{"id":19185,"date":"2025-06-12T14:22:57","date_gmt":"2025-06-12T14:22:57","guid":{"rendered":"https:\/\/www.novotek.com\/se\/?post_type=insights&#038;p=19185"},"modified":"2025-06-12T19:44:10","modified_gmt":"2025-06-12T19:44:10","slug":"guide-ar-dina-industriella-data-redo-for-ai","status":"publish","type":"insights","link":"https:\/\/www.novotek.com\/se\/insight\/guide-ar-dina-industriella-data-redo-for-ai\/","title":{"rendered":"Guide: \u00c4r dina industriella data redo f\u00f6r AI?"},"content":{"rendered":"<div class=\"container-md paragraph  \">\n<p>Gartner har identifierat <strong><a href=\"https:\/\/www.gartner.com\/en\/articles\/top-technology-trends-2025\" target=\"_blank\" rel=\"noreferrer noopener\"><em>AI som den mest kritiska strategiska teknologin f\u00f6r 2025.<\/em><\/a><\/strong> Men innan du kan dra nytta av AI:s potential m\u00e5ste du st\u00e4lla dig en avg\u00f6rande fr\u00e5ga: &#8221;\u00c4r dina industriella data redo f\u00f6r AI?&#8221;<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>I den h\u00e4r artikeln kommer Martin Paczona (Head of Industrial Data Science, Novotek \u00d6sterrike) att g\u00e5 igenom de viktigaste delarna f\u00f6r att f\u00f6rbereda dina industriella data f\u00f6r AI och vilka steg du kan ta f\u00f6r att maximera dess v\u00e4rde.<\/p>\n<\/div>\n\n<div class=\"container-md separator  \">\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n<\/div>\n\n<div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Martin-profilepicture-circle-border-smaller.jpg\" alt=\"\" class=\"wp-image-19192\" style=\"object-fit:cover;width:75px;height:75px\" srcset=\"https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Martin-profilepicture-circle-border-smaller.jpg 200w, https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Martin-profilepicture-circle-border-smaller-150x150.jpg 150w, https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Martin-profilepicture-circle-border-smaller-86x86.jpg 86w\" sizes=\"auto, (max-width: 200px) 100vw, 200px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p style=\"font-size:14px\"><strong>Skriven av:<\/strong> Martin Paczona &#8211; <em>Head of Industrial Data Science<\/em>, Novotek \u00d6sterrike<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\"><strong><strong>Varf\u00f6r beh\u00f6ver AI h\u00f6gkvalitativa industriella data?<\/strong><\/strong><\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>L\u00e5t oss b\u00f6rja fr\u00e5n b\u00f6rjan! AI-modeller kr\u00e4ver strukturerade och tv\u00e4ttade data, inklusive kontextinformation, f\u00f6r att generera meningsfulla insikter. D\u00e5lig datakvalitet kan leda till flera problem, s\u00e5som partiska modeller, felaktiga prognoser, p\u00e5hittade fakta och begr\u00e4nsad anv\u00e4ndbarhet. D\u00e4rf\u00f6r \u00e4r  f\u00f6ljande punkter viktiga:<\/p>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><strong>Noggrannhet och tillf\u00f6rlitlighet:<\/strong> AI-algoritmer presterar b\u00e4st n\u00e4r de matas med fullst\u00e4ndiga, konsekventa och integritetsrika data.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Effektivitet i beslutsfattande:<\/strong> V\u00e4lorganiserade data m\u00f6jligg\u00f6r realtidsinsikter f\u00f6r smartare beslut och processautomatisering.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Interoperabilitet mellan system:<\/strong> AI fungerar b\u00e4st med integrerade datak\u00e4llor fr\u00e5n IoT-enheter, ERP-system och produktionsdatabaser.<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:35px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container media-text  \">\n<div class=\"wp-block-media-text has-media-on-the-right is-stacked-on-mobile\"><div class=\"wp-block-media-text__content\"><div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\"><strong><strong>Checklista: <\/strong><\/strong><br><strong><strong>Bed\u00f6m mognaden av din data inom industrin<\/strong><\/strong><\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><strong>1. <strong>Datainsamling<\/strong><\/strong><\/p>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li>Samlar du in r\u00e4tt data med r\u00e4tt frekvens fr\u00e5n IoT-sensorer, produktionsutrustning och aff\u00e4rssystem (ERP)?