{"id":14096,"date":"2026-07-07T08:48:15","date_gmt":"2026-07-07T08:48:15","guid":{"rendered":"https:\/\/www.oneword.de\/ai\/quality-estimation\/"},"modified":"2026-10-13T19:52:14","modified_gmt":"2026-10-13T19:52:14","slug":"quality-estimation","status":"publish","type":"page","link":"https:\/\/www.oneword.de\/en\/ai\/quality-estimation\/","title":{"rendered":"Quality estimation"},"content":{"rendered":"<style id=\"nectar-blocks-row-css\">.nectar-blocks-row.nectar-blocks-row__inner.nectar-blocks-row__wrapper{height:auto}.nectar-blocks-row.nectar-blocks-row__inner.nectar-blocks-row__wrapper:not(.alignfull){width:auto}.nectar-blocks-row.nectar-l1{align-items:stretch;box-sizing:border-box;display:flex;flex-direction:row;flex-wrap:nowrap;gap:var(--column-gap)}.nectar-blocks-row.nectar-l1:not(.alignfull){width:auto}@media only screen and (max-width:1024px)and (min-width:768px){.nectar-blocks-row.nectar-l1:not(.is-horizontal-tablet)>.nectar-blocks-column{flex:auto!important}}@media only 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id=\"block-cccb9f539f\"><style id=\"nectar-blocks-text-css\">span.nectar-blocks-text{display:block}.nectar-blocks-text{background-size:cover;transition:background-color .25s ease,color .25s ease}.nectar-blocks-text *{text-indent:0}.nectar-blocks-text__inner{position:relative}.nectar-blocks-text__fit-text{display:inline-block;white-space:nowrap}.nectar-blocks-text.text-animation--reveal .line,.nectar-blocks-text.text-animation--reveal .word{clip-path:inset(0 -10px)}.nectar-blocks-text.text-animation--target-character .word{display:inline-block;white-space:nowrap}.nectar-blocks-text.doing-text-animation .nectar-blocks-text__highlight svg{opacity:0}.nectar-blocks-text.doing-text-animation .nectar-blocks-text__highlight--underline{background-image:none!important}.nectar-blocks-text.is-animated .line,.nectar-blocks-text.is-animated .word{clip-path:none}.nectar-blocks-text.has-fit-text,.nectar-blocks-text.has-fit-text 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path{stroke-dasharray:1}.nectar-blocks-text.has-text-highlight.doing-text-animation:not(.has-fit-text) .nectar-blocks-text__highlight{line-height:inherit}@media only screen and (min-width:1025px){.nectar-blocks-text.text-animation--desktop.pre-animated{opacity:0!important}.nectar-blocks-text.text-animation--desktop.has-text-highlight-animation .nectar-blocks-text__highlight svg path{opacity:0;stroke-dashoffset:1}}@media only screen and (max-width:1024px)and (min-width:768px){.nectar-blocks-text.text-animation--tablet.pre-animated{opacity:0!important}.nectar-blocks-text.text-animation--tablet.has-text-highlight-animation .nectar-blocks-text__highlight svg path{opacity:0;stroke-dashoffset:1}}@media only screen and (max-width:767px){.nectar-blocks-text.text-animation--mobile.pre-animated{opacity:0!important}.nectar-blocks-text.text-animation--mobile.has-text-highlight-animation .nectar-blocks-text__highlight svg path{opacity:0;stroke-dashoffset:1}}@media(prefers-reduced-motion:reduce){.nectar-blocks-text{transition:none}.nectar-blocks-text.pre-animated{opacity:1!important}}\n<\/style>\n<h1 id=\"block-ba928ad0d3\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-label\">Quality estimation<\/h1>\n\n\n\n<h2 id=\"block-c248241b2f\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-h1\">Assess the quality of your AI translations even before post-editing.<\/h2>\n<\/div>\n<\/div>\n\n\n<style id=\"nectar-blocks-button-css\">.wp-block{opacity:1}.nectar-blocks-button{display:flex;line-height:0;position:relative}.nectar-blocks-button .nectar-component__icon{line-height:0}.nectar-blocks-button .nectar-component__icon__img{height:1.2em;width:auto}.nectar-blocks-button .nectar-component__icon.icon-source--lucide svg path{fill:none}.nectar-blocks-button .nectar-component__icon svg{height:1.2em;width:auto}.nectar-blocks-button .nectar-component__icon svg path{fill:currentcolor}.nectar-blocks-button__icon{line-height:0}.nectar-blocks-button__icon svg{height:1em;width:auto}.nectar-blocks-button .nectar__bg-layers{border-radius:0;pointer-events:none}.nectar-blocks-button .nectar__link{align-items:center;color:inherit;display:flex;gap:.5em;justify-content:center;line-height:1;position:relative;text-decoration:none;transition:all .25s ease}.nectar-blocks-button>div.nectar-blocks-button__inner{transition:all .25s ease}@media(prefers-reduced-motion:reduce){.nectar-blocks-button .nectar-blocks-button__text,.nectar-blocks-button .nectar-blocks-button__text__inner,.nectar-blocks-button .nectar-blocks-button__text__inner:after,.nectar-blocks-button .nectar__link,.nectar-blocks-button>div.nectar-blocks-button__inner{transition:none!important}.nectar-blocks-button .hover .nectar-blocks-button__icon svg>g path,.nectar-blocks-button .hover .nectar-blocks-button__icon svg>path,.nectar-blocks-button .hover svg{animation:none!important}.nectar-blocks-button .hover .char{animation:none!important;opacity:1!important;transform:none!important}}\n<\/style>\n<div class=\"wp-block-nectar-blocks-button nectar-blocks-button nectar-gt-ASwi5Tf10p\" id=\"block-c879f1cade\"><a href=\"https:\/\/www.oneword.de\/en\/contact\/\" class=\"nectar__link nectar-blocks-button__inner\"><span class=\"nectar-blocks-button__text\">Start your project now<\/span><\/a><\/div>\n<\/div>\n<\/div><\/div>\n\n<div class=\"wp-block-nectar-blocks-row alignfull nectar-block nectar-blocks-row nectar-l2\" id=\"block-1efb783d84\"><div class=\"nectar-blocks-row__inner is-contained-content scope-block-1efb783d84\">\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block nectar-l1\" id=\"block-d55a9469e3\">\n<div class=\"wp-block-nectar-blocks-flex-box nectar-block nectar-blocks-flex-box nectar-l1\" id=\"block-73e30df583\">\n<p id=\"block-a972f2aee5\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\">MTQE (Machine Translation Quality Estimation) allows the quality of machine-generated translations to be assessed even before post-editing. Traffic-light systems and quality scores indicate which segments require closer scrutiny or further action. Quality estimation therefore delivers rapid results and enables more efficient post-editing processes.<\/p>\n\n\n\n<p id=\"block-7c20681169\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\">As QE does not require a human translation as a reference, it is also suitable for new translations and all language directions.<\/p>\n\n\n\n<p id=\"block-8a8f36634a\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\">oneword has extensive experience with various QE systems and integrates them seamlessly into your translation processes. We also tap into the QE results for optimisation via custom prompts and for automated preparatory work in the form of automatic post-editing. This enables us to get the most out of your AI translations for you.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-button nectar-blocks-button nectar-gt-ASwi5Tf10p\" id=\"block-98a280b303\"><a href=\"https:\/\/www.oneword.de\/en\/contact\/\" class=\"nectar__link nectar-blocks-button__inner\"><span class=\"nectar-blocks-button__text\">Start your project now<\/span><\/a><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block nectar-l1\" id=\"block-8945cf655f\">\n<h3 id=\"block-58e678b1a9\" 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-l1\" id=\"block-e4ea1ec3e0\">\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block nectar-l1\" id=\"block-60a00fb5c2\">\n<div class=\"wp-block-nectar-blocks-row nectar-block nectar-blocks-row nectar-l1 is-horizontal-phone is-horizontal-tablet\" id=\"block-4aaea9368f\">\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block nectar-l1\" id=\"block-1308eb7c90\"><style id=\"nectar-blocks-image-css\">.nectar-blocks-image{transition:all .25s ease}.nectar-blocks-image__inner{position:relative;transition:all .25s ease;width:100%}.nectar-blocks-image .nectar-blocks-image__inner{border-radius:inherit}.nectar-blocks-image img{border-radius:inherit;display:block;max-width:100%;transition:all .25s ease}.nectar-blocks-image img.nectar-aspect-ratio{object-fit:cover}\n<\/style>\n<div class=\"wp-block-nectar-blocks-image nectar-blocks-image\" id=\"block-5c79f08348\"><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&#xFC;fzeichen_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>\n<\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block nectar-l1\" id=\"block-db62fcf941\">\n<div class=\"wp-block-nectar-blocks-image nectar-blocks-image\" id=\"block-3e1b56baa5\"><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&#xFC;fzeichen_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>\n<\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block nectar-l1\" id=\"block-7574d2385a\">\n<div class=\"wp-block-nectar-blocks-image