{"id":14995,"date":"2025-01-16T15:35:35","date_gmt":"2025-01-16T13:35:35","guid":{"rendered":"https:\/\/www.novotek.com\/fi\/?page_id=14995"},"modified":"2026-03-12T11:20:20","modified_gmt":"2026-03-12T09:20:20","slug":"teollinen-dataops","status":"publish","type":"page","link":"https:\/\/www.novotek.com\/fi\/ratkaisut-ja-tuotteet\/teollinen-dataops\/","title":{"rendered":"Teollinen DataOps"},"content":{"rendered":"  <div class=\"hero\">\n    <div class=\"carousel hero-slider small\" data-flickity data-flickity-options='{\"prevNextButtons\": false}'>\n              <div class=\"carousel-cell\">\n          <div class=\"container\">\n            <div class=\"hero-content\">\n                              <h1 style=\"color: #ab192d;font-size: 24px\">Teollinen DataOps:<\/h1>\n<p style=\"font-size: 36px;font-weight: bold;line-height: 1.2\">Puuttuva palanen datan tehokkaaseen hy\u00f6dynt\u00e4miseen<\/p>\n              \n                          <\/div>\n          <\/div>\n\n          <img decoding=\"async\" width=\"1024\" height=\"427\" src=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/DataOps-puzzle-piece_header-1024x427.jpg.webp\" class=\"hero-bg\" alt=\"Hero Img\" fetchpriority=\"high\" srcset=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/DataOps-puzzle-piece_header-1024x427.jpg.webp 1024w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/DataOps-puzzle-piece_header-300x125.jpg.webp 300w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/DataOps-puzzle-piece_header-768x320.jpg.webp 768w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/DataOps-puzzle-piece_header-1536x640.jpg.webp 1536w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/DataOps-puzzle-piece_header-86x36.jpg.webp 86w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/DataOps-puzzle-piece_header-306x128.jpg.webp 306w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/DataOps-puzzle-piece_header-636x265.jpg.webp 636w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/DataOps-puzzle-piece_header-1632x680.jpg.webp 1632w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/DataOps-puzzle-piece_header.jpg.webp 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>                  <\/div>\n          <\/div>\n\n      <\/div>\n\n   <div class=\"floating-breadcrumb\"><div class=\"container\"><span><span><a href=\"https:\/\/www.novotek.com\/fi\/\" class=\"breadcrumb-frontpage\">Home<\/a><\/span><\/span><\/div><\/div>\n\n\n<div class=\"container-md paragraph  \">\n<p><\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"has-text-color has-link-color wp-elements-3ca0663681304533945755e7c888fa88\" style=\"color:#ab192d;font-size:24px\"><strong>Mik\u00e4 on Teollinen DataOps?<\/strong><\/p>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Datasta hy\u00f6dylliseksi informaatioksi<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Teollinen DataOps (Industrial DataOps) tuotteistaa teollisen datan hy\u00f6dylliseksi informaatioksi. Sen tavoitteena on tuottaa luotettavaa, ymm\u00e4rrett\u00e4v\u00e4\u00e4 ja helposti saavutettavaa informaatiota datan mallinnuksen ja integraatiorajapintojen kautta.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Teollisen DataOpsin avulla sovelluskehitys on sujuvaa, ja informaation ollessa yhten\u00e4ist\u00e4 sit\u00e4 on mahdollisimman helppo hy\u00f6dynt\u00e4\u00e4. Tavoitettavuuden ja yhten\u00e4ist\u00e4misen kautta hy\u00f6dynnett\u00e4vyys tehostuu niin raportoinnissa, analytiikassa, teko\u00e4lyss\u00e4 kuin ennakoivassa kunnossapidossa.<br><\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><strong>Kolmen osa-alueen yhdistelm\u00e4:<\/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><strong>Ihmiset:<\/strong> Operaattorit, automaatio, arkkitehdit, analyytikot ja liiketoimintap\u00e4\u00e4tt\u00e4j\u00e4t, jotka tarvitsevat laadukasta informaatiota.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Prosessit:<\/strong> Datan hallinta, standardisointi, k\u00e4ytt\u00f6oikeuksien m\u00e4\u00e4rittely ja semanttiset tiedot, jotka varmistavat datan johdonmukaisuuden ja laadun.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Teknologia:<\/strong> Reunalaskenta, integraatioalustat, yhten\u00e4inen nimiavaruus, datan mallinnus, avoimet standardit&#8230;<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><\/p>\n<\/div>\n\n<div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"742\" src=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Industrial-DataOps-Circle-1200px.jpg\" alt=\"Industrial DataOps diagram illustrating People, Process, and Technology components.\" class=\"wp-image-15154\" srcset=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Industrial-DataOps-Circle-1200px.jpg 1200w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Industrial-DataOps-Circle-1200px-300x186.jpg 300w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Industrial-DataOps-Circle-1200px-1024x633.jpg 1024w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Industrial-DataOps-Circle-1200px-768x475.jpg 768w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Industrial-DataOps-Circle-1200px-86x53.jpg 86w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Industrial-DataOps-Circle-1200px-306x189.jpg 306w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Industrial-DataOps-Circle-1200px-636x393.jpg 636w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><figcaption class=\"wp-element-caption\"><em>Kuva: HighByte <\/em><\/figcaption><\/figure>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Ihmiset tekev\u00e4t edelleen merkitt\u00e4v\u00e4n osan p\u00e4ivitt\u00e4isist\u00e4 tuotannon toiminnoista ja sen suunnittelusta, ja ovat tiedon l\u00e4htein\u00e4 sek\u00e4 kuluttajina data hallinnassa keski\u00f6ss\u00e4. Hy\u00f6dyllist\u00e4 informaatiota tuottaakseen he tarvitsevat teht\u00e4v\u00e4\u00e4n soveltuvia prosesseja sek\u00e4 ty\u00f6kaluja \u2013 k\u00e4ytt\u00f6tapauksista riippumatta.<br><br>Teollinen DataOps on ihmisten yhteisty\u00f6t\u00e4 prosessien ja teknologioiden mahdollistamana, auttaen optimoimaan toimintaa niin tehtaan lattialla kuin data-alustoillakin.<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\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=\"cta-block\">\n  <div class=\"container\">\n          <h2>Teollinen DataOps P\u00e4hkin\u00e4nkuoressa<\/h2>\n    \n          <div><p style=\"text-align: center\">DataOps (Data Operations) tarkoittaa <strong>ihmisten<\/strong>, <strong>prosessien<\/strong> ja <strong>teknologian<\/strong> yhteispeli\u00e4,<br \/>\njonka tavoitteena on toimittaa turvallisesti luotettavaa ja k\u00e4ytt\u00f6valmista dataa<br \/>\nkaikille sit\u00e4 tarvitseville j\u00e4rjestelmille ja ihmisille.<\/p>\n<p style=\"text-align: center\">Teollinen DataOps keskittyy parantamaan datan laatua ja hy\u00f6dynnett\u00e4vyytt\u00e4<br \/>\nsek\u00e4 v\u00e4hent\u00e4m\u00e4\u00e4n aikaa, joka kuluu operatiivisen datan valmisteluun<br \/>\nyrityksen eri tarpeisiin.<\/p>\n<\/div>\n    \n      <\/div>\n<\/div>\n\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 paragraph  \">\n<p class=\"has-text-color has-link-color wp-elements-c6b202b137c3291e1dcd3d39c65e7acc\" style=\"color:#ab192d;font-size:24px\"><strong>Mit\u00e4 haasteita teollinen DataOps ratkaisee?