<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>Samlas din data p\u00e5 ett strukturerat och standardiserat s\u00e4tt?<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>\u00c4r din samlande data skalbar?<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><strong>2. <strong>Datainlagring<\/strong><\/strong><\/p>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li>\u00c4r din data l\u00e4ttillg\u00e4nglig?<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>Kan din data n\u00e5s och bearbetas mellan olika avdelningar?<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><strong>3. <strong>Datakvalitet, f\u00f6rberedelse och rensning<\/strong><\/strong><\/p>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li>Finns det luckor, inkonsekvens och redundant data?<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>Har du implementerat processer f\u00f6r datarensning?<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>Inneh\u00e5ller din data kontext?<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>Har du en strategi f\u00f6r att l\u00e4gga till kontext?<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><strong>4. <strong>Realtidsdata vs. historiska data<\/strong><\/strong><\/p>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li>St\u00f6der ditt system realtidsdata f\u00f6r prediktiv analys?<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>\u00c4r din historiska data korrekt arkiverad och \u00e5tkomlig f\u00f6r trendanalys?<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md buttons  \">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><div class=\"container-md button  \">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-novotek-red-background-color has-background wp-element-button\" href=\"https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Interaktiv-Checklista_Ar-din-data-redo-for-AI.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Ladda ner din interaktiva checklista h\u00e4r!<\/a><\/div>\n<\/div><\/div>\n<\/div><\/div><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"817\" height=\"1024\" src=\"https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Checklista-AI-redo-Data-817x1024.png\" alt=\"\" class=\"wp-image-19198 size-full\" srcset=\"https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Checklista-AI-redo-Data-817x1024.png 817w, https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Checklista-AI-redo-Data-239x300.png 239w, https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Checklista-AI-redo-Data-768x962.png 768w, https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Checklista-AI-redo-Data-69x86.png 69w, https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Checklista-AI-redo-Data-286x358.png 286w, https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Checklista-AI-redo-Data-591x740.png 591w, https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Checklista-AI-redo-Data.png 1024w\" sizes=\"auto, (max-width: 817px) 100vw, 817px\" \/><\/figure><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\"><strong>AI-anpassning: Vanliga utmaningar och hur du \u00f6vervinner dem<\/strong><\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>F\u00f6rbered dig p\u00e5 de vanligaste utmaningarna:<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><strong><strong>Datasilos och brist p\u00e5 interoperabilitet<\/strong> \u27a1\ufe0f L\u00f6sning:<\/strong> Implementera en integrerad dataplattform som konsoliderar data fr\u00e5n flera k\u00e4llor. Ett exempel \u00e4r Industrial DataOps-l\u00f6sningen <em><a href=\"https:\/\/www.novotek.com\/se\/losningar-och-produkter\/dataops\/intelligence-hub\/\">HighByte Intelligence Hub<\/a><\/em>.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><strong><strong>D\u00e5lig datakvalitet<\/strong> \u27a1\ufe0f <strong>L\u00f6sning<\/strong>:<\/strong> Anv\u00e4nd AI-drivna verktyg f\u00f6r datarensning f\u00f6r att eliminera fel och inkonsekvenser.