nectar-blocks-image\" id=\"block-810519053c\"><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&#xFC;fzeichen_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>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n<div class=\"wp-block-nectar-blocks-row alignfull nectar-block nectar-blocks-row nectar-l2\" id=\"block-c32d7e9139\"><div class=\"nectar-blocks-row__inner is-contained-content scope-block-c32d7e9139\">\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block nectar-l1\" id=\"block-db0b4333dc\">\n<div class=\"wp-block-nectar-blocks-flex-box nectar-block nectar-blocks-flex-box nectar-l1\" id=\"block-daf96a49a7\">\n<h2 id=\"block-662cbf8856\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-h2\">Why quality estimation is worthwhile for your business<\/h2>\n\n\n<style id=\"nectar-blocks-icon-list-css\">.nectar-blocks-icon-list{display:flex;justify-content:space-between}.nectar-blocks-icon-list__inner{align-items:flex-start;display:flex;flex-direction:column;gap:var(--icon-list-v-space,10px);transition:all .25s ease}.nectar-blocks-icon-list__inner .nectar-component__icon{color:var(--icon-list-icon-color,inherit);line-height:0;margin:var(--icon-list-icon-margin,0)}.nectar-blocks-icon-list__inner .nectar-component__icon__img{height:var(--icon-list-icon-size,1.2em);width:auto}.nectar-blocks-icon-list__inner .nectar-component__icon.icon-source--lucide svg path{fill:none}.nectar-blocks-icon-list__inner .nectar-component__icon svg{height:var(--icon-list-icon-size,1.2em);width:auto}.nectar-blocks-icon-list__inner .nectar-component__icon svg path{fill:currentcolor}\n<\/style>\n<div class=\"wp-block-nectar-blocks-icon-list nectar-blocks-icon-list\" id=\"block-f18d0db98e\"><div class=\"nectar-blocks-icon-list__inner nectar-font-body parent-block-f18d0db98e\"><style id=\"nectar-blocks-icon-list-item-css\">.nectar-blocks-icon-list-item,.nectar-blocks-icon-list-item>a{align-items:var(--icon-list-icon-v-alignment,center);display:flex;flex-direction:var(--icon-list-icon-alignment,row);gap:var(--icon-list-icon-gap,.5em);transition:all .25s ease;width:100%}.nectar-blocks-icon-list-item>a{color:inherit}.nectar-blocks-icon-list-item__content{display:flex;flex-direction:column;gap:var(--icon-list-description-gap,0)}.nectar-blocks-icon-list-item__content a,.nectar-blocks-icon-list-item__content em,.nectar-blocks-icon-list-item__content i,.nectar-blocks-icon-list-item__content strong{display:contents}\n<\/style>\n<div class=\"wp-block-nectar-blocks-icon-list-item nectar-blocks-icon-list-item\" id=\"block-0d61c45ff5\"><span class=\"nectar-component__icon icon-source--remix\" data-nectar-icon-slot=\"\" data-icon-library=\"remix\" data-icon-name=\"check-line.svg\"><svg role=\"none\" viewbox=\"0 0 24 24\" fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M9.9997 15.1709L19.1921 5.97852L20.6063 7.39273L9.9997 17.9993L3.63574 11.6354L5.04996 10.2212L9.9997 15.1709Z\" \/><\/svg><\/span><div class=\"nectar-blocks-icon-list-item__content\">Faster processing by highlighting segments containing mistakes<\/div><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-icon-list-item nectar-blocks-icon-list-item\" id=\"block-46ab15b3f2\"><span class=\"nectar-component__icon icon-source--remix\" data-nectar-icon-slot=\"\" data-icon-library=\"remix\" data-icon-name=\"check-line.svg\"><svg role=\"none\" viewbox=\"0 0 24 24\" fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M9.9997 15.1709L19.1921 5.97852L20.6063 7.39273L9.9997 17.9993L3.63574 11.6354L5.04996 10.2212L9.9997 15.1709Z\" \/><\/svg><\/span><div class=\"nectar-blocks-icon-list-item__content\">Lower costs through targeted post-editing<\/div><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-icon-list-item nectar-blocks-icon-list-item\" id=\"block-fd36333a5d\"><span class=\"nectar-component__icon icon-source--remix\" data-nectar-icon-slot=\"\" data-icon-library=\"remix\" data-icon-name=\"check-line.svg\"><svg role=\"none\" viewbox=\"0 0 24 24\" fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M9.9997 15.1709L19.1921 5.97852L20.6063 7.39273L9.9997 17.9993L3.63574 11.6354L5.04996 10.2212L9.9997 15.1709Z\" \/><\/svg><\/span><div class=\"nectar-blocks-icon-list-item__content\">Additional time and cost savings through automatic post-editing (APE)<\/div><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-icon-list-item nectar-blocks-icon-list-item\" id=\"block-bacf58b015\"><span class=\"nectar-component__icon icon-source--remix\" data-nectar-icon-slot=\"\" data-icon-library=\"remix\" data-icon-name=\"check-line.svg\"><svg