-image__inner\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1281\" class=\"wp-image-2716 nectar-aspect-ratio--16-9 nectar-aspect-ratio\" src=\"https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/ki-systeme-oneword-1330.jpg\" alt=\"\" title=\"ki-systeme-oneword-1330\" srcset=\"https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/ki-systeme-oneword-1330.jpg 1920w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/ki-systeme-oneword-1330-300x200.jpg 300w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/ki-systeme-oneword-1330-1024x683.jpg 1024w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/ki-systeme-oneword-1330-768x512.jpg 768w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/ki-systeme-oneword-1330-1536x1025.jpg 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/div><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-flex-box nectar-block nectar-blocks-flex-box nectar-blocks-flex-box__inner nectar-blocks-flex-box__wrapper parent-block-block-AogWOXmj3l\" id=\"block-AogWOXmj3l\">\n<div class=\"wp-block-nectar-blocks-flex-box nectar-block nectar-blocks-flex-box nectar-blocks-flex-box__inner nectar-blocks-flex-box__wrapper parent-block-block-SnNd3EagGg\" id=\"block-SnNd3EagGg\">\n<p id=\"block-LpxtqAVl1K\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-h6\">AI systems<\/p>\n\n\n\n<div class=\"wp-block-nectar-blocks-icon nectar-blocks-icon\" id=\"block-aWvciHwcKQ\"><div class=\"nectar-blocks-icon__inner\"><span class=\"nectar-component__icon icon-source--remix\"><svg role=\"none\" viewBox=\"0 0 26 16\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M1.91699 7.99984H24.0837M24.0837 7.99984L17.7503 14.3332M24.0837 7.99984L17.7503 1.6665\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/span><\/div><\/div>\n<\/div>\n\n\n\n<p id=\"block-yOW20YxqOR\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\">We explain which AI systems \u2013 whether machine translation systems or large language models \u2013 are suitable for your translation processes.<\/p>\n<\/div>\n<\/div><\/a><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-flex-box nectar-block nectar-blocks-flex-box\" id=\"block-uN31tHCk3q\"><a href=\"https:\/\/www.oneword.de\/en\/ai\/our-approach-to-ai\/\" class=\"nectar__link\"><div class=\"nectar-blocks-flex-box__inner parent-block-block-uN31tHCk3q nectar-blocks-flex-box__wrapper\">\n<div class=\"wp-block-nectar-blocks-image nectar-blocks-image\" id=\"block-CKZoj4wYoo\"><div class=\"nectar-blocks-image__inner\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1280\" class=\"wp-image-3116 nectar-aspect-ratio--16-9 nectar-aspect-ratio\" src=\"https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/unser-ki-ansatz-oneword-0644.jpg\" alt=\"\" title=\"unser-ki-ansatz-oneword-0644\" srcset=\"https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/unser-ki-ansatz-oneword-0644.jpg 1920w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/unser-ki-ansatz-oneword-0644-300x200.jpg 300w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/unser-ki-ansatz-oneword-0644-1024x683.jpg 1024w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/unser-ki-ansatz-oneword-0644-768x512.jpg 768w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/unser-ki-ansatz-oneword-0644-1536x1024.jpg 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/div><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-flex-box nectar-block nectar-blocks-flex-box nectar-blocks-flex-box__inner nectar-blocks-flex-box__wrapper parent-block-block-EILf7gvfUR\" id=\"block-EILf7gvfUR\">\n<div class=\"wp-block-nectar-blocks-flex-box nectar-block nectar-blocks-flex-box nectar-blocks-flex-box__inner nectar-blocks-flex-box__wrapper parent-block-block-8LpYYboCwq\" id=\"block-8LpYYboCwq\">\n<p id=\"block-SMxP51EE2g\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-h6\">Our approach to AI<\/p>\n\n\n\n<div class=\"wp-block-nectar-blocks-icon nectar-blocks-icon\" id=\"block-sG8GsenzJZ\"><div class=\"nectar-blocks-icon__inner\"><span class=\"nectar-component__icon icon-source--remix\"><svg role=\"none\" viewBox=\"0 0 26 16\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M1.91699 7.99984H24.0837M24.0837 7.99984L17.7503 14.3332M24.0837 7.99984L17.7503 1.6665\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" 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