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><strong><strong>Motst\u00e5nd mot AI-anv\u00e4ndning<\/strong> \u27a1\ufe0f L\u00f6sning:<\/strong> Utbilda team om AI:s f\u00f6rdelar och erbjud praktisk tr\u00e4ning.<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\"><strong><strong>4 anv\u00e4ndningsfall f\u00f6r AI inom industrin<\/strong><\/strong><\/h2>\n<\/div>\n\n<div class=\"container-md columns  \">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Energy-blue.png\" alt=\"\" class=\"wp-image-19189\" style=\"object-fit:cover;width:50px;height:50px\" srcset=\"https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Energy-blue.png 500w, https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Energy-blue-300x300.png 300w, https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Energy-blue-150x150.png 150w, https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Energy-blue-86x86.png 86w, https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Energy-blue-306x306.png 306w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading\"><strong><strong>Energioptimering<\/strong><\/strong><\/h3>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>AI f\u00f6rutsp\u00e5r hur du kan optimera energif\u00f6rbrukningen upp till 15% genom att titta p\u00e5 v\u00e4derprognoser, timpriser p\u00e5 energi osv. <\/p>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/www.novotek.com\/co-uk\/wp-content\/uploads\/sites\/7\/Quality-blue.png\" alt=\"\" class=\"wp-image-6973\" style=\"object-fit:cover;width:50px;height:50px\"\/><\/figure>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading\"><strong><strong>Kvalitetsprognos<\/strong><\/strong><\/h3>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>AI f\u00f6rutsp\u00e5r kvalitets-KPI:er i en kabeltillverkningsmaskin i realtid, vilket minskar spillet i produktionen.<\/p>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md columns  \">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Sensor-blue.png\" alt=\"\" class=\"wp-image-19191\" style=\"object-fit:cover;width:50px;height:50px\" srcset=\"https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Sensor-blue.png 500w, https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Sensor-blue-300x300.png 300w, https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Sensor-blue-150x150.png 150w, https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Sensor-blue-86x86.png 86w, https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Sensor-blue-306x306.png 306w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading\"><strong>Soft-Sensor<\/strong><\/h3>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>AI f\u00f6rutsp\u00e5r \u00e5ldring av sensorer i ett reningsverk f\u00f6r att f\u00f6rl\u00e4nga underh\u00e5llsintervallen.<\/p>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/PM-blue.png\" alt=\"\" class=\"wp-image-19190\" style=\"object-fit:cover;width:50px;height:50px\" srcset=\"https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/PM-blue.png 500w, https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/PM-blue-300x300.png 300w, https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/PM-blue-150x150.png 150w, https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/PM-blue-86x86.png 86w, https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/PM-blue-306x306.png 306w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h4 class=\"wp-block-heading\"><strong>Prediktivt underh\u00e5ll<\/strong><\/h4>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>AI uppt\u00e4cker avvikelser hos en produktionsrobot genom att analysera processtider, vilket minskar stillest\u00e5nd och \u00f6kar produktkvaliteten.<\/p>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\"><strong>AI-datakonsultation<\/strong><\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Vill du ha hj\u00e4lp med att utv\u00e4rdera hur redo du \u00e4r f\u00f6r AI eller utforska olika anv\u00e4ndningsomr\u00e5den?<br>Du kan alltid kontakta oss!<br>Fyll i formul\u00e4ret eller hitta mer detaljerad information nedan.