<\/strong><\/p>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\" style=\"font-size:30px\">Jopa 90% tuotantodatasta j\u00e4\u00e4 hy\u00f6dynt\u00e4m\u00e4tt\u00e4<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Teollisuusyritykset ker\u00e4\u00e4v\u00e4t valtavia m\u00e4\u00e4ri\u00e4 dataa, mutta sen hy\u00f6dynt\u00e4minen on haastavaa. Perinteiset ratkaisut eiv\u00e4t skaalaudu kest\u00e4v\u00e4sti, ja hajautetut dataymp\u00e4rist\u00f6t eiv\u00e4t tue nopeaa p\u00e4\u00e4t\u00f6ksentekoa. Teollinen DataOps yhdist\u00e4\u00e4 datan, ihmiset ja prosessit, luoden perustan tehokkaalle analytiikalle, teko\u00e4lylle ja tuotannon optimoinnille.<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading has-medium-font-size\">Esimerkkej\u00e4 haasteista:<\/h3>\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 list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><strong>Ep\u00e4johdonmukainen data eri koneiden ja j\u00e4rjestelmien v\u00e4lill\u00e4. <\/strong><br> <strong><span style=\"font-size: 20px\">\u2192<\/span> <\/strong>Data ei ole vertailukelpoista ja sit\u00e4 on vaikea tulkita<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><strong>Datan kontekstualisoinnin ja normalisoinnin puute<\/strong><br><strong><span style=\"font-size: 20px\">\u2192<\/span> <\/strong>Datan ymm\u00e4rrett\u00e4v\u00e4ksi ja hy\u00f6dynnett\u00e4v\u00e4ksi tekeminen vie aikaa. <\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><strong>Datan valmistelu analytiikka varten on ty\u00f6l\u00e4st\u00e4, hidasta ja monimutkaista<\/strong><\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><\/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>Pilvipalveluissa datan prosessointi ei ole kustannustehokasta<\/strong><\/li>\n<\/div><\/ul>\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 list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><strong>K\u00e4ytt\u00e4jill\u00e4 on vaikeuksia p\u00e4\u00e4st\u00e4 k\u00e4siin tarvitsemaansa dataan.<\/strong><br><strong>\u2192<\/strong> Pahimmassa tapauksessa tarvittava tieto joudutaan parsimaan kasaan useasta eri l\u00e4hteest\u00e4. Tiedon saamisessa kest\u00e4\u00e4 ja sen luotettavuus k\u00e4rsii. <\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><strong>Tietovirtojen hallinnan ja tietoturvan haasteet<\/strong><br><strong><span style=\"font-size: 20px\">\u2192<\/span> <\/strong>Kokonaisuuden hallinta on haastavaa. <\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:0px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><strong>Datan jatkok\u00e4ytt\u00f6 vaatii paljon aikaa ja resursseja<\/strong><\/li>\n<\/div><\/ul>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"has-text-color has-link-color wp-elements-f9f5b92846e76f684213f7df3ec478bf\" style=\"color:#ab192d;font-size:24px\"><strong>Kenelle?<\/strong><\/p>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\" style=\"font-size:30px\">Ketk\u00e4 hy\u00f6tyv\u00e4t Teollisesta DataOpsista?<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>DataOps-ratkaisu hy\u00f6dytt\u00e4\u00e4 yrityksi\u00e4 yli toimialarajojen. Se on erityisen arvokas niille yrityksille, jotka haluavat edist\u00e4\u00e4 digitaalista transformaatiotaan ja saavuttaa kilpailuetua datan avulla. Muita yleisi\u00e4 tunnusmerkkej\u00e4, on, ett\u00e4 yritykset:<\/p>\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\"><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"200\" src=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Data-icon.png\" alt=\"data icon\" class=\"wp-image-14998\" srcset=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Data-icon.png 500w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Data-icon-300x120.png 300w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Data-icon-86x34.png 86w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Data-icon-306x122.png 306w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\"><strong>K\u00e4sittelev\u00e4t suuria m\u00e4\u00e4ri\u00e4 dataa<\/strong><\/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\"><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"200\" src=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Tehtaat-icon.png\" alt=\"Factorys icon\" class=\"wp-image-15000\" srcset=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Tehtaat-icon.png 500w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Tehtaat-icon-300x120.png 300w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Tehtaat-icon-86x34.png 86w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Tehtaat-icon-306x122.png 306w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\"><strong>Hallitsevat useita sovelluksia ja toimipaikkoja<\/strong><\/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\"><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"200\" src=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Pilvi-icon.png\" alt=\"cloud icon\" class=\"wp-image-14999\" srcset=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Pilvi-icon.png 500w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Pilvi-icon-300x120.png 300w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Pilvi-icon-86x34.png 86w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Pilvi-icon-306x122.png 306w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\"><strong>Hy\u00f6dynt\u00e4v\u00e4t pilvipalveluita<\/strong><\/p>\n<\/div><\/div>\n<\/div><\/div>\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 class=\"wp-block-heading has-medium-font-size\">DataOpsin k\u00e4ytt\u00f6\u00f6noton hy\u00f6dyt eri k\u00e4ytt\u00e4jien n\u00e4k\u00f6kulmasta<\/h3>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Teollisen DataOpsin k\u00e4yt\u00f6st\u00e4 hy\u00f6tyv\u00e4t kaikki, jotka tarvitsevat luotettavaa, ajantasaista ja k\u00e4ytt\u00f6valmista dataa toimintojen optimoimiseksi ja strategisten tavoitteiden saavuttamiseksi, kuten: <\/p>\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 list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><strong>Operaattorit:<\/strong> Saavat nopean ja helpon p\u00e4\u00e4syn reaaliaikaiseen dataan. T\u00e4m\u00e4 tukee tehokasta p\u00e4\u00e4t\u00f6ksentekoa ja prosessien hallintaa.<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><\/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>Ratkaisuarkkitehdit: <\/strong>Datan strukturointi ja yhdist\u00e4minen eri l\u00e4hteist\u00e4 on nopeaa ja skaalautuvaa. T\u00e4m\u00e4 helpottaa IT- ja OT-j\u00e4rjestelmien yhteentoimivuutta.<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><\/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>Kunnossapitotiimit: <\/strong>Hy\u00f6tyv\u00e4t ennakoivasta kunnossapidosta, resurssien tehokkaasta optimoinnista ja k\u00e4ytt\u00f6katkojen minimoinnista.<\/li>\n<\/div><\/ul>\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 list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><strong>Automaatioinsin\u00f6\u00f6rit:<\/strong> P\u00e4\u00e4sev\u00e4t k\u00e4siksi tuotantoprosessien keskeisiin tietoihin helposti, mik\u00e4 tukee optimointia ja vikojen nopeaa tunnistamista.<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><strong>Liiketoiminta-analyytikkot: <\/strong>Voivat analysoida dataa nopeammin ja tarkemmin, mik\u00e4 tehostaa liiketoimintastrategioiden suunnittelua.<\/li>\n<\/div><\/ul>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"has-text-color has-link-color wp-elements-bfaec1663cf469897d50a00840ad4ee1\" style=\"color:#ab192d;font-size:24px\"><strong>Miten Teollinen DataOps toimii?