{"id":21784,"date":"2026-05-21T12:28:29","date_gmt":"2026-05-21T12:28:29","guid":{"rendered":"https:\/\/www.novotek.com\/se\/?post_type=insights&#038;p=21784"},"modified":"2026-05-21T13:14:44","modified_gmt":"2026-05-21T13:14:44","slug":"vad-ar-dataops","status":"publish","type":"insights","link":"https:\/\/www.novotek.com\/se\/insight\/vad-ar-dataops\/","title":{"rendered":"Vad \u00e4r DataOps?"},"content":{"rendered":"<div class=\"container-md image  \">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"427\" src=\"https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Products_and_Solutions\/Solutions\/DataOps\/AdobeStock_419550081-DataOps-1920x800px-1024x427.jpg\" alt=\"DataOps Novotek\" class=\"wp-image-13868\" srcset=\"https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Products_and_Solutions\/Solutions\/DataOps\/AdobeStock_419550081-DataOps-1920x800px-1024x427.jpg 1024w, https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Products_and_Solutions\/Solutions\/DataOps\/AdobeStock_419550081-DataOps-1920x800px-300x125.jpg 300w, https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Products_and_Solutions\/Solutions\/DataOps\/AdobeStock_419550081-DataOps-1920x800px-768x320.jpg 768w, https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Products_and_Solutions\/Solutions\/DataOps\/AdobeStock_419550081-DataOps-1920x800px-1536x640.jpg 1536w, https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Products_and_Solutions\/Solutions\/DataOps\/AdobeStock_419550081-DataOps-1920x800px.jpg 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"wp-block-paragraph\">Vad \u00e4r egentligen DataOps, och hur anv\u00e4nds det i praktiken? I den h\u00e4r artikeln guidar vi dig genom grunderna och visar hur en modern DataOps\u2011l\u00f6sning kan se ut.<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md group  \">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md paragraph  \">\n<p class=\"wp-block-paragraph\"><strong>Inneh\u00e5ll i artikeln (klicka f\u00f6r att hoppa direkt dit):<\/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><a href=\"#h1\">Vad \u00e4r DataOps?<\/a><\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><a href=\"#h2\">Hur anv\u00e4nds DataOps?<\/a><\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><a href=\"#h3\">V\u00e5r DataOps-l\u00f6sning<\/a><\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><a href=\"#h4\">Skriv till oss<\/a><\/li>\n<\/div><\/ul>\n<\/div><\/div>\n<\/div><\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 id=\"h1\" class=\"wp-block-heading has-novotek-dark-red-color has-text-color has-link-color wp-elements-4e3c3a87d78a06a14d98e17c472855f7\" style=\"font-size:15px\">VAD \u00c4R DATAOPS? <\/h2>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading has-medium-font-size\">G\u00f6r OT-data mer l\u00e4ttillg\u00e4ngligt<\/h3>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"wp-block-paragraph\">DataOps kommer fr\u00e5n ordet &#8221;<strong>Data Operations<\/strong>&#8221;. Det \u00e4r ett tillv\u00e4gag\u00e5ngss\u00e4tt som g\u00f6r <strong>OT-data<\/strong> fr\u00e5n maskiner och produktionsutrustning <strong>mer tillg\u00e4nglig<\/strong> och <strong>enklare att analysera<\/strong> vid beslutsprocesser.<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:50px\" aria-hidden=\"true\" id=\"h2\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading has-novotek-dark-red-color has-text-color has-link-color wp-elements-0364bd7b2bb6e3faca1b208143d1c0f6\" style=\"font-size:15px\">HUR ANV\u00c4NDS DATAOPS?<\/h2>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading\">Samla, strukturera och distribuera data<\/h3>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"wp-block-paragraph\">En av industrins stora utmaningar idag \u00e4r att industrielldata ofta saknar struktur. Data fr\u00e5n till exempel en processmaskin kan inneh\u00e5lla taggar\/signaler fr\u00e5n styrsystemet, men kan sakna &#8221;metadata&#8221; som plats, typ och funktion. Dessutom kan det skilja p\u00e5 namngivning mellan maskiner och system och detta kan skapa utmaningar n\u00e4r fabriker, maskiner, processer och produkter ska analyseras tillsammans.