{"id":1208,"date":"2026-05-14T18:45:03","date_gmt":"2026-05-14T16:45:03","guid":{"rendered":"https:\/\/clearnord.no\/?page_id=1208"},"modified":"2026-07-12T12:36:21","modified_gmt":"2026-07-12T10:36:21","slug":"casestudie","status":"publish","type":"page","link":"https:\/\/clearnord.no\/eng\/casestudie\/","title":{"rendered":"Case study"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"1208\" class=\"elementor elementor-1208\" data-elementor-settings=\"{&quot;element_pack_global_tooltip_width&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_width_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_width_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_padding&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_padding_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_padding_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true}}\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ca59ff5 e-flex e-con-boxed elementor-invisible e-con e-parent\" data-id=\"ca59ff5\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;zoomOutUp&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-99b7794 e-con-full e-flex e-con e-child\" data-id=\"99b7794\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-aa11517 e-con-full e-flex e-con e-child\" data-id=\"aa11517\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-88d7804 e-con-full e-flex e-con e-child\" data-id=\"88d7804\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3efd103 elementor-widget__width-initial bdt-content-position--left elementor-widget elementor-widget-bdt-fancy-list\" data-id=\"3efd103\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"bdt-fancy-list.default\">\n\t\t\t\t\t\t\t<div class=\"bdt-fancy-list bdt-fancy-list-style-1\">\n\t\t\t<ul class=\"bdt-list bdt-fancy-list-group\">\n\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t<div class=\"bdt-fancy-list-wrap\">\t\t\t\t\t\t<div class=\"bdt-flex flex-wrap\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"bdt-fancy-list-img\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"48\" height=\"48\" src=\"https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/Growth-Marketing-Icon-1.webp\" class=\"attachment-medium size-medium\" alt=\"Enterprise Translations Office\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"bdt-fancy-list-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h4 class=\"bdt-fancy-list-title\">\n\t\t\t\t\t\t\t\t\t\t\tEnterprise Translations Office\t\t\t\t\t\t\t\t\t\t<\/h4>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<\/ul>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dac75aa elementor-widget elementor-widget-spacer\" data-id=\"dac75aa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-46a3ed3 elementor-widget-tablet__width-initial elementor-widget-mobile__width-inherit ui-e-a-animate elementor-widget elementor-widget-highlighted-text\" data-id=\"46a3ed3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"highlighted-text.default\">\n\t\t\t\t\t        <h1 class=\"ui-e--highlighted-text\">\n            <span class=\"ui-e-headline-text elementor-repeater-item-4e9a18a\">From fragmented use of AI tools<\/span><span class=\"ui-e-headline-text elementor-repeater-item-2871891 ui-e-headline-color\">\n\t\t\t\t\t\t\t\t\t<span class=\"whitespace\"><\/span>\n                                    <span>\n                                        <span class=\"ui-e-headline-text ui-e-headline-highlighted\">in communication<\/span><span class=\"uicore-svg-wrapper\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 500 150\" preserveaspectratio=\"none\"><\/svg><\/span><\/span> <span class=\"whitespace\"> <\/span><\/span><span class=\"ui-e-headline-text elementor-repeater-item-30ae93f\">for effective linguistic accessibility<\/span>        <\/h1>\n    \t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5756bbe elementor-widget-tablet__width-initial elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"5756bbe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-path-to-node=\"2\">The State of Minnesota's Enterprise Translations Office (ETO) was established to solve a practical problem in the public sector: public information was not reaching everyone as long as translation work remained time-consuming, fragmented, expensive, and inconsistent.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d926e80 elementor-widget elementor-widget-button\" data-id=\"d926e80\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/openai.com\/index\/state-of-minnesota\/?utm_source=clearnord.no\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Read the OpenAI case study here<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-08dbbde e-flex e-con-boxed e-con e-parent\" data-id=\"08dbbde\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-7162897 e-con-full e-flex e-con e-child\" data-id=\"7162897\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3132582 elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"3132582\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Summary of the effect at ETO<\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-babe86b e-con-full e-flex e-con e-child\" data-id=\"babe86b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-ce972e8 e-con-full e-flex e-con e-child\" data-id=\"ce972e8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3fbb4f0 e-con-full e-flex e-con e-child\" data-id=\"3fbb4f0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-caeca36 e-con-full e-flex e-con e-child\" data-id=\"caeca36\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2aa2c10 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"2aa2c10\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInUp&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-00b98b7 e-con-full e-flex e-con e-child\" data-id=\"00b98b7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1e9550d e-con-full e-flex e-con e-child\" data-id=\"1e9550d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cb94cd9 e-con-full