<\/strong><\/p>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Teollinen DataOps perustuu teollisuuden erityistarpeisiin<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>DataOpsin avulla&nbsp;tietoja useista l\u00e4hteist\u00e4 (OPC, MQTT, SQL jne.) tai j\u00e4rjestelmist\u00e4 voidaan koota, kontekstualisoida, j\u00e4sent\u00e4\u00e4 ja asettaa saataville <strong><a href=\"#UNS\">Unified Namespacessa<\/a><\/strong> paikallisesti (Edgess\u00e4) tai pilvess\u00e4.&nbsp;<\/p>\n<\/div>\n\n<div class=\"container-md image  \">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"539\" src=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/DataOps_grafiikka_FI-1024x539.png\" alt=\"DataOps Grafiikka \" class=\"wp-image-15377\" srcset=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/DataOps_grafiikka_FI-1024x539.png 1024w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/DataOps_grafiikka_FI-300x158.png 300w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/DataOps_grafiikka_FI-768x404.png 768w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/DataOps_grafiikka_FI-1536x808.png 1536w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/DataOps_grafiikka_FI-86x45.png 86w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/DataOps_grafiikka_FI-306x161.png 306w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/DataOps_grafiikka_FI-636x335.png 636w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/DataOps_grafiikka_FI-1632x859.png 1632w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/DataOps_grafiikka_FI.png 1900w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading\"><strong>DataOpsin eri vaiheet:<\/strong><\/h3>\n<\/div>\n\n<div class=\"container-md list  \">\n<ol class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><strong>Erilaiset tietol\u00e4hteet:<\/strong> Dataa ker\u00e4t\u00e4\u00e4n monista eri l\u00e4hteist\u00e4, kuten sensoreista, tuotantoj\u00e4rjestelmist\u00e4 ja tietokannoista. <\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Tietojen standardointi<\/strong> Raakadata muunnetaan yhten\u00e4iseen ja standardoituun muotoon. <\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Strukturoitujen tietojen yhdist\u00e4minen<\/strong>: J\u00e4sennelty data yhdistet\u00e4\u00e4n yhteen kokonaisuuteen. Datan konteksti s\u00e4ilyy.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Strukturoitu tieto pilvess\u00e4<\/strong>: Pilvess\u00e4 dataa voi hallita ja jakaa eri k\u00e4ytt\u00f6tarkoituksiin. <\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>K\u00e4ytt\u00f6valmis data:<\/strong> Tuloksena helposti hy\u00f6dynnett\u00e4v\u00e4 data &#8211; niin raportointiin, analysointiin kuin my\u00f6s operativiiseen p\u00e4\u00e4t\u00f6ksen tekoon. <\/li>\n<\/div><\/ol>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>N\u00e4iden toimintojen avulla teollinen DataOps ratkaisee datan ep\u00e4johdonmukaisuuteen, kontekstin puutteeseen ja tietovirtojen hallintaan liittyvi\u00e4 haasteita. Se mahdollistaa tehokkaan ja turvallisen datan hy\u00f6dynt\u00e4misen koko organisaatiossa.<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md separator  alignwide\">\n<hr class=\"wp-block-separator alignwide has-text-color has-cyan-bluish-gray-color has-alpha-channel-opacity has-cyan-bluish-gray-background-color has-background\" \/>\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-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\" style=\"flex-basis:66.66%\"><div class=\"container-md paragraph  \">\n<p>&#8221;<em>Teollinen DataOps on t\u00e4rke\u00e4 osa nykyaikaista data-arkkitehtuuria. Hyvin suunniteltu DataOps-ratkaisu ei ainoastaan yhdist\u00e4 j\u00e4rjestelmi\u00e4 kesken\u00e4\u00e4n, vaan varmistaa datan luotettavuuden, johdonmukaisuuden ja ajantasaisuuden<\/em>.&#8221;<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><strong>LNS Research<\/strong>, Advanced Industrial Analytics: Building a Next-Gen Operational Architecture with a Data Hub Strategy, suomennos, huhtikuu 2023.<br><\/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\" style=\"flex-basis:33.33%\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"270\" src=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/lns-research-logo.png\" alt=\"LNS Research Logo\" class=\"wp-image-15118\" style=\"width:123px;height:auto\" srcset=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/lns-research-logo.png 300w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/lns-research-logo-86x77.png 86w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/figure>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md separator  alignwide\">\n<hr class=\"wp-block-separator alignwide has-text-color has-cyan-bluish-gray-color has-alpha-channel-opacity has-cyan-bluish-gray-background-color has-background\" \/>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:40px\" aria-hidden=\"true\" id=\"UNS\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\" style=\"font-size:30px\">Unified Namespace (UNS) &#8211; yhten\u00e4inen tietorakenne teollisen datan hallintaan<\/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 paragraph  \">\n<p>Unified Namespace (UNS) on arkkitehtuuril\u00e4hestyminen, joka on kehitetty ratkaisemaan teollisen datan hallinnan ja harmonisoinnin haasteita. Se toimii teollisen DataOpsin ytimess\u00e4, yhdist\u00e4en hajautetut datal\u00e4hteet yhten\u00e4iseksi ja helposti navigoitavaksi rakenteeksi. UNS varmistaa datan skaalautuvuuden, saavutettavuuden ja ymm\u00e4rrett\u00e4vyyden kaikille sidosryhmille reaalikaisesti \u2013 kunnossapidon tiimeist\u00e4 IT ja OT-arkkitehteihin ja liiketoiminnan johtoon.<\/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 paragraph  \">\n<p class=\"has-background\" style=\"background-color:#f8f8f8\"><strong>Haluatko tiet\u00e4\u00e4 lis\u00e4\u00e4? <\/strong>Lue lis\u00e4\u00e4 Unified Namespacen hy\u00f6dyist\u00e4 ja toimintaperiaatteista blogistamme: <strong><a href=\"https:\/\/www.novotek.com\/fi\/insight\/uns-kiihdyttamaan-digitalisaatiota\/\">UNS kiihdytt\u00e4m\u00e4\u00e4n digitalisaatiota<\/a><\/strong><\/p>\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 columns  alignwide\">\n<div class=\"wp-block-columns alignwide has-black-color has-text-color has-link-color wp-elements-a4397cf8306a022be579f9afae2f17e3 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\" style=\"flex-basis:33.33%\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"815\" src=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/HighByte\/DataOps-WhitePaper-2023-1024x815.png\" alt=\"DataOps Whitepaper\" class=\"wp-image-14854\" srcset=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/HighByte\/DataOps-WhitePaper-2023-1024x815.png 1024w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/HighByte\/DataOps-WhitePaper-2023-300x239.png 300w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/HighByte\/DataOps-WhitePaper-2023-768x611.png 768w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/HighByte\/DataOps-WhitePaper-2023-86x68.png 86w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/HighByte\/DataOps-WhitePaper-2023-306x244.png 306w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/HighByte\/DataOps-WhitePaper-2023-636x506.png 636w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/HighByte\/DataOps-WhitePaper-2023.png 1256w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column has-text-color has-link-color wp-elements-2c0d090913ba6042f9760e10adb710c2 is-layout-flow wp-block-column-is-layout-flow\" style=\"color:#ab192d;flex-basis:66.66%\"><div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading has-black-color has-text-color has-link-color wp-elements-563ef9e245ccb7942c47b61bc77e4888\" style=\"font-size:30px\">Industrial DataOps Whitepaper<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"has-black-color has-text-color has-link-color wp-elements-0181711c8bebea7ce06332f1ae5ed8cb\">Haluatko oppi lis\u00e4\u00e4 teollisesta DataOpsista? HighByten John Harringtonin huolella laatima asiantuntijamateriaali aiheesta vie sinut syvemm\u00e4lle Teollisen DataOpsin maailmaan&nbsp; antaa konkreettisia vinkkej\u00e4 datan kontekstualisointiin, standardointiin ja turvalliseen jakeluun.