role=\"none\" viewbox=\"0 0 24 24\" fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M9.9997 15.1709L19.1921 5.97852L20.6063 7.39273L9.9997 17.9993L3.63574 11.6354L5.04996 10.2212L9.9997 15.1709Z\" \/><\/svg><\/span><div class=\"nectar-blocks-icon-list-item__content\">Using identified sources of error to achieve continuous process optimisation via custom prompts<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-button nectar-blocks-button nectar-gt-ASwi5Tf10p\" id=\"block-2e913159f2\"><a href=\"https:\/\/www.oneword.de\/en\/contact\/\" class=\"nectar__link nectar-blocks-button__inner\"><span class=\"nectar-blocks-button__text\">Arrange a free consultation<\/span><\/a><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block nectar-l1\" id=\"block-162f85d3de\">\n<div class=\"wp-block-nectar-blocks-image nectar-blocks-image\" id=\"block-3b8b3383b2\"><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>\n<\/div>\n<\/div><\/div>\n\n<div class=\"wp-block-nectar-blocks-row alignfull nectar-block nectar-blocks-row nectar-l2\" id=\"block-9619dfcf5d\"><div class=\"nectar-blocks-row__inner is-contained-content scope-block-9619dfcf5d\">\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block nectar-l1\" id=\"block-93b8029488\">\n<h2 id=\"block-c1c30661ab\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-h2\">More efficient post-editing with professional quality estimation<\/h2>\n<\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block nectar-l1\" id=\"block-c5046aa467\">\n<div class=\"wp-block-nectar-blocks-row nectar-block nectar-blocks-row nectar-l1\" id=\"block-73545636ad\">\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block nectar-l1\" id=\"block-8cf31ad7a1\">\n<p id=\"block-5c7222843e\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\">Quality estimation can specifically reduce the amount of post-editing required for machine translations. We regard QE as one component of the MTPE process, which supports \u2013 but is not the sole basis for \u2013 the evaluation of translation output. Because even though a machine can, in principle, evaluate a machine-generated result, we rely on people to derive meaningful next steps from these results.<\/p>\n\n\n\n<p id=\"block-8d8a1eddf6\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\"><strong>In the process, we focus on:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li style=\"font-size:18px\"><strong>The best QE system:<\/strong> we regularly test QE systems to ensure we are always working with the best possible results.<\/li>\n\n\n\n<li style=\"font-size:18px\"><strong>Targeted prompting: <\/strong>any QE system is only as good as the prompts used to instruct it. We incorporate your requirements into the evaluation process so that, in addition to general language quality, company-specific factors are also taken into account.<\/li>\n\n\n\n<li style=\"font-size:18px\"><strong>Human control:<\/strong> we use QE results as the basis for efficient translation processes, but never as a substitute for human expertise. Every AI project undergoes post-editing, which can be carried out more effectively and quickly using QE.<\/li>\n<\/ul>\n\n\n\n<p id=\"block-6df94bdec9\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\">This enables us to integrate quality estimation specifically into your MTPE process and reduce the amount of post-editing required.<\/p>\n\n\n\n<div class=\"wp-block-nectar-blocks-button nectar-blocks-button nectar-gt-ASwi5Tf10p\" id=\"block-fd2ad4f5a2\"><a href=\"https:\/\/www.oneword.de\/en\/contact\/\" class=\"nectar__link nectar-blocks-button__inner\"><span class=\"nectar-blocks-button__text\">Book a consultation now<\/span><\/a><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block nectar-l1\" id=\"block-08578634ab\">\n<h3 id=\"block-3c2a2db0e9\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-h3\">When and how we use quality estimation<\/h3>\n\n\n\n<p id=\"block-K6dMOkMAUW\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\">QE can be used at various stages of the AI translation process:<\/p>\n\n\n\n<p id=\"block-RYQ6HsrGXP\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\"><strong>1. We estimate the post-editing workload<\/strong><br\/>Our assessment shows in advance, at segment level, which segments are likely to require editing and how many there are.