e-flex e-con e-child\" data-id=\"cb94cd9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9bc4d18 e-con-full e-flex e-con e-child\" data-id=\"9bc4d18\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5628c00 e-flex e-con-boxed e-con e-parent\" data-id=\"5628c00\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-8538963 e-con-full e-flex e-con e-child\" data-id=\"8538963\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-18b3c3b ui-e-a-animate elementor-invisible elementor-widget elementor-widget-highlighted-text\" data-id=\"18b3c3b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:300}\" data-widget_type=\"highlighted-text.default\">\n\t\t\t\t\t        <h2 class=\"ui-e--highlighted-text\">\n            <span class=\"ui-e-headline-text elementor-repeater-item-4e9a18a\">The public cannot be for everyone if it only speaks to <\/span><span class=\"ui-e-headline-text elementor-repeater-item-726f2cd\"> a few<\/span>        <\/h2>\n    \t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dc24b9b elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-widget-mobile__width-inherit elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"dc24b9b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:400}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Translation is not just a linguistic task. It is a core function of public service delivery.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c29aa88 e-con-full e-flex e-con e-child\" data-id=\"c29aa88\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-8304b1f e-con-full e-flex e-con e-child\" data-id=\"8304b1f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-580764f elementor-widget elementor-widget-text-editor\" data-id=\"580764f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-path-to-node=\"1\"><strong>A fragmented system that couldn't scale<\/strong><\/p><p data-path-to-node=\"2\">Before the ETO was established, translation work across Minnesota state agencies was handled in a fragmented manner. Different agencies\u2014and in some cases, even departments within the same agency\u2014had their own processes for translating public information.<\/p><p data-path-to-node=\"3\">Some teams worked directly with external vendors. Others relied on internal staff. Some had established work processes, while others only handled translations when an urgent need arose.<\/p><p data-path-to-node=\"4\">The result was predictable: uneven quality, long delivery times, duplicated efforts, varying costs, and a lack of overall visibility across the state.<\/p><p data-path-to-node=\"5\">A single translation request often had to go through several manual steps before reaching the right person. The agencies had different expectations regarding quality, formatting, terminology, and delivery time. External-facing content could be well-translated in one area but handled in a completely different way elsewhere.<\/p><p data-path-to-node=\"6\">The problem wasn't a lack of willingness from the agencies to ensure linguistic accessibility; they cared a great deal. The problem was that the operating model wasn't built to scale.<\/p><p data-path-to-node=\"7\">At the same time, artificial intelligence was making its way into the daily work lives. The agencies were interested in using new tools to improve service delivery, but they also needed practical guidance on data privacy, human oversight, risk management, and proper use.<\/p><p data-path-to-node=\"8\">Minnesota needed more than just faster translation. The state needed a controlled model for multilingual communication and responsible use of AI in real, public work processes.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d155e96 e-con-full e-flex e-con e-child\" data-id=\"d155e96\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-ab98d3a e-con-full e-flex e-con e-child\" data-id=\"ab98d3a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-87f4f7d elementor-widget elementor-widget-text-editor\" data-id=\"87f4f7d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-path-to-node=\"11\"><strong>Translation must become a core competency in the public sector<\/strong><\/p><p data-path-to-node=\"12\">The Enterprise Translations Office was established to bring structure, continuity, and accountability to the state's translation efforts.<\/p><p data-path-to-node=\"13\">The purpose was practical: to help agencies communicate with residents in languages they understand, while improving speed, quality, cost control, and coordination.<\/p><p data-path-to-node=\"14\">ETO was built around three core tasks:<\/p><ul data-path-to-node=\"15\"><li><p style=\"text-align: left;\" data-path-to-node=\"15,0,0\"><b data-path-to-node=\"15,0,0\" data-index-in-node=\"0\">Provide translation services:<\/b> ETO provided internal translation services for departments and agencies, including support in Spanish, Somali, and Hmong.<\/p><\/li><li style=\"text-align: left;\"><p data-path-to-node=\"15,1,0\"><b data-path-to-node=\"15,1,0\" data-index-in-node=\"0\">Underst\u00f8tte lokalisert offentlig informasjon:<\/b> ETO contributed to translating and maintaining outward-facing information from the state, allowing citizens access to important public services in languages other than English.<\/p><\/li><li><p style=\"text-align: left;\" data-path-to-node=\"15,2,0\"><b data-path-to-node=\"15,2,0\" data-index-in-node=\"0\">Set standards and guidelines<\/b> ETO became a resource center for translation standards, best practices, vendor coordination, quality assurance, and general guidance for public sector translation.<\/p><\/li><\/ul><p data-path-to-node=\"16\">As the work progressed, the ETO also became a practical example of how artificial intelligence can be implemented responsibly in public operations.<\/p><p data-path-to-node=\"17\">Under Adam Taha's leadership, ETO developed guided, AI-supported workflows, and assisted other public agencies in considering their own guidelines, security mechanisms, and implementation routines for AI. This included support and expert input to, among others, the Minnesota Department of Administration, the Department of Human Services, and the Department of Public Safety.