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"has-black-color has-text-color has-link-color wp-elements-1c6d0c8633a2a92efe81f5ce06b04dfa\"><br><strong>Lataa whitepaper:<\/strong><\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md\">\n  <div class=\"download-files\">\n    \n    \n          <ul>\n                  <li>\n                          \n                <div class=\"download-single-file-thumbnail\">\n                  <a href=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/HighByte\/DataOps-The-Missing-Link-in-Your-Industrial-Data-Architecture.pdf\" download><img decoding=\"async\" class=\"svg-primary\" src=\"https:\/\/www.novotek.com\/fi\/wp-content\/themes\/novotek-multi\/assets\/svg\/file.svg\"><\/a>\n                <\/div>\n\n                <div class=\"download-single-file-content\">\n                  <a href=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/HighByte\/DataOps-The-Missing-Link-in-Your-Industrial-Data-Architecture.pdf\" download><strong>DataOps: The Missing Link in Your Industrial Data Architecture<\/strong><\/a>\n\n                  <div class=\"download-single-file-details\">\n                  <a href=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/HighByte\/DataOps-The-Missing-Link-in-Your-Industrial-Data-Architecture.pdf\" download>PDF<\/a>\n                  <\/div>\n                <\/div>\n\n                          \n          <\/li>\n              <\/ul>\n      <\/div>\n<\/div>\n\n\n<script>\n    function setCookie(key, value, expiry) {\n        var expires = new Date();\n        expires.setTime(expires.getTime() + (expiry * 24 * 60 * 60 * 1000));\n        document.cookie = key + '=' + value + ';expires=' + expires.toUTCString() + '; path=\/';\n    }\n\n    jQuery(document).ready(function($) {\n      $('.btn-primary').click(function() {\n        console.log('yes');\n        setCookie('firstname', $('input.firstname').val(), '30');\n        setCookie('lastname', $('input.lastname').val(), '30');\n        setCookie('email', $('input.email').val(), '30');\n      });\n    });\n<\/script><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  alignwide\">\n<h2 class=\"wp-block-heading alignwide\">Tarjoamamme Teollinen DataOps -ratkaisu: HighByte Intelligence Hub<\/h2>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\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-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\" style=\"flex-basis:66.66%\"><div class=\"container-md spacer  \">\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><strong><a href=\"https:\/\/www.novotek.com\/fi\/ratkaisut-ja-tuotteet\/highbyte-intelligence-hub\/\">HighByte Intelligen<\/a><a href=\"https:\/\/www.highbyte.com\/\">ce Hub<\/a><a href=\"https:\/\/www.novotek.com\/fi\/ratkaisut-ja-tuotteet\/highbyte-intelligence-hub\/\"> <\/a><\/strong>on pisimm\u00e4lle viety DataOps-ratkaisu teollisen datan hallintaan ja integrointin. Se pit\u00e4\u00e4 sis\u00e4ll\u00e4\u00e4n kaikki ominaisuudet, mit\u00e4 tarvitset Teollisen DataOpsin k\u00e4ytt\u00f6\u00f6nottoon ja UNS-arkkitehtuurin luomiseen. Ratkaisu tukee avoimia standardeja ja tarjoaa tehokkaan tavan datavirtojen hallintaan Edgelt\u00e4 pilveen.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>HighByte Intelligence Hubin k\u00e4ytt\u00f6 ei vaadi koodausta, se skaalautuu yrityksen tarpeen mukaan ja on turvallinen k\u00e4ytt\u00e4\u00e4.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"has-background\" style=\"background-color:#f8f8f8\"><strong><a href=\"https:\/\/www.novotek.com\/fi\/ratkaisut-ja-tuotteet\/teollinen-dataops\/highbyte-intelligence-hub\/\">Tutustu HighByte Intelligence Hubiin tarkemmin tuotesivulla. <\/a><\/strong><\/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\" style=\"flex-basis:33.33%\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"887\" height=\"1024\" src=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/HighByte\/HighByte-Intelligence-Hub-Diagram-Version-4-Full-887x1024.jpg\" alt=\"HighByte Intelligence Hub Diagram 4.0\" class=\"wp-image-14687\" srcset=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/HighByte\/HighByte-Intelligence-Hub-Diagram-Version-4-Full-887x1024.jpg 887w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/HighByte\/HighByte-Intelligence-Hub-Diagram-Version-4-Full-260x300.jpg 260w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/HighByte\/HighByte-Intelligence-Hub-Diagram-Version-4-Full-768x887.jpg 768w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/HighByte\/HighByte-Intelligence-Hub-Diagram-Version-4-Full-1330x1536.jpg 1330w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/HighByte\/HighByte-Intelligence-Hub-Diagram-Version-4-Full-1773x2048.jpg 1773w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/HighByte\/HighByte-Intelligence-Hub-Diagram-Version-4-Full-74x86.jpg 74w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/HighByte\/HighByte-Intelligence-Hub-Diagram-Version-4-Full-306x353.jpg 306w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/HighByte\/HighByte-Intelligence-Hub-Diagram-Version-4-Full-636x735.jpg 636w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/HighByte\/HighByte-Intelligence-Hub-Diagram-Version-4-Full-1413x1632.jpg 1413w\" sizes=\"auto, (max-width: 887px) 100vw, 887px\" \/><\/figure>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"has-background\" style=\"background-color:#f8f8f8\"><strong>Haluatko tiet\u00e4\u00e4 lis\u00e4\u00e4? <\/strong>Gousto saavutti merkitt\u00e4vi\u00e4 liiketoiminnallisia etuja hy\u00f6dynt\u00e4m\u00e4ll\u00e4 HighByte Intelligence Hubia. <a href=\"https:\/\/www.novotek.com\/fi\/asiakastarinat\/referenssi-gousto\/\"><strong>Lue referenssi t\u00e4st\u00e4.<\/strong><\/a><\/p>\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 separator  \">\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n<\/div>\n\n<div class=\"container-md heading  alignwide\">\n<h2 class=\"wp-block-heading alignwide has-text-align-center\">Ota askel kohti tehokkaampaa datan hallintaa!<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\">Teollinen DataOps yhdist\u00e4\u00e4 datan, ihmiset ja prosessit, luoden pohjan tehokkaalle analytiikalle, teko\u00e4lylle ja tuotannon optimoinnille. Riippumatta siit\u00e4, miss\u00e4 roolissa olet, DataOps auttaa sinua saavuttamaan tavoitteesi nopeammin ja kustannustehokkaammin.