<\/p>\n<\/div>\n\n<div class=\"container-md form  \"><script type=\"text\/javascript\">\n\/* <![CDATA[ *\/\nvar gform;gform||(document.addEventListener(\"gform_main_scripts_loaded\",function(){gform.scriptsLoaded=!0}),document.addEventListener(\"gform\/theme\/scripts_loaded\",function(){gform.themeScriptsLoaded=!0}),window.addEventListener(\"DOMContentLoaded\",function(){gform.domLoaded=!0}),gform={domLoaded:!1,scriptsLoaded:!1,themeScriptsLoaded:!1,isFormEditor:()=>\"function\"==typeof InitializeEditor,callIfLoaded:function(o){return!(!gform.domLoaded||!gform.scriptsLoaded||!gform.themeScriptsLoaded&&!gform.isFormEditor()||(gform.isFormEditor()&&console.warn(\"The use of gform.initializeOnLoaded() is deprecated in the form editor context and will be removed in Gravity Forms 3.1.\"),o(),0))},initializeOnLoaded:function(o){gform.callIfLoaded(o)||(document.addEventListener(\"gform_main_scripts_loaded\",()=>{gform.scriptsLoaded=!0,gform.callIfLoaded(o)}),document.addEventListener(\"gform\/theme\/scripts_loaded\",()=>{gform.themeScriptsLoaded=!0,gform.callIfLoaded(o)}),window.addEventListener(\"DOMContentLoaded\",()=>{gform.domLoaded=!0,gform.callIfLoaded(o)}))},hooks:{action:{},filter:{}},addAction:function(o,r,e,t){gform.addHook(\"action\",o,r,e,t)},addFilter:function(o,r,e,t){gform.addHook(\"filter\",o,r,e,t)},doAction:function(o){gform.doHook(\"action\",o,arguments)},applyFilters:function(o){return gform.doHook(\"filter\",o,arguments)},removeAction:function(o,r){gform.removeHook(\"action\",o,r)},removeFilter:function(o,r,e){gform.removeHook(\"filter\",o,r,e)},addHook:function(o,r,e,t,n){null==gform.hooks[o][r]&&(gform.hooks[o][r]=[]);var d=gform.hooks[o][r];null==n&&(n=r+\"_\"+d.length),gform.hooks[o][r].push({tag:n,callable:e,priority:t=null==t?10:t})},doHook:function(r,o,e){var t;if(e=Array.prototype.slice.call(e,1),null!=gform.hooks[r][o]&&((o=gform.hooks[r][o]).sort(function(o,r){return o.priority-r.priority}),o.forEach(function(o){\"function\"!=typeof(t=o.callable)&&(t=window[t]),\"action\"==r?t.apply(null,e):e[0]=t.apply(null,e)})),\"filter\"==r)return e[0]},removeHook:function(o,r,t,n){var e;null!=gform.hooks[o][r]&&(e=(e=gform.hooks[o][r]).filter(function(o,r,e){return!!(null!=n&&n!=o.tag||null!=t&&t!=o.priority)}),gform.hooks[o][r]=e)}});\n\/* ]]> *\/\n<\/script>\n\n                <div class='gf_browser_gecko gform_wrapper gravity-theme gform-theme--no-framework' data-form-theme='gravity-theme' data-form-index='0' id='gform_wrapper_1' >\n                        <div class='gform_heading'>\n                            <h2 class=\"gform_title\">Skriv till oss<\/h2>\n                            <p class='gform_description'><\/p>\n                        <\/div><form method='post' enctype='multipart\/form-data'  id='gform_1'  action='\/se\/wp-json\/wp\/v2\/insights\/19185' data-formid='1' novalidate>\n                        <div class='gform-body gform_body'><div id='gform_fields_1' class='gform_fields top_label form_sublabel_below description_below validation_below'><div id=\"field_1_2\" class=\"gfield gfield--type-text gfield--input-type-text field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_2'>Namn<\/label><div class='ginput_container ginput_container_text'><input name='input_2' id='input_1_2' type='text' value='' class='large'    placeholder='Ditt namn'  aria-invalid=\"false\"   \/><\/div><\/div><div id=\"field_1_3\" class=\"gfield gfield--type-email gfield--input-type-email field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_3'>E-post<\/label><div class='ginput_container ginput_container_email'>\n                            <input name='input_3' id='input_1_3' type='email' value='' class='large'   placeholder='dittnamn@mail.com'  aria-invalid=\"false\"  \/>\n                        <\/div><\/div><div id=\"field_1_4\" class=\"gfield gfield--type-phone gfield--input-type-phone field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_4'>Telefon<\/label><div class='ginput_container ginput_container_phone'><input name='input_4' id='input_1_4' type='tel' value='' class='large'  placeholder='070123456789'  aria-invalid=\"false\"   \/><\/div><\/div><div id=\"field_1_5\" class=\"gfield gfield--type-textarea gfield--input-type-textarea field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_5'>Meddelanden<\/label><div class='ginput_container ginput_container_textarea'><textarea name='input_5' id='input_1_5' class='textarea large'    placeholder='Ditt meddelande'  aria-invalid=\"false\"   rows='10' cols='50'><\/textarea><\/div><\/div><fieldset id=\"field_1_6\" class=\"gfield gfield--type-consent gfield--type-choice gfield--input-type-consent field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><legend class='gfield_label gform-field-label gfield_label_before_complex' >Samtycke<\/legend><div class='ginput_container ginput_container_consent'><input name='input_6.1' id='input_1_6_1' type='checkbox' value='1'    aria-invalid=\"false\"   \/> <label class=\"gform-field-label gform-field-label--type-inline gfield_consent_label\" for='input_1_6_1' >H\u00e4rmed godk\u00e4nner jag Novoteks personuppgiftspolicy.<\/label><input type='hidden' name='input_6.2' value='H\u00e4rmed godk\u00e4nner jag Novoteks personuppgiftspolicy.' class='gform_hidden' \/><input type='hidden' name='input_6.3' value='1' class='gform_hidden' \/><\/div><\/fieldset><\/div><\/div>\n        <div class='gform-footer gform_footer top_label'> <input type='submit' id='gform_submit_button_1' class='gform_button button' onclick='gform.submission.handleButtonClick(this);' data-submission-type='submit' value='Skicka'  \/> \n            <input type='hidden' class='gform_hidden' name='gform_submission_method' data-js='gform_submission_method_1' value='postback' \/>\n            <input type='hidden' class='gform_hidden' name='gform_theme' data-js='gform_theme_1' id='gform_theme_1' value='gravity-theme' \/>\n            <input type='hidden' class='gform_hidden' name='gform_style_settings' data-js='gform_style_settings_1' id='gform_style_settings_1' value='{&quot;inputPrimaryColor&quot;:&quot;#204ce5&quot;}' \/>\n            <input type='hidden' class='gform_hidden' name='is_submit_1' value='1' \/>\n            <input type='hidden' class='gform_hidden' name='gform_submit' value='1' \/>\n            \n            <input type='hidden' class='gform_hidden' name='gform_currency' data-currency='SEK' value='lU+A93lkohtPL0PivTd68V3d1BoL\/zgYAa9lWh7M+eTZFeFqj9+0mWXPWygkTFLa\/vuhwbwrkoU7lpZGg76TytbxAHtdxXZd45jAFU1royL7sUY=' \/>\n            <input type='hidden' class='gform_hidden' name='gform_unique_id' value='' \/>\n            <input type='hidden' class='gform_hidden' name='state_1' value='WyJ7XCI2LjFcIjpcIjc5YWY0ZGIxOTI0ZjQxOTcwMDgzN2RlYmVlOTE2MGM4XCIsXCI2LjJcIjpcImRkODYwYTJjZTJkYjdlNzRkZDhhYmMzYzhlN2NmNTg2XCIsXCI2LjNcIjpcIjc5YWY0ZGIxOTI0ZjQxOTcwMDgzN2RlYmVlOTE2MGM4XCJ9IiwiNGM4NDA2YjRmMWFkYTlhNGJiYjRlNmVmODQzYzZlYzgiXQ==' \/>\n            <input type='hidden' autocomplete='off' class='gform_hidden' name='gform_target_page_number_1' id='gform_target_page_number_1' value='0' \/>\n            <input type='hidden' autocomplete='off' class='gform_hidden' name='gform_source_page_number_1' id='gform_source_page_number_1' value='1' \/>\n            <input type='hidden' name='gform_field_values' value='' \/>\n            \n        <\/div>\n                        <\/form>\n                        <\/div><script type=\"text\/javascript\">\n\/* <![CDATA[ *\/\ndocument.addEventListener( \"DOMContentLoaded\", function() {  gform.initializeOnLoaded( function() {gformInitSpinner( 1, 'https:\/\/www.novotek.com\/se\/wp-content\/plugins\/gravityforms\/images\/spinner.svg', true );jQuery('#gform_ajax_frame_1').on('load',function(){var contents = jQuery(this).contents().find('*').html();var is_postback = contents.indexOf('GF_AJAX_POSTBACK') >= 0;if(!is_postback){return;}var form_content = jQuery(this).contents().find('#gform_wrapper_1');var is_confirmation = jQuery(this).contents().find('#gform_confirmation_wrapper_1').length > 0;var is_redirect = contents.indexOf('gformRedirect(){') >= 0;var is_form = form_content.length > 0 && ! is_redirect && ! is_confirmation;var mt = parseInt(jQuery('html').css('margin-top'), 