<\/p><p data-path-to-node=\"18\">This made ETO more than just a translation team. It became a centralized operational model for linguistic accessibility, responsible AI implementation, and practical management in public work processes.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f866ee9 e-con-full e-flex e-con e-child\" data-id=\"f866ee9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-caa0549 e-con-full e-flex e-con e-child\" data-id=\"caa0549\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-49978e0 elementor-widget elementor-widget-text-editor\" data-id=\"49978e0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-path-to-node=\"21\"><strong>From supplier dependency to coordinated operation<\/strong><\/p><p data-path-to-node=\"22\">This changed the translation process by consolidating all requests into a more controlled workflow.<\/p><p data-path-to-node=\"23\">Instead of each agency handling its translation needs independently, ETO created a shared model that could receive requests, assess content, assign tasks, apply quality standards, and deliver completed translations in a far more consistent manner.<\/p><p data-path-to-node=\"24\">This reduced fragmentation. It also gave agencies a clearer path to get public information translated, without them having to reinvent the wheel each time.<\/p><p data-path-to-node=\"25\">The change was not only organizational, it was also technological.<\/p><p data-path-to-node=\"26\">ETO introduced AI-assisted workflows to help language specialists work faster, while keeping human quality assurance at the center of the process.<\/p><p data-path-to-node=\"27\">The same model also showed other agencies how AI could be used responsibly: with defined use cases, guidelines, human oversight, data handling rules, quality assurance, and documented control.<\/p><p data-path-to-node=\"28\">Som et resultat strakk ETOs effekt seg langt utover ren oversettelse. Kontoret bidro til \u00e5 normalisere en mer disiplinert tiln\u00e6rming til innf\u00f8ring av KI p\u00e5 tvers av delstatsmyndighetene i Minnesota, hvor innovasjon ble parret med styring, ansvarlighet og m\u00e5lene for tjenesteleveransen.<\/p><p data-path-to-node=\"29\">ETO showed that artificial intelligence can improve public services without removing human judgment or undermining trust in society.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7f50cf8 e-con-full e-flex e-con e-child\" data-id=\"7f50cf8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a9610e4 e-con-full e-flex e-con e-child\" data-id=\"a9610e4\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4904b48 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"4904b48\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"container\"><div id=\"model-response-message-contentr_06d34094e181accd\" class=\"markdown markdown-main-panel stronger enable-updated-hr-color\" dir=\"ltr\" aria-live=\"off\" aria-busy=\"false\"><p data-path-to-node=\"0\">During its first year of operation, ETO became a model for resource-efficient and scalable service delivery in the public sector:<\/p><p data-path-to-node=\"0\">A team of six people covered the translation needs across more than 25 agencies and a public workforce of over 50,000 employees.<\/p><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-18bc839 e-flex e-con-boxed e-con e-parent\" data-id=\"18bc839\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-de276ff e-con-full e-flex e-con e-child\" data-id=\"de276ff\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-311b992 ui-e-a-animate elementor-invisible elementor-widget elementor-widget-highlighted-text\" data-id=\"311b992\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:300}\" data-widget_type=\"highlighted-text.default\">\n\t\t\t\t\t        <h2 class=\"ui-e--highlighted-text\">\n            <span class=\"ui-e-headline-text elementor-repeater-item-2871891 ui-e-headline-color\">\n\t\t\t\t\t\t\t\t\t<span class=\"whitespace\"><\/span>\n                                    <span>\n                                        <span class=\"ui-e-headline-text ui-e-headline-highlighted\">The drift model<\/span><span class=\"uicore-svg-wrapper\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 500 150\" preserveaspectratio=\"none\"><\/svg><\/span><\/span> <span class=\"whitespace\"> <\/span><\/span>        <\/h2>\n    \t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9ab14cc elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"9ab14cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:400}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-path-to-node=\"0\"><strong>Human-centered AI \u2013 not an AI replacement<\/strong><\/p><p data-path-to-node=\"1\">ETO's model was built on a simple principle:<\/p><p data-path-to-node=\"2\">Artificial intelligence can help speed up translation work, but human subject matter experts must retain responsibility for quality, context, terminology, and final delivery.<\/p><p data-path-to-node=\"3\">The work process combined technology and human judgment:<\/p><ul data-path-to-node=\"4\"><li><p data-path-to-node=\"4,0,0\">Translation request<\/p><\/li><li><p data-path-to-node=\"4,1,0\">Content extraction<\/p><\/li><li><p data-path-to-node=\"4,2,0\">Tool selection<\/p><\/li><li><p data-path-to-node=\"4,3,0\">AI-assisted first draft<\/p><\/li><li><p data-path-to-node=\"4,4,0\">Human quality assurance<\/p><\/li><li><p data-path-to-node=\"4,5,0\">Formatting and validation<\/p><\/li><li><p data-path-to-node=\"4,6,0\">Translation complete<\/p><\/li><li><p data-path-to-node=\"4,7,0\">Feedback loop for future improvement<\/p><\/li><\/ul><p data-path-to-node=\"5\">This was the core of the model:<\/p><div class=\"math-block\" data-math=\"\\text{KI-oversettelse} + \\text{Menneskelig kvalitetssikring} = \\text{Fullf\u00f8rt oversettelse}\"><strong>AI translation + Human quality assurance = Completed translation<\/strong><\/div><div data-math=\"\\text{KI-oversettelse} + \\text{Menneskelig kvalitetssikring} = \\text{Fullf\u00f8rt oversettelse}\">\u00a0<\/div><p data-path-to-node=\"7\">ETO did not treat translation as a purely data conversion problem. They treated translation as communication. This meant that speed was important, but so were meaning, tone, trust, and cultural accuracy.