<\/p>\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 columns  alignwide\">\n<div class=\"wp-block-columns alignwide 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\" style=\"flex-basis:33.33%\"><div class=\"wp-block-image\"><div class=\"container-md image  alignleft\">\n<figure class=\"alignleft size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1017\" height=\"1024\" src=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ty\u00f6ntekij\u00e4t\/Sakari_Profile_Round_Duotone-e1713442891813-1017x1024.png\" alt=\"Sakari Novotek\" class=\"wp-image-13638\" style=\"object-fit:cover;width:133px;height:auto\" srcset=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ty\u00f6ntekij\u00e4t\/Sakari_Profile_Round_Duotone-e1713442891813-1017x1024.png 1017w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ty\u00f6ntekij\u00e4t\/Sakari_Profile_Round_Duotone-e1713442891813-298x300.png 298w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ty\u00f6ntekij\u00e4t\/Sakari_Profile_Round_Duotone-e1713442891813-150x150.png 150w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ty\u00f6ntekij\u00e4t\/Sakari_Profile_Round_Duotone-e1713442891813-768x773.png 768w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ty\u00f6ntekij\u00e4t\/Sakari_Profile_Round_Duotone-e1713442891813-1525x1536.png 1525w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ty\u00f6ntekij\u00e4t\/Sakari_Profile_Round_Duotone-e1713442891813.png 1586w\" sizes=\"auto, (max-width: 1017px) 100vw, 1017px\" \/><\/figure>\n<\/div><\/div>\n\n<div class=\"container-md paragraph  \">\n<p><strong>Sakari Aulanko<\/strong><\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>\ud83d\udcde<a href=\"tel:+358 40 167 6708\">+358 40 167 6708<\/a><br>\ud83d\udce7 <a href=\"mailto:sakari.aulanko@novotek.com\" target=\"_blank\" rel=\"noreferrer noopener\">sakari.aulanko@novotek.com<\/a><\/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\" style=\"flex-basis:66.66%\"><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_15' ><form method='post' enctype='multipart\/form-data'  id='gform_15'  action='\/fi\/wp-json\/wp\/v2\/pages\/14995' data-formid='15' novalidate>\n                        <div class='gform-body gform_body'><div id='gform_fields_15' class='gform_fields top_label form_sublabel_above description_above validation_below'><div id=\"field_15_10\" class=\"gfield gfield--type-text gfield--input-type-text gfield--width-half field_sublabel_above gfield--no-description field_description_above field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_15_10'>Etunimi<\/label><div class='ginput_container ginput_container_text'><input name='input_10' id='input_15_10' type='text' value='' class='large'      aria-invalid=\"false\"   \/><\/div><\/div><div id=\"field_15_11\" class=\"gfield gfield--type-text gfield--input-type-text gfield--width-half field_sublabel_above gfield--no-description field_description_above field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_15_11'>Sukunimi<\/label><div class='ginput_container ginput_container_text'><input name='input_11' id='input_15_11' type='text' value='' class='large'      aria-invalid=\"false\"   \/><\/div><\/div><div id=\"field_15_2\" class=\"gfield gfield--type-email gfield--input-type-email gfield_contains_required field_sublabel_above gfield--no-description field_description_above field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_15_2'>S\u00e4hk\u00f6posti *<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_text\">Pakollinen<\/span><\/span><\/label><div class='ginput_container ginput_container_email'>\n                            <input name='input_2' id='input_15_2' type='email' value='' class='large'    aria-required=\"true\" aria-invalid=\"false\"  \/>\n                        <\/div><\/div><div id=\"field_15_6\" class=\"gfield gfield--type-phone gfield--input-type-phone gfield--width-full field_sublabel_above gfield--no-description field_description_above field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_15_6'>Puhelin<\/label><div class='ginput_container ginput_container_phone'><input name='input_6' id='input_15_6' type='tel' value='' class='large'    aria-invalid=\"false\"   \/><\/div><\/div><div id=\"field_15_13\" class=\"gfield gfield--type-text gfield--input-type-text gfield--width-full field_sublabel_above gfield--no-description field_description_above field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_15_13'>Yritys<\/label><div class='ginput_container ginput_container_text'><input name='input_13' id='input_15_13' type='text' value='' class='large'      aria-invalid=\"false\"   \/><\/div><\/div><div id=\"field_15_3\" class=\"gfield gfield--type-textarea gfield--input-type-textarea field_sublabel_above gfield--no-description field_description_above field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_15_3'>Viesti<\/label><div class='ginput_container ginput_container_textarea'><textarea name='input_3' id='input_15_3' class='textarea medium'   maxlength='600'   aria-invalid=\"false\"   rows='10' cols='50'><\/textarea><\/div><\/div><fieldset id=\"field_15_4\" class=\"gfield gfield--type-consent gfield--type-choice gfield--input-type-consent gfield--width-full gfield_contains_required field_sublabel_above gfield--no-description field_description_above field_validation_below gfield_visibility_visible\"  ><legend class='gfield_label gform-field-label gfield_label_before_complex' >Suostumus<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_text\">Pakollinen<\/span><\/span><\/legend><div class='ginput_container ginput_container_consent'><input name='input_4.1' id='input_15_4_1' type='checkbox' value='1'   aria-required=\"true\" aria-invalid=\"false\"   \/> <label class=\"gform-field-label gform-field-label--type-inline gfield_consent_label\" for='input_15_4_1' >Hyv\u00e4ksyn henkil\u00f6tietojeni k\u00e4yt\u00f6n Novotekin <a href=\"https:\/\/www.novotek.com\/about-novotek\/privacy-policy\/\" target=\"_blank\">tietosuojak\u00e4yt\u00e4nn\u00f6n<\/a> mukaisesti.*<\/label><input type='hidden' name='input_4.2' value='Hyv\u00e4ksyn henkil\u00f6tietojeni k\u00e4yt\u00f6n Novotekin &lt;a href=&quot;https:\/\/www.novotek.com\/about-novotek\/privacy-policy\/&quot; target=&quot;_blank&quot;&gt;tietosuojak\u00e4yt\u00e4nn\u00f6n&lt;\/a&gt; mukaisesti.