10) + parseInt(jQuery('body').css('margin-top'), 10) + 100;if(is_form){jQuery('#gform_wrapper_1').html(form_content.html());if(form_content.hasClass('gform_validation_error')){jQuery('#gform_wrapper_1').addClass('gform_validation_error');} else {jQuery('#gform_wrapper_1').removeClass('gform_validation_error');}setTimeout( function() { \/* delay the scroll by 50 milliseconds to fix a bug in chrome *\/  }, 50 );if(window['gformInitDatepicker']) {gformInitDatepicker();}if(window['gformInitPriceFields']) {gformInitPriceFields();}var current_page = jQuery('#gform_source_page_number_1').val();gformInitSpinner( 1, 'https:\/\/www.novotek.com\/se\/wp-content\/plugins\/gravityforms\/images\/spinner.svg', true );jQuery(document).trigger('gform_page_loaded', [1, current_page]);window['gf_submitting_1'] = false;}else if(!is_redirect){var confirmation_content = jQuery(this).contents().find('.GF_AJAX_POSTBACK').html();if(!confirmation_content){confirmation_content = contents;}jQuery('#gform_wrapper_1').replaceWith(confirmation_content);jQuery(document).trigger('gform_confirmation_loaded', [1]);window['gf_submitting_1'] = false;wp.a11y.speak(jQuery('#gform_confirmation_message_1').text());}else{jQuery('#gform_1').append(contents);if(window['gformRedirect']) {gformRedirect();}}jQuery(document).trigger(\"gform_pre_post_render\", [{ formId: \"1\", currentPage: \"current_page\", abort: function() { this.preventDefault(); } }]);        if (event && event.defaultPrevented) {                return;        }        const gformWrapperDiv = document.getElementById( \"gform_wrapper_1\" );        if ( gformWrapperDiv ) {            const visibilitySpan = document.createElement( \"span\" );            visibilitySpan.id = \"gform_visibility_test_1\";            gformWrapperDiv.insertAdjacentElement( \"afterend\", visibilitySpan );        }        const visibilityTestDiv = document.getElementById( \"gform_visibility_test_1\" );        let postRenderFired = false;        function triggerPostRender() {            if ( postRenderFired ) {                return;            }            postRenderFired = true;            gform.core.triggerPostRenderEvents( 1, current_page );            if ( visibilityTestDiv ) {                visibilityTestDiv.parentNode.removeChild( visibilityTestDiv );            }        }        function debounce( func, wait, immediate ) {            var timeout;            return function() {                var context = this, args = arguments;                var later = function() {                    timeout = null;                    if ( !immediate ) func.apply( context, args );                };                var callNow = immediate && !timeout;                clearTimeout( timeout );                timeout = setTimeout( later, wait );                if ( callNow ) func.apply( context, args );            };        }        const debouncedTriggerPostRender = debounce( function() {            triggerPostRender();        }, 200 );        if ( visibilityTestDiv && visibilityTestDiv.offsetParent === null ) {            const observer = new MutationObserver( ( mutations ) => {                mutations.forEach( ( mutation ) => {                    if ( mutation.type === 'attributes' && visibilityTestDiv.offsetParent !== null ) {                        debouncedTriggerPostRender();                        observer.disconnect();                    }                });            });            observer.observe( document.body, {                attributes: true,                childList: false,                subtree: true,                attributeFilter: [ 'style', 'class' ],            });        } else {            triggerPostRender();        }    } );} );  }, false );\n\/* ]]> *\/\n<\/script>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>\u00c4r dina industriella data redo f\u00f6r AI? Vanliga utmaningar vid AI-anpassning inom industrin och 4 anv\u00e4ndningsfall. Ladda ner v\u00e5r checklista.