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8c05c03 e-con-full e-flex e-con e-child\" data-id=\"8c05c03\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8fe92e3 elementor-widget elementor-widget-image\" data-id=\"8fe92e3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1254\" height=\"1254\" src=\"https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study.webp\" class=\"attachment-full size-full wp-image-2409\" alt=\"\" srcset=\"https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study.webp 1254w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study-300x300.webp 300w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study-1024x1024.webp 1024w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study-150x150.webp 150w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study-768x768.webp 768w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study-650x650.webp 650w\" sizes=\"(max-width: 1254px) 100vw, 1254px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-68b063c elementor-widget elementor-widget-image\" data-id=\"68b063c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1254\" height=\"1254\" src=\"https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study-2.webp\" class=\"attachment-full size-full wp-image-2410\" alt=\"\" srcset=\"https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study-2.webp 1254w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study-2-300x300.webp 300w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study-2-1024x1024.webp 1024w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study-2-150x150.webp 150w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study-2-768x768.webp 768w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study-2-650x650.webp 650w\" sizes=\"(max-width: 1254px) 100vw, 1254px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b211b5d e-flex e-con-boxed e-con e-parent\" data-id=\"b211b5d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-ab7ae04 e-con-full e-flex e-con e-child\" data-id=\"ab7ae04\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-01374d8 elementor-widget elementor-widget-image\" data-id=\"01374d8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1298\" src=\"https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study-4-scaled.webp\" class=\"attachment-full size-full wp-image-2423\" alt=\"\" srcset=\"https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study-4-scaled.webp 2560w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study-4-300x152.webp 300w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study-4-1024x519.webp 1024w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study-4-768x389.webp 768w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study-4-1536x779.webp 1536w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study-4-2048x1038.webp 2048w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study-4-650x330.webp 650w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e3620f8 elementor-widget__width-auto elementor-absolute animated-slow ep-parallax-effects-yes elementor-invisible elementor-widget elementor-widget-image\" data-id=\"e3620f8\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:200,&quot;ep_parallax_effects_show&quot;:&quot;yes&quot;,&quot;ep_parallax_effects_y&quot;:&quot;yes&quot;,&quot;ep_parallax_effects_y_start&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:-50,&quot;sizes&quot;:[]},&quot;ep_parallax_effects_y_end&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:50,&quot;sizes&quot;:[]},&quot;ep_parallax_effects_rotate_start&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;ep_parallax_effects_rotate_end&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;ep_parallax_effects_scale_start&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]},&quot;ep_parallax_effects_scale_end&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]},&quot;ep_parallax_effects_hue_value&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;ep_parallax_effects_sepia_value&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]},&quot;ep_parallax_effects_easing_value&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]},&quot;ep_parallax_effects_target&quot;:&quot;self&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1812\" height=\"1724\" src=\"https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study-3.webp\" class=\"attachment-full size-full wp-image-2418\" alt=\"\" srcset=\"https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study-3.webp 1812w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study-3-300x285.webp 300w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study-3-1024x974.webp 1024w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study-3-768x731.webp 768w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study-3-1536x1461.webp 1536w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/ETO-case-study-3-650x618.webp 650w\" sizes=\"(max-width: 1812px) 100vw, 1812px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a64291f e-con-full e-flex e-con e-child\" data-id=\"a64291f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-158cafb elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-widget elementor-widget-heading\" data-id=\"158cafb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Control and security mechanisms<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-528c046 elementor-widget__width-inherit elementor-widget-tablet__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"528c046\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-path-to-node=\"0\"><b>AI needed rules, not just access<\/b><\/p><p data-path-to-node=\"1\">Adopting artificial intelligence in public translation work required more than just a tool subscription. It required governance.