*' class='gform_hidden' \/><input type='hidden' name='input_4.3' value='17' class='gform_hidden' \/><\/div><\/fieldset><div id=\"field_15_12\" class=\"gfield gfield--type-captcha gfield--input-type-captcha gfield--width-full field_sublabel_above gfield--no-description field_description_above hidden_label field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_15_12'>CAPTCHA<\/label><div id='input_15_12' class='ginput_container ginput_recaptcha' data-sitekey='6LcdcKEqAAAAAJnE-QthpxfSt1YiubwuFJXpIDr_'  data-theme='light' data-tabindex='-1' data-size='invisible' data-badge='bottomright'><\/div><\/div><\/div><\/div>\n        <div class='gform-footer gform_footer top_label'> <input type='submit' id='gform_submit_button_15' class='gform_button button' onclick='gform.submission.handleButtonClick(this);' data-submission-type='submit' value='L\u00e4het\u00e4'  \/> \n            <input type='hidden' class='gform_hidden' name='gform_submission_method' data-js='gform_submission_method_15' value='postback' \/>\n            <input type='hidden' class='gform_hidden' name='gform_theme' data-js='gform_theme_15' id='gform_theme_15' value='gravity-theme' \/>\n            <input type='hidden' class='gform_hidden' name='gform_style_settings' data-js='gform_style_settings_15' id='gform_style_settings_15' value='{&quot;inputPrimaryColor&quot;:&quot;#204ce5&quot;}' \/>\n            <input type='hidden' class='gform_hidden' name='is_submit_15' value='1' \/>\n            <input type='hidden' class='gform_hidden' name='gform_submit' value='15' \/>\n            \n            <input type='hidden' class='gform_hidden' name='gform_currency' data-currency='EUR' value='q\/DM7Qdh7OgUqvImp8e986\/gRRl\/dntfM5M2pp\/QIB07pQOMm4kuFakcqshsF7dCn\/CHz9iu5ksyYcgt0q3DNxtjfkazU1Es00G6So33lA5IpOI=' \/>\n            <input type='hidden' class='gform_hidden' name='gform_unique_id' value='' \/>\n            <input type='hidden' class='gform_hidden' name='state_15' value='WyJ7XCI0LjFcIjpcIjc5YWY0ZGIxOTI0ZjQxOTcwMDgzN2RlYmVlOTE2MGM4XCIsXCI0LjJcIjpcIjIyMDA0M2ZjZmMwNmQyNGM2YjM2ZmEwMGRiMzQ3MzQ1XCIsXCI0LjNcIjpcIjk3NDZkMjlmZDUzZGE3M2Y5N2YwYzM5ODM5NjljZjdjXCJ9IiwiMzEwZDllNWVlNzI2OWFjNmJlN2M0YjhkOTFhMzU0OGUiXQ==' \/>\n            <input type='hidden' autocomplete='off' class='gform_hidden' name='gform_target_page_number_15' id='gform_target_page_number_15' value='0' \/>\n            <input type='hidden' autocomplete='off' class='gform_hidden' name='gform_source_page_number_15' id='gform_source_page_number_15' 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( 15, 'https:\/\/www.novotek.com\/fi\/wp-content\/plugins\/gravityforms\/images\/spinner.svg', true );jQuery('#gform_ajax_frame_15').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_15');var is_confirmation = jQuery(this).contents().find('#gform_confirmation_wrapper_15').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_15').html(form_content.html());if(form_content.hasClass('gform_validation_error')){jQuery('#gform_wrapper_15').addClass('gform_validation_error');} else {jQuery('#gform_wrapper_15').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_15').val();gformInitSpinner( 15, 'https:\/\/www.novotek.com\/fi\/wp-content\/plugins\/gravityforms\/images\/spinner.svg', true );jQuery(document).trigger('gform_page_loaded', [15, current_page]);window['gf_submitting_15'] = 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_15').replaceWith(confirmation_content);jQuery(document).trigger('gform_confirmation_loaded', [15]);window['gf_submitting_15'] = false;wp.a11y.speak(jQuery('#gform_confirmation_message_15').text());}else{jQuery('#gform_15').append(contents);if(window['gformRedirect']) {gformRedirect();}}jQuery(document).trigger(\"gform_pre_post_render\", [{ formId: \"15\", currentPage: \"current_page\", abort: function() { this.preventDefault(); } }]);        if (event && event.defaultPrevented) {                return;        }        const gformWrapperDiv = document.getElementById( \"gform_wrapper_15\" );        if ( gformWrapperDiv ) {            const visibilitySpan = document.createElement( \"span\" );            visibilitySpan.id = \"gform_visibility_test_15\";            gformWrapperDiv.insertAdjacentElement( \"afterend\", visibilitySpan );        }        const visibilityTestDiv = document.getElementById( \"gform_visibility_test_15\" );        let postRenderFired = false;        function triggerPostRender() {            if ( postRenderFired ) {                return;            }            postRenderFired = true;            gform.core.triggerPostRenderEvents( 15, 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><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"slider-column-parent \">\n  <div class=\"container\">\n    <div class=\"slider-column-title\">Lis\u00e4tietoa aiheeseen liittyen<\/div>\n\n    <div class=\"slider-column\">\n      <div class=\"slider-cell carousel-cell large\">\n<article class=\"box large\">\n  <a href=\"https:\/\/www.novotek.com\/fi\/insight\/teollinen-data-suomalaisyrityksissa\/\">\n    <div class=\"image\">\n              <img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"575\" src=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Insights\/2025\/markkinatutkimus-teollinen-data\/preview-insight-markkinatutkimus2025.jpg.webp\" class=\"attachment-large size-large\" alt=\"Preview: Teollinen data kilpailuetuna Suomessa - Markkinatutkimuksen kooste\" srcset=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Insights\/2025\/markkinatutkimus-teollinen-data\/preview-insight-markkinatutkimus2025.jpg.webp 1024w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Insights\/2025\/markkinatutkimus-teollinen-data\/preview-insight-markkinatutkimus2025-300x168.jpg.webp 300w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Insights\/2025\/markkinatutkimus-teollinen-data\/preview-insight-markkinatutkimus2025-768x431.jpg.webp 768w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Insights\/2025\/markkinatutkimus-teollinen-data\/preview-insight-markkinatutkimus2025-86x48.jpg.webp 86w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Insights\/2025\/markkinatutkimus-teollinen-data\/preview-insight-markkinatutkimus2025-306x172.jpg.webp 306w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Insights\/2025\/markkinatutkimus-teollinen-data\/preview-insight-markkinatutkimus2025-636x357.jpg.webp 636w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>          <\/div>\n\n    <div>\n      \n              <h4>Miten suomalaiset teollisuusyritykset hy\u00f6dynt\u00e4v\u00e4t dataa? Tutkimustulokset ja tallenne<\/h4>\n      \n          <\/div>\n  <\/a>\n<\/article>\n<\/div><div class=\"slider-cell carousel-cell large\">\n<article class=\"box large\">\n  <a href=\"https:\/\/www.novotek.com\/fi\/insight\/highbyte-ja-snowflake-muuttavat-teollisuusdatan-liiketoimintahyodyksi\/\">\n    <div class=\"image\">\n              <img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"575\" src=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Insights\/2025\/Snowflake-HighByte\/Insights-Preview-snowflake-tiny-1024x5752-1-1024x575.png.webp\" class=\"attachment-large size-large\" alt=\"Insights Snowflake\" srcset=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Insights\/2025\/Snowflake-HighByte\/Insights-Preview-snowflake-tiny-1024x5752-1-1024x575.png.webp 1024w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Insights\/2025\/Snowflake-HighByte\/Insights-Preview-snowflake-tiny-1024x5752-1-300x168.png.webp 300w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Insights\/2025\/Snowflake-HighByte\/Insights-Preview-snowflake-tiny-1024x5752-1-768x431.png.webp 768w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Insights\/2025\/Snowflake-HighByte\/Insights-Preview-snowflake-tiny-1024x5752-1-1536x863.png.webp 1536w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Insights\/2025\/Snowflake-HighByte\/Insights-Preview-snowflake-tiny-1024x5752-1-2048x1150.png.webp 2048w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Insights\/2025\/Snowflake-HighByte\/Insights-Preview-snowflake-tiny-1024x5752-1-86x48.png.webp 86w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Insights\/2025\/Snowflake-HighByte\/Insights-Preview-snowflake-tiny-1024x5752-1-306x172.png.webp 306w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Insights\/2025\/Snowflake-HighByte\/Insights-Preview-snowflake-tiny-1024x5752-1-636x357.png.webp 