<\/p>\n","protected":false},"featured_media":0,"template":"","insight_category":[],"class_list":["post-19185","insights","type-insights","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Guide: \u00c4r dina industriella data redo f\u00f6r AI? - Novotek Sverige AB<\/title>\n<meta name=\"description\" content=\"\u00c4r dina industriella data redo f\u00f6r AI? Vanliga utmaningar vid AI-anpassning inom industrin och 4 anv\u00e4ndningsfall. Ladda ner v\u00e5r checklista.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.novotek.com\/se\/insight\/guide-ar-dina-industriella-data-redo-for-ai\/\" \/>\n<meta property=\"og:locale\" content=\"sv_SE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Guide: \u00c4r dina industriella data redo f\u00f6r AI? - Novotek Sverige AB\" \/>\n<meta property=\"og:description\" content=\"\u00c4r dina industriella data redo f\u00f6r AI? Vanliga utmaningar vid AI-anpassning inom industrin och 4 anv\u00e4ndningsfall. Ladda ner v\u00e5r checklista.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.novotek.com\/se\/insight\/guide-ar-dina-industriella-data-redo-for-ai\/\" \/>\n<meta property=\"og:site_name\" content=\"Novotek Sverige AB\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-12T19:44:10+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Martin-profilepicture-circle-border-smaller.jpg.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"200\" \/>\n\t<meta property=\"og:image:height\" content=\"200\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Ber\u00e4knad l\u00e4stid\" \/>\n\t<meta name=\"twitter:data1\" content=\"4 minuter\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.novotek.com\\\/se\\\/insight\\\/guide-ar-dina-industriella-data-redo-for-ai\\\/\",\"url\":\"https:\\\/\\\/www.novotek.com\\\/se\\\/insight\\\/guide-ar-dina-industriella-data-redo-for-ai\\\/\",\"name\":\"Guide: \u00c4r dina industriella data redo f\u00f6r AI? - Novotek Sverige AB\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.novotek.com\\\/se\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.novotek.com\\\/se\\\/insight\\\/guide-ar-dina-industriella-data-redo-for-ai\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.novotek.com\\\/se\\\/insight\\\/guide-ar-dina-industriella-data-redo-for-ai\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.novotek.com\\\/se\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/Startpage\\\/Insights\\\/AI\\\/Martin-profilepicture-circle-border-smaller.jpg\",\"datePublished\":\"2025-06-12T14:22:57+00:00\",\"dateModified\":\"2025-06-12T19:44:10+00:00\",\"description\":\"\u00c4r dina industriella data redo f\u00f6r AI? Vanliga utmaningar vid AI-anpassning inom industrin och 4 anv\u00e4ndningsfall. Ladda ner v\u00e5r checklista.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.novotek.com\\\/se\\\/insight\\\/guide-ar-dina-industriella-data-redo-for-ai\\\/#breadcrumb\"},\"inLanguage\":\"sv-SE\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.novotek.com\\\/se\\\/insight\\\/guide-ar-dina-industriella-data-redo-for-ai\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"sv-SE\",\"@id\":\"https:\\\/\\\/www.novotek.com\\\/se\\\/insight\\\/guide-ar-dina-industriella-data-redo-for-ai\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.novotek.com\\\/se\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/Startpage\\\/Insights\\\/AI\\\/Martin-profilepicture-circle-border-smaller.jpg.webp\",\"contentUrl\":\"https:\\\/\\\/www.novotek.com\\\/se\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/Startpage\\\/Insights\\\/AI\\\/Martin-profilepicture-circle-border-smaller.jpg.webp\",\"width\":200,\"height\":200},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.novotek.com\\\/se\\\/insight\\\/guide-ar-dina-industriella-data-redo-for-ai\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.novotek.com\\\/se\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Guide: \u00c4r dina industriella data redo f\u00f6r AI?