<\/p><p data-path-to-node=\"2\">ETO's AI-supported model operated with internal security mechanisms, guidelines, control procedures, and compliance with the state's technological requirements. The goal was to make artificial intelligence useful without the process becoming careless.<\/p><p data-path-to-node=\"3\">The model included:<\/p><ul data-path-to-node=\"4\"><li><p data-path-to-node=\"4,0,0\">Strategy for AI Governance<\/p><\/li><li><p data-path-to-node=\"4,1,0\">Guidelines and Safety Mechanisms<\/p><\/li><li><p data-path-to-node=\"4,2,0\">Risk Management Practice<\/p><\/li><li><p data-path-to-node=\"4,3,0\">Compliance standards<\/p><\/li><li><p data-path-to-node=\"4,4,0\">Internal Quality Assurance<\/p><\/li><li><p data-path-to-node=\"4,5,0\">Feedback loops<\/p><\/li><li><p data-path-to-node=\"4,6,0\">Harmonization with the State's IT Guidelines<\/p><\/li><\/ul><p data-path-to-node=\"5\">ETO also adopted the MQM method.<i data-path-to-node=\"5\" data-index-in-node=\"33\"><a href=\"https:\/\/themqm.org\/error-types-2\/the-mqm-scoring-models\/?utm_source=clearnord.no\" target=\"_blank\" rel=\"noopener\"><u>Multidimensional Quality Metrics<\/u><\/a><\/i>to strengthen the quality assurance of translations. Instead of relying solely on the proofreader's personal preferences, MQM made it possible to evaluate translations through defined quality categories, error types, and severity levels.<\/p><p data-path-to-node=\"6\">This helped to reduce subjectivity in human review and made quality assessment more consistent, measurable, and repeatable.<\/p><p data-path-to-node=\"7\">The results were highly successful. MQM provided ETO with a practical way to combine human expertise with structured evaluation, making it easier to identify recurring issues, improve future outcomes, and maintain quality across different languages and agencies.<\/p><p data-path-to-node=\"8\">This steering committee was crucial because translations in the public sector can involve sensitive information, citizen-facing guidance, legal significance, health communication, welfare benefit information, and emergency messaging.<\/p><p data-path-to-node=\"9\">ETO showed that AI-assisted translation can work well in the public sector when placed in a controlled operating model with human responsibility, quality metrics, and clear rules.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5c5d053 e-flex e-con-boxed e-con e-parent\" data-id=\"5c5d053\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-2763d13 e-con-full e-flex e-con e-child\" data-id=\"2763d13\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-56fb69b elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-widget elementor-widget-heading\" data-id=\"56fb69b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Results and operational impact<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dcbe400 elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget-tablet__width-initial elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"dcbe400\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:&quot;200&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-path-to-node=\"1\">ETO showed that a small, specialized team in the public sector could improve translation speed, reduce duplication of effort, strengthen quality control, and influence the adoption of responsible AI across state agencies.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-65dfb1b e-con-full e-flex e-con e-child\" data-id=\"65dfb1b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ad9dc6d ui-e-connector-line-yes ui-e-icon-left ui-e-left elementor-align-left elementor-invisible elementor-widget elementor-widget-uicore-icon-list\" data-id=\"ad9dc6d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:&quot;400&quot;}\" data-widget_type=\"uicore-icon-list.default\">\n\t\t\t\t\t        <ul>\n                            <li >\n\n                    <div class=\"ui-e-wrap\">\n                    \n                    \n                    <div class=\"ui-e-content\">\n                        <h3 class=\"ui-e-title\">\n                            Faster and more accurate communication                        <\/h3>\n                        <p class=\"ui-e-text\"> ETO reduced delivery times from weeks to days, and urgent requests could often be completed in just a few hours. Faster translation meant faster access to public information. <\/p>\n                    <\/div>\n\n                                            <div class=\"ui-e-icon\">\n                            <svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>                        <\/div>\n                    \n                    <\/div>\n                <\/li>\n                            <li >\n\n                    <div class=\"ui-e-wrap\">\n                    \n                    \n                    <div class=\"ui-e-content\">\n                        <h3 class=\"ui-e-title\">\n                            Better cost control                        <\/h3>\n                        <p class=\"ui-e-text\"> ETO genererte 1,72 millioner USD i bekreftede unng\u00e5tte kostnader for budsjett\u00e5ret 2025 (FY25), og var forespeilet \u00e5 generere en verdi p\u00e5 2,15 millioner USD i budsjett\u00e5ret 2026 (FY26). Dette utgj\u00f8r til sammen rundt 3,9 millioner USD i l\u00f8pet av kontorets to f\u00f8rste drifts\u00e5r. <\/p>\n                    <\/div>\n\n                                            <div class=\"ui-e-icon\">\n                            <svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>                        <\/div>\n                    \n                    <\/div>\n                <\/li>\n                            <li >\n\n                    <div class=\"ui-e-wrap\">\n                    \n                    \n                    <div class=\"ui-e-content\">\n                        <h3 class=\"ui-e-title\">\n                            Greater scalability                        <\/h3>\n                        <p class=\"ui-e-text\"> During its first year of operation, ETO demonstrated what resource-efficient innovation in the public sector can achieve. With a team of six, the office covered the translation needs across more than 25 agencies and over 50,000 public employees. <\/p>\n                    <\/div>\n\n                                            <div class=\"ui-e-icon\">\n                            <svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>                        <\/div>\n                    \n                    <\/div>\n                <\/li>\n                            <li >\n\n                    <div class=\"ui-e-wrap\">\n                    \n                    \n                    <div class=\"ui-e-content\">\n                        <h3 class=\"ui-e-title\">\n                            Responsible AI Introduction                        <\/h3>\n                        <p class=\"ui-e-text\"> ETO's effect extended far beyond mere translation. Under Adam Taha's leadership, the program helped public agencies develop practical AI guidelines, security mechanisms, human oversight models, and data handling rules. <\/p>\n                    <\/div>\n\n                                            <div class=\"ui-e-icon\">\n                            <svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>                        <\/div>\n                    \n                    <\/div>\n                <\/li>\n                            <li >\n\n                    <div class=\"ui-e-wrap\">\n                    \n                    \n                    <div class=\"ui-e-content\">\n                        <h3 class=\"ui-e-title\">\n                            More accessible public transportation                        <\/h3>\n                        <p class=\"ui-e-text\"> ETO transformed translation from a scattered support function into a more reliable core function for public service delivery, helping citizens access public information in languages other than English. <\/p>\n                    <\/div>\n\n                                            <div class=\"ui-e-icon\">\n                            <svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>                        <\/div>\n                    \n                    <\/div>\n                <\/li>\n                    <\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-655f24c e-flex e-con-boxed e-con e-parent\" data-id=\"655f24c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-954c3dd e-con-full e-flex e-con e-child\" data-id=\"954c3dd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8d25db5 elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-widget elementor-widget-heading\" data-id=\"8d25db5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Recognition and external validation<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9b0924f elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"9b0924f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-path-to-node=\"1\">ETO's work was recognized across the public sector, technology communities, and artificial intelligence professional circles.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1da99b3 e-con-full e-flex e-con e-child\" data-id=\"1da99b3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-41c4007 e-con-full e-flex e-con e-child\" data-id=\"41c4007\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3d759ee e-con-full e-flex e-con e-child\" data-id=\"3d759ee\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-342b51a e-con-full e-flex e-con e-child\" data-id=\"342b51a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0b3848a e-con-full e-flex e-con e-child\" data-id=\"0b3848a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-b460777 e-con-full e-flex e-con e-child\" data-id=\"b460777\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8698081 e-con-full e-flex e-con e-child\" data-id=\"8698081\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-51533a7 e-con-full e-flex e-con e-child\" data-id=\"51533a7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e5a391a e-con-full e-flex e-con e-child\" data-id=\"e5a391a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a25180 elementor-widget-tablet__width-initial elementor-widget elementor-widget-uicore-logo-grid\" data-id=\"6a25180\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;columns&quot;:&quot;6&quot;,&quot;animate_items&quot;:&quot;ui-e-grid-animate&quot;,&quot;animate_item_type&quot;:&quot;fadeInLeft&quot;,&quot;layout&quot;:&quot;inner-border&quot;}\" data-widget_type=\"uicore-logo-grid.default\">\n\t\t\t\t\t        <div class='ui-e-grid'>\n                    <div class=\"ui-e-wrp\">\n                            <div class='ui-e-animations-wrp elementor-invisible ui-e-item-anim-zoom'>\n                                <a class=\"ui-e-item\" href=\"https:\/\/openai.com\/index\/state-of-minnesota\/?utm_source=clearnord.no\">\n                            <figure class=\"\">\n            <img loading=\"lazy\" decoding=\"async\" width=\"1280\" height=\"348\" src=\"https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/OpenAI_Logo.png\" class=\"attachment-full size-full\" alt=\" : \" srcset=\"https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/OpenAI_Logo.png 1280w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/OpenAI_Logo-300x82.png 300w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/OpenAI_Logo-1024x278.png 1024w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/OpenAI_Logo-768x209.png 768w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/OpenAI_Logo-650x177.png 650w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/>        <\/figure>\n                    <\/a>\n                                <\/div>\n                    <\/div>\n        <div class=\"ui-e-wrp\">\n                            <div class='ui-e-animations-wrp elementor-invisible ui-e-item-anim-zoom'>\n                                <a class=\"ui-e-item\" href=\"https:\/\/sahanjournal.com\/immigration\/minnesota-non-english-languages-census-data\/?utm_source=clearnord.no\">\n                            <figure class=\"\">\n            <img loading=\"lazy\" decoding=\"async\" width=\"2400\" height=\"800\" src=\"https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/sahan.webp\" class=\"attachment-full size-full\" alt=\" : \" srcset=\"https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/sahan.webp 2400w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/sahan-300x100.webp 300w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/sahan-1024x341.webp 1024w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/sahan-768x256.webp 768w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/sahan-1536x512.webp 1536w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/sahan-2048x683.webp 2048w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/sahan-650x217.webp 650w\" sizes=\"(max-width: 2400px) 100vw, 2400px\" \/>        <\/figure>\n                    <\/a>\n                                <\/div>\n                    <\/div>\n        <div class=\"ui-e-wrp\">\n                            <div class='ui-e-animations-wrp elementor-invisible ui-e-item-anim-zoom'>\n                                <a class=\"ui-e-item\" href=\"https:\/\/slator.com\/minnesota-picks-openai-for-ai-translation-and-real-time-interpretation\/?utm_source=clearnord.no\">\n                            <figure class=\"\">\n            <img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"105\" src=\"https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/Slator.webp\" class=\"attachment-full size-full\" alt=\" : \" \/>        <\/figure>\n                    <\/a>\n                                <\/div>\n                    <\/div>\n        <div class=\"ui-e-wrp\">\n                            <div class='ui-e-animations-wrp elementor-invisible ui-e-item-anim-zoom'>\n                                <a class=\"ui-e-item\" href=\"https:\/\/openai.com\/global-affairs\/introducing-chatgpt-gov\/?utm_source=clearnord.no\">\n                            <figure class=\"\">\n            <img loading=\"lazy\" decoding=\"async\" width=\"574\" height=\"166\" src=\"https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/Chatgpt-gov-1.webp\" class=\"attachment-full size-full\" alt=\" : \" srcset=\"https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/Chatgpt-gov-1.webp 574w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/Chatgpt-gov-1-300x87.webp 300w\" sizes=\"(max-width: 574px) 100vw, 574px\" \/>        <\/figure>\n                    <\/a>\n                                <\/div>\n                    <\/div>\n        <div class=\"ui-e-wrp\">\n                            <div class='ui-e-animations-wrp elementor-invisible ui-e-item-anim-zoom'>\n                                <a class=\"ui-e-item\" href=\"https:\/\/mn.gov\/admin\/government\/translations\/?utm_source=clearnord.no\">\n                            <figure class=\"\">\n            <img loading=\"lazy\" decoding=\"async\" width=\"738\" height=\"382\" src=\"https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/Minnesota-logo.webp\" class=\"attachment-full size-full\" alt=\" : \" srcset=\"https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/Minnesota-logo.webp 738w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/Minnesota-logo-300x155.webp 300w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/Minnesota-logo-650x336.webp 650w\" sizes=\"(max-width: 738px) 100vw, 738px\" \/>        <\/figure>\n                    <\/a>\n                                <\/div>\n                    <\/div>\n        <div class=\"ui-e-wrp\">\n                            <div class='ui-e-animations-wrp elementor-invisible ui-e-item-anim-zoom'>\n                                <a class=\"ui-e-item\" href=\"https:\/\/www.nascio.org\/wp-content\/uploads\/2024\/08\/MN_Emerging-and-Innovative-Technologies_2024.pdf?utm_source=clearnord.no\">\n                            <figure class=\"\">\n            <img loading=\"lazy\" decoding=\"async\" width=\"740\" height=\"235\" src=\"https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/MNTECH.webp\" class=\"attachment-full size-full\" alt=\" : \" srcset=\"https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/MNTECH.webp 740w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/MNTECH-300x95.webp 300w, https:\/\/clearnord.no\/wp-content\/uploads\/2026\/05\/MNTECH-650x206.webp 650w\" sizes=\"(max-width: 740px) 100vw, 740px\" \/>        <\/figure>\n                    <\/a>\n                                <\/div>\n                    <\/div>\n        <\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d4e9373 e-flex e-con-boxed e-con e-parent\" data-id=\"d4e9373\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-9c2ea06 e-con-full e-flex e-con e-child\" data-id=\"9c2ea06\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-86504a8 ui-e-a-animate elementor-invisible elementor-widget elementor-widget-highlighted-text\" data-id=\"86504a8\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:300}\" data-widget_type=\"highlighted-text.default\">\n\t\t\t\t\t        <h3 class=\"ui-e--highlighted-text\">\n            <span class=\"ui-e-headline-text elementor-repeater-item-4e9a18a\">Hva betyr dette for en norsk virksomhet?<\/span>        <\/h3>\n    \t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-39b0822 e-con-full e-flex e-con e-child\" data-id=\"39b0822\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-d1c4009 e-con-full e-flex e-con e-child\" data-id=\"d1c4009\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-62fabd5 elementor-widget elementor-widget-text-editor\" data-id=\"62fabd5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Minnesota-modellen skal ikke kopieres som amerikansk organisering. Den b\u00f8r oversettes til norske krav, norske arbeidsprosesser og norske risikobilder.