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"wp-block-paragraph\">D\u00e4rf\u00f6r b\u00f6r du anv\u00e4nda v\u00e5r DataOps-l\u00f6sning, som kan data fr\u00e5n flera k\u00e4llor (OPC, MQTT, SQL etc.) eller system sammanst\u00e4llas, kontextualiseras, struktureras och distribueras lokalt (on the Edge) i ett<a href=\"https:\/\/www.novotek.com\/se\/insight\/vad-ar-unified-namespace-uns\/\"> <\/a><strong><a href=\"https:\/\/www.novotek.com\/se\/insight\/vad-ar-unified-namespace-uns\/\">Unified Namespace<\/a> (<a href=\"https:\/\/www.novotek.com\/se\/insight\/vad-ar-unified-namespace-uns\/\">UNS<\/a>) <\/strong>eller i Cloud.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"has-background wp-block-paragraph\" style=\"background-color:#f2f2f2\"><strong>L\u00e4s \u00e4ven:<\/strong> <a href=\"https:\/\/www.novotek.com\/se\/nyheter\/files\/vad-ar-unified-namespace\/\" id=\"10557\" target=\"_blank\" rel=\"noreferrer noopener\">Vad \u00e4r Unified Namespace (UNS)?<\/a><\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:70px\" aria-hidden=\"true\" id=\"h3\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container media-text  align\">\n<div class=\"wp-block-media-text has-media-on-the-right is-stacked-on-mobile\" style=\"grid-template-columns:auto 46%\"><div class=\"wp-block-media-text__content\"><div class=\"container-md heading  \">\n<h2 id=\"h-hur-fungerar-intelligence-hub\" class=\"wp-block-heading has-text-color\" style=\"color:#ab192d;font-size:15px\">V\u00c5R DATAOPS L\u00d6SNING<\/h2>\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<h3 id=\"h-highbytes-intelligence-hub-ar-gjord-for-industri\" class=\"wp-block-heading has-medium-font-size\"><strong>Ansluter sig till datak\u00e4llor med ostrukturerade data<\/strong>:<\/h3>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li>PLC-system m.m. via OPC<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>Databaser via SQL<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>Andra system via MQTT REST<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>Cloud via API, IOT core och IOT green grass<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h3 id=\"h-uppna-industri-4-0-med-unified-namespace\" class=\"wp-block-heading has-medium-font-size\"><strong>Strukturerar data p\u00e5 olika s\u00e4tt:<\/strong><\/h3>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li>Fysisk modell (Enterprise\/Site\/Area\/Line\/Cell\/Asset)<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><span style=\"color: initial\">Objektmodell<\/span> <span style=\"color: initial\">(Pump\/Motor\/Fyllmaskin\/panna)<\/span><\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><span style=\"color: initial\">Funktionsmodell (Energiuppf\u00f6ljning\/R\u00e5varuf\u00f6rbrukning\/Kassation\/OEE)<\/span><\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><span style=\"color: initial\">ERP modell<\/span><\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>Andra strukturer<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h3 id=\"h-highbytes-intelligence-hub-ar-gjord-for-industri\" class=\"wp-block-heading has-medium-font-size\"><strong>Distribuerar strukturerad data<\/strong>:<\/h3>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li>Lokalt (on the Edge)<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>Cloud (Microsoft, Google och AWS)<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>Unified Namespace (UNS)<\/li>\n<\/div><\/ul>\n<\/div><\/div><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1024\" src=\"https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/sites\/2\/Products_and_Solutions\/Products\/HighByte_IntelligenceHub\/Illustration-onpage-IntelligenceHub-floor-to-cloud-768x1024.png\" alt=\"Grafik \u00f6ver hur Intelligence Hub fr\u00e5n Highbyte fungerar\" class=\"wp-image-14352 size-full\" srcset=\"https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Products_and_Solutions\/Products\/HighByte_IntelligenceHub\/Illustration-onpage-IntelligenceHub-floor-to-cloud-768x1024.png 768w, https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Products_and_Solutions\/Products\/HighByte_IntelligenceHub\/Illustration-onpage-IntelligenceHub-floor-to-cloud-225x300.png 225w, https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Products_and_Solutions\/Products\/HighByte_IntelligenceHub\/Illustration-onpage-IntelligenceHub-floor-to-cloud-1152x1536.png 1152w, https:\/\/www.novotek.com\/se\/wp-content\/uploads\/sites\/2\/Products_and_Solutions\/Products\/HighByte_IntelligenceHub\/Illustration-onpage-IntelligenceHub-floor-to-cloud-1536x2048.png 1536w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/figure><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:70px\" aria-hidden=\"true\" id=\"Med-DataOps-f\u00e5r-du\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading has-text-align-center\">V\u00e5r DataOps-produkt<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"wp-block-paragraph\">Tillsammans med v\u00e5r leverant\u00f6r HighByte levererar vi Intelligence Hub, den f\u00f6rsta&nbsp;DataOps-l\u00f6sningen&nbsp;av sitt slag och m\u00f6jligg\u00f6r&nbsp;Unified Namespace&nbsp;samt lagring i&nbsp;Cloud. En produkt perfekt f\u00f6r dig som vill strukturera och skala upp mycket data snabbt,&nbsp;utan att beh\u00f6va anv\u00e4nda kod<strong>.<\/strong><\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/www.novotek.com\/se\/losningar-och-produkter\/dataops\/\" id=\"13781\">Intelligence Hub<\/a> passar dig som:<\/strong>&nbsp;<br>hanterar mycket data, har m\u00e5nga fabriker och vill anv\u00e4nda Cloud-milj\u00f6.<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md buttons  \">\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-fe48e5de wp-block-buttons-is-layout-flex\"><div class=\"container-md button  \">\n<div class=\"wp-block-button centered\"><a class=\"wp-block-button__link has-background wp-element-button\" href=\"https:\/\/www.novotek.com\/se\/losningar-och-produkter\/dataops\/\" style=\"background-color:#e70029\">L\u00e4s mer om produkten h\u00e4r<\/a><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"wp-block-paragraph\">Du kan \u00e4ven l\u00e4sa mer om <strong>Intelligence Hub<\/strong> p\u00e5<strong> <a href=\"https:\/\/www.highbyte.com\/intelligence-hub.html\">HighBytes egen hemsida<\/a>.<\/strong><\/p>\n<\/div>\n\n<div class=\"container-md columns  alignwide\">\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-8f761849 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 heading  \">\n<h4 id=\"h-se-rob-ex-scheduler-in-action\" class=\"wp-block-heading\">Hur kan du anv\u00e4nda Intelligence Hub? <\/h4>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"wp-block-paragraph\">Titta p\u00e5 videon f\u00f6r att se om du k\u00e4nner igen dig i problemen som kan uppkomma i ditt dagliga arbete. D\u00e5 f\u00e5r du ocks\u00e5 f\u00f6rslag p\u00e5 hur Intelligence Hub fr\u00e5n HighByte kan hj\u00e4lpa dig l\u00f6sa dessa.<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\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 centered\"><a class=\"wp-block-button__link has-background wp-element-button\" href=\"https:\/\/youtu.be\/hk7Svr3AziA\" style=\"background-color:#e70029\">Ett exempel fr\u00e5n vardagen<\/a><\/div>\n<\/div><\/div>\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 embed  \">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div 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