636w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Insights\/2025\/Snowflake-HighByte\/Insights-Preview-snowflake-tiny-1024x5752-1-1632x917.png.webp 1632w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>          <\/div>\n\n    <div>\n      \n              <h4>HighByte ja Snowflake muuttavat teollisuusdatan liiketoimintahy\u00f6dyksi<\/h4>\n      \n          <\/div>\n  <\/a>\n<\/article>\n<\/div><div class=\"slider-cell carousel-cell large\">\n<article class=\"box large\">\n  <a href=\"https:\/\/www.novotek.com\/fi\/insight\/teollinen-dataops-mullistaa-teollisen-datahallinnan\/\">\n    <div class=\"image\">\n              <img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"575\" src=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Insights\/DataOps\/OPCDayFinland-Novotek-DataOps-preview.png.webp\" class=\"attachment-large size-large\" alt=\"OPC Day Finland 2024 - Novotekin puheenvuoro: Transfroming Manufacturing with Industrial DataOps\" srcset=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Insights\/DataOps\/OPCDayFinland-Novotek-DataOps-preview.png.webp 1024w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Insights\/DataOps\/OPCDayFinland-Novotek-DataOps-preview-300x168.png.webp 300w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Insights\/DataOps\/OPCDayFinland-Novotek-DataOps-preview-768x431.png.webp 768w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Insights\/DataOps\/OPCDayFinland-Novotek-DataOps-preview-86x48.png.webp 86w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Insights\/DataOps\/OPCDayFinland-Novotek-DataOps-preview-306x172.png.webp 306w, https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Insights\/DataOps\/OPCDayFinland-Novotek-DataOps-preview-636x357.png.webp 636w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>          <\/div>\n\n    <div>\n      \n              <h4>Teollinen DataOps mullistaa teollisen datahallinnan<\/h4>\n      \n          <\/div>\n  <\/a>\n<\/article>\n<\/div>    <\/div>\n  <\/div>\n<\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>Teollinen DataOps (Industrial DataOps) yhdist\u00e4\u00e4 ihmiset, prosessit ja teknologian. Se mahdollistaa datan tehokkaan hy\u00f6dynt\u00e4misen oikeaan aikaan kaikille sidosryhmille, tukien p\u00e4\u00e4t\u00f6ksentekoa, analytiikkaa ja tuotannon optimointia.<\/p>\n","protected":false},"author":24,"featured_media":0,"parent":1433,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_relevanssi_hide_post":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"11408,14875,14820,10846,12050,6426","_relevanssi_noindex_reason":"","footnotes":""},"class_list":["post-14995","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Teollinen DataOps - Novotek Finland<\/title>\n<meta name=\"description\" content=\"Teollinen DataOps mahdollistaa teollisuusdatan tehokkaan hallinnan, standardisoinnin ja saatavuuden! Lue lis\u00e4\u00e4!\" \/>\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\/fi\/ratkaisut-ja-tuotteet\/teollinen-dataops\/\" \/>\n<meta property=\"og:locale\" content=\"fi_FI\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Teollinen DataOps\" \/>\n<meta property=\"og:description\" content=\"Teollinen DataOps mahdollistaa teollisuusdatan tehokkaan hallinnan, standardisoinnin ja saatavuuden! Lue lis\u00e4\u00e4!\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.novotek.com\/fi\/ratkaisut-ja-tuotteet\/teollinen-dataops\/\" \/>\n<meta property=\"og:site_name\" content=\"Novotek Finland\" \/>\n<meta property=\"article:modified_time\" content=\"2026-03-12T09:20:20+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Industrial-DataOps-Circle-1200px.jpg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Arvioitu lukuaika\" \/>\n\t<meta name=\"twitter:data1\" content=\"6 minuuttia\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"TechArticle\",\"@id\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/ratkaisut-ja-tuotteet\\\/teollinen-dataops\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/ratkaisut-ja-tuotteet\\\/teollinen-dataops\\\/\"},\"author\":{\"name\":\"kadikanarik\",\"@id\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/#\\\/schema\\\/person\\\/12809afc44189c972cc02ace4ac106a3\"},\"headline\":\"Teollinen DataOps\",\"datePublished\":\"2025-01-16T13:35:35+00:00\",\"dateModified\":\"2026-03-12T09:20:20+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/ratkaisut-ja-tuotteet\\\/teollinen-dataops\\\/\"},\"wordCount\":956,\"publisher\":{\"@id\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/ratkaisut-ja-tuotteet\\\/teollinen-dataops\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/wp-content\\\/uploads\\\/sites\\\/6\\\/Ratkaisut_ja_Tuotteet\\\/DataOps\\\/Industrial-DataOps-Circle-1200px.jpg\",\"inLanguage\":\"fi\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/ratkaisut-ja-tuotteet\\\/teollinen-dataops\\\/\",\"url\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/ratkaisut-ja-tuotteet\\\/teollinen-dataops\\\/\",\"name\":\"Teollinen DataOps - Novotek Finland\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/ratkaisut-ja-tuotteet\\\/teollinen-dataops\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/ratkaisut-ja-tuotteet\\\/teollinen-dataops\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/wp-content\\\/uploads\\\/sites\\\/6\\\/Ratkaisut_ja_Tuotteet\\\/DataOps\\\/Industrial-DataOps-Circle-1200px.jpg\",\"datePublished\":\"2025-01-16T13:35:35+00:00\",\"dateModified\":\"2026-03-12T09:20:20+00:00\",\"description\":\"Teollinen DataOps mahdollistaa teollisuusdatan tehokkaan hallinnan, standardisoinnin ja saatavuuden! Lue lis\u00e4\u00e4!\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/ratkaisut-ja-tuotteet\\\/teollinen-dataops\\\/#breadcrumb\"},\"inLanguage\":\"fi\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.novotek.com\\\/fi\\\/ratkaisut-ja-tuotteet\\\/teollinen-dataops\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fi\",\"@id\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/ratkaisut-ja-tuotteet\\\/teollinen-dataops\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/wp-content\\\/uploads\\\/sites\\\/6\\\/Ratkaisut_ja_Tuotteet\\\/DataOps\\\/Industrial-DataOps-Circle-1200px.jpg.webp\",\"contentUrl\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/wp-content\\\/uploads\\\/sites\\\/6\\\/Ratkaisut_ja_Tuotteet\\\/DataOps\\\/Industrial-DataOps-Circle-1200px.jpg.webp\",\"width\":1200,\"height\":742,\"caption\":\"Industrial DataOps\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/ratkaisut-ja-tuotteet\\\/teollinen-dataops\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Ratkaisut ja tuotteet\",\"item\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/ratkaisut-ja-tuotteet\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Teollinen DataOps\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/#website\",\"url\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/\",\"name\":\"Novotek Finland\",\"description\":\"Teollisuuden digitalisaatio\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fi\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/#organization\",\"name\":\"Novotek Finland\",\"url\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fi\",\"@id\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/wp-content\\\/uploads\\\/sites\\\/6\\\/Logo\\\/novotek-symbol-rgb-pos.jpg\",\"contentUrl\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/wp-content\\\/uploads\\\/sites\\\/6\\\/Logo\\\/novotek-symbol-rgb-pos.jpg\",\"width\":864,\"height\":734,\"caption\":\"Novotek Finland\"},\"image\":{\"@id\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/fi.linkedin.com\\\/company\\\/novotek-oy\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/#\\\/schema\\\/person\\\/12809afc44189c972cc02ace4ac106a3\",\"name\":\"kadikanarik\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fi\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/ac8e7b7c3bc83dbf0e0ca1e202b023bfb70e53511fc0f2cdfd4ad0d84f053307?