<\/p><p>For norske virksomheter handler l\u00e6rdommen om \u00e5 bygge en kontrollert driftsmodell for spr\u00e5k, KI, mennesker og data. Det betyr at flerspr\u00e5klig kommunikasjon ikke bare behandles som enkeltst\u00e5ende oversettelser, men som en arbeidsprosess med tydelig mottak, vurdering, behandlingsrute, kvalitetssikring, godkjenning og dokumentasjon.<\/p><p>Oversatt til norske behov betyr det:<\/p><p><strong>Dokumenterte behandlingsruter<\/strong><br \/>Innhold m\u00e5 vurderes f\u00f8r det sendes til KI-verkt\u00f8y, leverand\u00f8rer eller interne reviewere. Det gir bedre grunnlag for internkontroll, personvernvurderinger, GDPR-dokumentasjon og tryggere h\u00e5ndtering av sensitive opplysninger.<\/p><p><strong>Terminologikontroll og menneskelig godkjenning<\/strong><br \/>Offentlig kommunikasjon m\u00e5 v\u00e6re korrekt, forst\u00e5elig og tilpasset m\u00e5lgruppen. KI kan st\u00f8tte arbeidet, men fagpersoner m\u00e5 beholde ansvar for betydning, kontekst, terminologi, klarspr\u00e5k og endelig godkjenning.<\/p><p><strong>Riktig skille mellom oversettelse, veiledning og tolk<\/strong><br \/>Ikke alle spr\u00e5kbehov b\u00f8r l\u00f8ses p\u00e5 samme m\u00e5te. Noen behov gjelder skriftlig oversettelse. Andre gjelder flerspr\u00e5klig veiledning. I situasjoner der innbyggeren og virksomheten m\u00e5 forst\u00e5 hverandre forsvarlig, kan behovet gjelde tolk. Arbeidsflyten b\u00f8r derfor st\u00f8tte vurdering av tolkebehov, bruk av kvalifisert tolk, unntaksvurderinger og retningslinjer for bestilling og bruk.<\/p><p><strong>F\u00f8rste steg i Norge<\/strong><br \/>For de fleste virksomheter er ikke f\u00f8rste steg en stor plattformanskaffelse. F\u00f8rste steg er en avgrenset KI- og spr\u00e5keksponeringsanalyse til fast pris, der virksomheten f\u00e5r oversikt over spr\u00e5kflater, verkt\u00f8ybruk, dokumenttyper, dataflyt, risiko og n\u00f8dvendige kontrolltiltak.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3217d01 elementor-align-justify elementor-widget__width-initial elementor-invisible elementor-widget elementor-widget-button\" data-id=\"3217d01\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:&quot;280&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/clearnord.no\/eng\/tjenester\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Se KI- og spr\u00e5keksponeringsanalyse<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e14c84b e-flex e-con-boxed e-con e-parent\" data-id=\"e14c84b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-4bb267b e-con-full e-flex e-con e-child\" data-id=\"4bb267b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4203e3c elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"4203e3c\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:&quot;400&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Vil dere bygge samme kontroll i egen virksomhet?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d380b3a elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"d380b3a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:450}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Avtal en uforpliktende kartleggingssamtale p\u00e5 30 minutter. Vi ser p\u00e5 hvordan KI og spr\u00e5kverkt\u00f8y ber\u00f8rer oversettelse, dokumentarbeid og flerspr\u00e5klig kommunikasjon hos dere, og hvilket avgrenset f\u00f8rste oppdrag som passer best.<\/p><p><br \/>Dere f\u00e5r uansett en kort skriftlig oppsummering av de tre viktigste risikoomr\u00e5dene vi ser.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7206782 e-con-full e-flex e-con e-child\" data-id=\"7206782\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-68eac2d elementor-invisible elementor-widget elementor-widget-button\" data-id=\"68eac2d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:&quot;280&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/cal.eu\/clearnord\" target=\"_blank\" rel=\"noopener\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Schedule a discovery call<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-916a1fd elementor-invisible elementor-widget elementor-widget-button\" data-id=\"916a1fd\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:&quot;280&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/clearnord.no\/eng\/tjenester\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">See our services<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Enterprise Translations Office Fra fragmentert bruk av KI-verkt\u00f8y i kommunikasjonen til effektiv spr\u00e5klig tilgjengelighet Oversettelseskontoret i delstaten Minnesota (Enterprise Translations Office \u2013 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inline_featured_image":false,"footnotes":""},"class_list":["post-1208","page","type-page","status-publish","hentry"],"_hostinger_reach_plugin_has_subscription_block":false,"_hostinger_reach_plugin_is_elementor":false,"_links":{"self":[{"href":"https:\/\/clearnord.no\/eng\/wp-json\/wp\/v2\/pages\/1208","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/clearnord.no\/eng\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/clearnord.no\/eng\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/clearnord.no\/eng\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/clearnord.no\/eng\/wp-json\/wp\/v2\/comments?post=1208"}],"version-history":[{"count":184,"href":"https:\/\/clearnord.no\/eng\/wp-json\/wp\/v2\/pages\/1208\/revisions"}],"predecessor-version":[{"id":3615,"href":"https:\/\/clearnord.no\/eng\/wp-json\/wp\/v2\/pages\/1208\/revisions\/3615"}],"wp:attachment":[{"href":"https:\/\/clearnord.no\/eng\/wp-json\/wp\/v2\/media?parent=1208"}],"curies":[{"name":"WordPerfect","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}