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.novotek.com\\\/se\\\/#website\",\"url\":\"https:\\\/\\\/www.novotek.com\\\/se\\\/\",\"name\":\"Novotek Sverige AB\",\"description\":\"Connect - Digitalize - Optimize\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.novotek.com\\\/se\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"sv-SE\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Guide: \u00c4r dina industriella data redo f\u00f6r AI? - Novotek Sverige AB","description":"\u00c4r dina industriella data redo f\u00f6r AI? Vanliga utmaningar vid AI-anpassning inom industrin och 4 anv\u00e4ndningsfall. Ladda ner v\u00e5r checklista.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.novotek.com\/se\/insight\/guide-ar-dina-industriella-data-redo-for-ai\/","og_locale":"sv_SE","og_type":"article","og_title":"Guide: \u00c4r dina industriella data redo f\u00f6r AI? - Novotek Sverige AB","og_description":"\u00c4r dina industriella data redo f\u00f6r AI? Vanliga utmaningar vid AI-anpassning inom industrin och 4 anv\u00e4ndningsfall. Ladda ner v\u00e5r checklista.","og_url":"https:\/\/www.novotek.com\/se\/insight\/guide-ar-dina-industriella-data-redo-for-ai\/","og_site_name":"Novotek Sverige AB","article_modified_time":"2025-06-12T19:44:10+00:00","og_image":[{"width":200,"height":200,"url":"https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Martin-profilepicture-circle-border-smaller.jpg.webp","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Ber\u00e4knad l\u00e4stid":"4 minuter"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.novotek.com\/se\/insight\/guide-ar-dina-industriella-data-redo-for-ai\/","url":"https:\/\/www.novotek.com\/se\/insight\/guide-ar-dina-industriella-data-redo-for-ai\/","name":"Guide: \u00c4r dina industriella data redo f\u00f6r AI? - Novotek Sverige AB","isPartOf":{"@id":"https:\/\/www.novotek.com\/se\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.novotek.com\/se\/insight\/guide-ar-dina-industriella-data-redo-for-ai\/#primaryimage"},"image":{"@id":"https:\/\/www.novotek.com\/se\/insight\/guide-ar-dina-industriella-data-redo-for-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Martin-profilepicture-circle-border-smaller.jpg","datePublished":"2025-06-12T14:22:57+00:00","dateModified":"2025-06-12T19:44:10+00:00","description":"\u00c4r dina industriella data redo f\u00f6r AI? Vanliga utmaningar vid AI-anpassning inom industrin och 4 anv\u00e4ndningsfall. Ladda ner v\u00e5r checklista.","breadcrumb":{"@id":"https:\/\/www.novotek.com\/se\/insight\/guide-ar-dina-industriella-data-redo-for-ai\/#breadcrumb"},"inLanguage":"sv-SE","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.novotek.com\/se\/insight\/guide-ar-dina-industriella-data-redo-for-ai\/"]}]},{"@type":"ImageObject","inLanguage":"sv-SE","@id":"https:\/\/www.novotek.com\/se\/insight\/guide-ar-dina-industriella-data-redo-for-ai\/#primaryimage","url":"https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Martin-profilepicture-circle-border-smaller.jpg.webp","contentUrl":"https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Startpage\/Insights\/AI\/Martin-profilepicture-circle-border-smaller.jpg.webp","width":200,"height":200},{"@type":"BreadcrumbList","@id":"https:\/\/www.novotek.com\/se\/insight\/guide-ar-dina-industriella-data-redo-for-ai\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.novotek.com\/se\/"},{"@type":"ListItem","position":2,"name":"Guide: \u00c4r dina industriella data redo f\u00f6r AI?"}]},{"@type":"WebSite","@id":"https:\/\/www.novotek.com\/se\/#website","url":"https:\/\/www.novotek.com\/se\/","name":"Novotek Sverige AB","description":"Connect - Digitalize - Optimize","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.novotek.com\/se\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"sv-SE"}]}},"_links":{"self":[{"href":"https:\/\/www.novotek.com\/se\/wp-json\/wp\/v2\/insights\/19185","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.novotek.com\/se\/wp-json\/wp\/v2\/insights"}],"about":[{"href":"https:\/\/www.novotek.com\/se\/wp-json\/wp\/v2\/types\/insights"}],"wp:attachment":[{"href":"https:\/\/www.novotek.com\/se\/wp-json\/wp\/v2\/media?parent=19185"}],"wp:term":[{"taxonomy":"insight_category","embeddable":true,"href":"https:\/\/www.novotek.com\/se\/wp-json\/wp\/v2\/insight_category?post=19185"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}