<\/p>\n\n\n\n<p id=\"block-db0f0db9c7\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\"><strong>2. We identify sources of error<\/strong><br\/>QE can quickly identify problematic segments. Some of the mistakes detected can then be corrected using automatic post-editing (APE).<\/p>\n\n\n\n<p id=\"block-37a81af103\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\"><strong>3. We check against company-specific requirements<\/strong><br\/>The prompts you have saved determine which aspects the QE system evaluates. Through targeted <a href=\"https:\/\/www.oneword.de\/en\/ai\/custom-prompts\/\">custom prompts<\/a>, we take individual requirements into account and assess whether these have been adhered to.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n<div class=\"wp-block-nectar-blocks-row alignfull nectar-block nectar-blocks-row nectar-l2\" id=\"block-c914e1139b\"><div class=\"nectar-blocks-row__inner is-contained-content scope-block-c914e1139b\">\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block nectar-l1\" id=\"block-780d767b26\">\n<div class=\"wp-block-nectar-blocks-flex-box nectar-block nectar-blocks-flex-box nectar-l1\" id=\"block-1581a99a2b\">\n<h2 id=\"block-0db2f5c0bc\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-h2\">Segment by segment rather than an overall score<\/h2>\n\n\n\n<p id=\"block-XqsCvy4sT1\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\">With QE, we adopt a segment-by-segment approach to quality assurance as the quality of individual segments within a document can vary significantly and even the smallest mistake can make a key difference.<\/p>\n\n\n\n<p id=\"block-80a69ecef5\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\">A summary assessment of an entire document is not meaningful and can even be risky: even a good overall document score may still contain segments of very poor quality and critical mistakes.<\/p>\n\n\n\n<p id=\"block-h18OTe3aRH\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\">Would you like to learn more about quality estimation? You can find out more by speaking to one of our experts in person.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-button nectar-blocks-button nectar-gt-ASwi5Tf10p\" id=\"block-fa07969c4f\"><a href=\"https:\/\/www.oneword.de\/en\/contact\/\" class=\"nectar__link nectar-blocks-button__inner\"><span class=\"nectar-blocks-button__text\">Arrange a consultation<\/span><\/a><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block nectar-l1\" id=\"block-fd6f6e69e9\">\n<div class=\"wp-block-nectar-blocks-image nectar-blocks-image\" id=\"block-dea4772a80\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1280\" class=\"wp-image-3508 nectar-aspect-ratio--1-1 nectar-aspect-ratio\" src=\"https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/uebersetzungsdienstleister-oneword-1041.jpg\" alt=\"\" title=\"uebersetzungsdienstleister-oneword-1041\" srcset=\"https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/uebersetzungsdienstleister-oneword-1041.jpg 1920w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/uebersetzungsdienstleister-oneword-1041-300x200.jpg 300w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/uebersetzungsdienstleister-oneword-1041-1024x683.jpg 1024w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/uebersetzungsdienstleister-oneword-1041-768x512.jpg 768w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/uebersetzungsdienstleister-oneword-1041-1536x1024.jpg 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/div>\n<\/div>\n<\/div><\/div>\n\n<div class=\"wp-block-nectar-blocks-row alignfull nectar-block nectar-blocks-row nectar-l2\" id=\"block-d960c1ed40\"><div class=\"nectar-blocks-row__inner is-contained-content scope-block-d960c1ed40\">\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block nectar-l2\" id=\"block-5953aed8aa\"><div class=\"nectar-blocks-column__inner nectar-blocks-column__content-wrap scope-block-5953aed8aa\">\n<h2 id=\"block-9dd8c41e41\" 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 \">Does quality estimation work for every language?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Quality estimation is based on neural networks and can therefore be used for any language combinations. You do not need reference translations or separate training for each language.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-69f08c46cf432\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">How reliable is machine translation quality estimation (MTQE)?