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/ac8e7b7c3bc83dbf0e0ca1e202b023bfb70e53511fc0f2cdfd4ad0d84f053307?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/ac8e7b7c3bc83dbf0e0ca1e202b023bfb70e53511fc0f2cdfd4ad0d84f053307?s=96&d=mm&r=g\",\"caption\":\"kadikanarik\"},\"url\":\"https:\\\/\\\/www.novotek.com\\\/fi\\\/ajankohtaista\\\/author\\\/kadikanarik\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Teollinen DataOps - Novotek Finland","description":"Teollinen DataOps mahdollistaa teollisuusdatan tehokkaan hallinnan, standardisoinnin ja saatavuuden! Lue lis\u00e4\u00e4!","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\/fi\/ratkaisut-ja-tuotteet\/teollinen-dataops\/","og_locale":"fi_FI","og_type":"article","og_title":"Teollinen DataOps","og_description":"Teollinen DataOps mahdollistaa teollisuusdatan tehokkaan hallinnan, standardisoinnin ja saatavuuden! Lue lis\u00e4\u00e4!","og_url":"https:\/\/www.novotek.com\/fi\/ratkaisut-ja-tuotteet\/teollinen-dataops\/","og_site_name":"Novotek Finland","article_modified_time":"2026-03-12T09:20:20+00:00","og_image":[{"url":"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Industrial-DataOps-Circle-1200px.jpg","type":"","width":"","height":""}],"twitter_card":"summary_large_image","twitter_misc":{"Arvioitu lukuaika":"6 minuuttia"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"TechArticle","@id":"https:\/\/www.novotek.com\/fi\/ratkaisut-ja-tuotteet\/teollinen-dataops\/#article","isPartOf":{"@id":"https:\/\/www.novotek.com\/fi\/ratkaisut-ja-tuotteet\/teollinen-dataops\/"},"author":{"name":"kadikanarik","@id":"https:\/\/www.novotek.com\/fi\/#\/schema\/person\/12809afc44189c972cc02ace4ac106a3"},"headline":"Teollinen DataOps","datePublished":"2025-01-16T13:35:35+00:00","dateModified":"2026-03-12T09:20:20+00:00","mainEntityOfPage":{"@id":"https:\/\/www.novotek.com\/fi\/ratkaisut-ja-tuotteet\/teollinen-dataops\/"},"wordCount":956,"publisher":{"@id":"https:\/\/www.novotek.com\/fi\/#organization"},"image":{"@id":"https:\/\/www.novotek.com\/fi\/ratkaisut-ja-tuotteet\/teollinen-dataops\/#primaryimage"},"thumbnailUrl":"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Industrial-DataOps-Circle-1200px.jpg","inLanguage":"fi"},{"@type":"WebPage","@id":"https:\/\/www.novotek.com\/fi\/ratkaisut-ja-tuotteet\/teollinen-dataops\/","url":"https:\/\/www.novotek.com\/fi\/ratkaisut-ja-tuotteet\/teollinen-dataops\/","name":"Teollinen DataOps - Novotek Finland","isPartOf":{"@id":"https:\/\/www.novotek.com\/fi\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.novotek.com\/fi\/ratkaisut-ja-tuotteet\/teollinen-dataops\/#primaryimage"},"image":{"@id":"https:\/\/www.novotek.com\/fi\/ratkaisut-ja-tuotteet\/teollinen-dataops\/#primaryimage"},"thumbnailUrl":"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Industrial-DataOps-Circle-1200px.jpg","datePublished":"2025-01-16T13:35:35+00:00","dateModified":"2026-03-12T09:20:20+00:00","description":"Teollinen DataOps mahdollistaa teollisuusdatan tehokkaan hallinnan, standardisoinnin ja saatavuuden! Lue lis\u00e4\u00e4!","breadcrumb":{"@id":"https:\/\/www.novotek.com\/fi\/ratkaisut-ja-tuotteet\/teollinen-dataops\/#breadcrumb"},"inLanguage":"fi","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.novotek.com\/fi\/ratkaisut-ja-tuotteet\/teollinen-dataops\/"]}]},{"@type":"ImageObject","inLanguage":"fi","@id":"https:\/\/www.novotek.com\/fi\/ratkaisut-ja-tuotteet\/teollinen-dataops\/#primaryimage","url":"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Industrial-DataOps-Circle-1200px.jpg.webp","contentUrl":"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Ratkaisut_ja_Tuotteet\/DataOps\/Industrial-DataOps-Circle-1200px.jpg.webp","width":1200,"height":742,"caption":"Industrial DataOps"},{"@type":"BreadcrumbList","@id":"https:\/\/www.novotek.com\/fi\/ratkaisut-ja-tuotteet\/teollinen-dataops\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.novotek.com\/fi\/"},{"@type":"ListItem","position":2,"name":"Ratkaisut ja tuotteet","item":"https:\/\/www.novotek.com\/fi\/ratkaisut-ja-tuotteet\/"},{"@type":"ListItem","position":3,"name":"Teollinen DataOps"}]},{"@type":"WebSite","@id":"https:\/\/www.novotek.com\/fi\/#website","url":"https:\/\/www.novotek.com\/fi\/","name":"Novotek Finland","description":"Teollisuuden digitalisaatio","publisher":{"@id":"https:\/\/www.novotek.com\/fi\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.novotek.com\/fi\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fi"},{"@type":"Organization","@id":"https:\/\/www.novotek.com\/fi\/#organization","name":"Novotek Finland","url":"https:\/\/www.novotek.com\/fi\/","logo":{"@type":"ImageObject","inLanguage":"fi","@id":"https:\/\/www.novotek.com\/fi\/#\/schema\/logo\/image\/","url":"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Logo\/novotek-symbol-rgb-pos.jpg","contentUrl":"https:\/\/www.novotek.com\/fi\/wp-content\/uploads\/sites\/6\/Logo\/novotek-symbol-rgb-pos.jpg","width":864,"height":734,"caption":"Novotek Finland"},"image":{"@id":"https:\/\/www.novotek.com\/fi\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/fi.linkedin.com\/company\/novotek-oy"]},{"@type":"Person","@id":"https:\/\/www.novotek.com\/fi\/#\/schema\/person\/12809afc44189c972cc02ace4ac106a3","name":"kadikanarik","image":{"@type":"ImageObject","inLanguage":"fi","@id":"https:\/\/secure.gravatar.com\/avatar\/ac8e7b7c3bc83dbf0e0ca1e202b023bfb70e53511fc0f2cdfd4ad0d84f053307?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/ac8e7b7c3bc83dbf0e0ca1e202b023bfb70e53511fc0f2cdfd4ad0d84f053307?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/ac8e7b7c3bc83dbf0e0ca1e202b023bfb70e53511fc0f2cdfd4ad0d84f053307?s=96&d=mm&r=g","caption":"kadikanarik"},"url":"https:\/\/www.novotek.com\/fi\/ajankohtaista\/author\/kadikanarik\/"}]}},"_links":{"self":[{"href":"https:\/\/www.novotek.com\/fi\/wp-json\/wp\/v2\/pages\/14995","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.novotek.com\/fi\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.novotek.com\/fi\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.novotek.com\/fi\/wp-json\/wp\/v2\/users\/24"}],"replies":[{"embeddable":true,"href":"https:\/\/www.novotek.com\/fi\/wp-json\/wp\/v2\/comments?post=14995"}],"version-history":[{"count":142,"href":"https:\/\/www.novotek.com\/fi\/wp-json\/wp\/v2\/pages\/14995\/revisions"}],"predecessor-version":[{"id":18506,"href":"https:\/\/www.novotek.com\/fi\/wp-json\/wp\/v2\/pages\/14995\/revisions\/18506"}],"up":[{"embeddable":true,"href":"https:\/\/www.novotek.com\/fi\/wp-json\/wp\/v2\/pages\/1433"}],"wp:attachment":[{"href":"https:\/\/www.novotek.com\/fi\/wp-json\/wp\/v2\/media?parent=14995"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}