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>The quality of the evaluation depends on the system used and the prompts deployed. General QE primarily takes language quality into account, but does not consider company-specific characteristics. With targeted QE prompts, you can also check individual specifications and tailor the evaluation to your requirements.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-69f08c46cf433\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">Do segments rated as good no longer need to be checked by a human?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Whether a human review is required for segments rated as good depends on factors such as the level of risk, domain and usage scenario. After all, one machine is evaluating the output of another machine and may itself make mistakes in the process. However, with QE you can easily identify segments containing mistakes and then edit them.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-69f08c46cf434\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">How much does quality estimation cost?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>The amount of work and cost involved depends, amongst other things, on the LLM used, the creation of company-specific QE prompts and the feedback loops we use to check the reliability of the evaluation. QE results can support your post-editing work and help you exclude segments containing no mistakes from projects, thereby cutting costs.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div><\/div>\n<\/div><\/div>\n\n<div class=\"wp-block-nectar-blocks-row alignfull nectar-block nectar-blocks-row nectar-l2\" id=\"block-7f275fb3c4\"><div class=\"nectar-blocks-row__inner is-contained-content scope-block-7f275fb3c4\">\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block nectar-l1\" id=\"block-62ca268708\">\n<p id=\"block-40436a980f\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-h2\">Our AI translation services.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-column nectar-blocks-column nectar-block nectar-l1 one_lcards\" id=\"block-5b889e589c\">\n<div class=\"wp-block-nectar-blocks-flex-box nectar-block nectar-blocks-flex-box nectar-l2\" id=\"block-543f9088c9\"><a href=\"https:\/\/www.oneword.de\/en\/services\/professional-translation\/machine-translation\/\" class=\"nectar__link\"><div class=\"nectar-blocks-flex-box__inner scope-block-543f9088c9\">\n<div class=\"wp-block-nectar-blocks-image nectar-blocks-image\" id=\"block-b1f0f26ed8\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1280\" class=\"wp-image-2606 nectar-aspect-ratio--16-9 nectar-aspect-ratio\" src=\"https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/maschinelle-uebersetzung-oneword-0355b.jpg\" alt=\"\" title=\"maschinelle-uebersetzung-oneword-0355b\" srcset=\"https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/maschinelle-uebersetzung-oneword-0355b.jpg 1920w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/maschinelle-uebersetzung-oneword-0355b-300x200.jpg 300w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/maschinelle-uebersetzung-oneword-0355b-1024x683.jpg 1024w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/maschinelle-uebersetzung-oneword-0355b-768x512.jpg 768w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/maschinelle-uebersetzung-oneword-0355b-1536x1024.jpg 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-flex-box nectar-block nectar-blocks-flex-box nectar-l1\" id=\"block-dec8f27fd5\">\n<div class=\"wp-block-nectar-blocks-flex-box nectar-block nectar-blocks-flex-box nectar-l1\" id=\"block-ef115f0005\">\n<p id=\"block-0e9d976829\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-h6\">Machine translation<\/p>\n\n\n<style id=\"nectar-blocks-icon-css\">.nectar-blocks-icon{display:flex}.nectar-blocks-icon a{color:inherit;display:inline-block}.nectar-blocks-icon .icon-source--lucide svg path{fill:none}.nectar-blocks-icon .nectar-component__icon{display:block;height:100%;width:100%}.nectar-blocks-icon svg{height:100%;width:100%}.nectar-blocks-icon svg path{fill:currentcolor}.nectar-blocks-icon .nectar-component__icon__img--color-inherit img{height:auto;width:100%}.nectar-blocks-icon.nectar-l1,.nectar-blocks-icon__inner{box-sizing:initial!important;line-height:0;position:relative;transition:all .25s ease}\n<\/style>\n<div class=\"wp-block-nectar-blocks-icon nectar-blocks-icon nectar-l1\" id=\"block-0caff8a3cc\"><span class=\"nectar-component__icon icon-source--remix\" data-nectar-icon-slot=\"\" data-icon-library=\"remix\" data-icon-name=\"arrow-right-line.svg\" aria-hidden=\"true\"><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>\n<\/div>\n\n\n\n<p id=\"block-86477938bc\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\">Find out more about the benefits of MTPE (machine translation + post-editing).<\/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 nectar-l2\" id=\"block-50ac00b64a\"><a href=\"https:\/\/www.oneword.de\/en\/technologies\/ai-systems\/\" class=\"nectar__link\"><div class=\"nectar-blocks-flex-box__inner scope-block-50ac00b64a\">\n<div class=\"wp-block-nectar-blocks-image nectar-blocks-image\" id=\"block-b74740e7e6\"><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>\n\n\n\n<div class=\"wp-block-nectar-blocks-flex-box nectar-block nectar-blocks-flex-box nectar-l1\" id=\"block-a3929bc17c\">\n<div class=\"wp-block-nectar-blocks-flex-box nectar-block nectar-blocks-flex-box nectar-l1\" id=\"block-04a9db5f81\">\n<p id=\"block-ca3e1ae308\" 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 nectar-l1\" id=\"block-d3cab30927\"><span class=\"nectar-component__icon icon-source--remix\" data-nectar-icon-slot=\"\" data-icon-library=\"remix\" data-icon-name=\"arrow-right-line.svg\" aria-hidden=\"true\"><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>\n<\/div>\n\n\n\n<p id=\"block-afb4bb4b65\" 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 nectar-l2\" id=\"block-c104bf1cbc\"><a href=\"https:\/\/www.oneword.de\/en\/ai\/ai-translation\/\" class=\"nectar__link\"><div class=\"nectar-blocks-flex-box__inner scope-block-c104bf1cbc\">\n<div class=\"wp-block-nectar-blocks-image nectar-blocks-image\" id=\"block-71e2085f48\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1281\" class=\"wp-image-3112 nectar-aspect-ratio--16-9 nectar-aspect-ratio\" src=\"https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/ki-uebersetzung-oneword-0199.jpg\" alt=\"\" title=\"ki-uebersetzung-oneword-0199\" srcset=\"https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/ki-uebersetzung-oneword-0199.jpg 1920w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/ki-uebersetzung-oneword-0199-300x200.jpg 300w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/ki-uebersetzung-oneword-0199-1024x683.jpg 1024w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/ki-uebersetzung-oneword-0199-768x512.jpg 768w, https:\/\/www.oneword.de\/wp-content\/uploads\/2026\/04\/ki-uebersetzung-oneword-0199-1536x1025.jpg 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/div>\n\n\n\n<div class=\"wp-block-nectar-blocks-flex-box nectar-block nectar-blocks-flex-box nectar-l1\" id=\"block-a5007de147\">\n<div class=\"wp-block-nectar-blocks-flex-box nectar-block nectar-blocks-flex-box nectar-l1\" id=\"block-a5cac66086\">\n<p id=\"block-446eabddbe\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-h6\">AI translation<\/p>\n\n\n\n<div class=\"wp-block-nectar-blocks-icon nectar-blocks-icon nectar-l1\" id=\"block-983ae2bdfb\"><span class=\"nectar-component__icon icon-source--remix\" data-nectar-icon-slot=\"\" data-icon-library=\"remix\" data-icon-name=\"arrow-right-line.svg\" aria-hidden=\"true\"><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>\n<\/div>\n\n\n\n<p id=\"block-dbbbb37ce7\" class=\"wp-block-nectar-blocks-text nectar-blocks-text nectar-font-body\">With machine and AI translation output, combined with professional post-editing, you can save time and money without compromising on quality.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n<\/div>\n<\/div><\/a><\/div>\n<\/div>\n<\/div><\/div>\n\n<div class=\"wp-block-nectar-blocks-row alignfull nectar-block nectar-blocks-row\" id=\"block-vlnRBr22ZC\"><div class=\"nectar-blocks-row__wrapper parent-block-block-vlnRBr22ZC\"><div class=\"nectar__bg-layers parent-block-block-vlnRBr22ZC\"><div class=\"nectar__bg-layer nectar__bg-shape display-desktop position-bottom shape-straight align-inside\"><svg role=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 100 10\" preserveAspectRatio=\"none\" class=\"nectar_component__shape-select__shape nectar_component__shape-select__shape--straight\"><polygon points=\"104 10, 104 0, 0 0, 0 10\"\/><\/svg><\/div><\/div><div class=\"nectar-blocks-row__inner parent-block-block-vlnRBr22ZC is-contained-content\">\n<div 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