{"id":12324,"date":"2024-08-27T15:58:40","date_gmt":"2024-08-27T15:58:40","guid":{"rendered":"https:\/\/viqtor.eu\/?p=12324"},"modified":"2024-08-27T16:24:44","modified_gmt":"2024-08-27T16:24:44","slug":"rgpd-et-intelligence-artificielle-dans-le-marketing-digital","status":"publish","type":"post","link":"https:\/\/viqtor.eu\/fi\/rgpd-et-intelligence-artificielle-dans-le-marketing-digital\/","title":{"rendered":"GDPR ja teko\u00e4ly digitaalisessa markkinoinnissa"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"12324\" class=\"elementor elementor-12324\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c9be6fe ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c9be6fe\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4e2ef8c ot-flex-column-vertical elementor-invisible\" data-id=\"4e2ef8c\" data-element_type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;fadeInLeft&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6f0d5bd elementor-widget elementor-widget-heading\" data-id=\"6f0d5bd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Kuinka yhdist\u00e4\u00e4 GDPR ja teko\u00e4ly digitaalisessa markkinoinnissa: <br>Tietosuojan parhaat k\u00e4yt\u00e4nn\u00f6t<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec50a8b elementor-widget__width-inherit elementor-align-center elementor-widget elementor-widget-button\" data-id=\"ec50a8b\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/viqtor.eu\/fi\/demander-une-demo\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-long-arrow-alt-right\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Pyyd\u00e4 demoa<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-315f2d0 ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"315f2d0\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-6e001c9 ot-flex-column-vertical\" data-id=\"6e001c9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4bca12c elementor-widget elementor-widget-text-editor\" data-id=\"4bca12c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Nopea kehitys<strong> digitaalinen markkinointi<\/strong> johti lis\u00e4\u00e4ntyv\u00e4\u00e4n integraatioon<strong>teko\u00e4ly<\/strong> (teko\u00e4ly) liiketoimintastrategioissa, mink\u00e4 ansiosta ne voivat tarjota yksil\u00f6llisi\u00e4 kokemuksia, analysoida valtavia tietom\u00e4\u00e4ri\u00e4 ja optimoida kampanjoitaan. T\u00e4m\u00e4 teknologinen muutos kuitenkin aiheuttaa merkitt\u00e4vi\u00e4 haasteita henkil\u00f6tietojen suojaan liittyen, erityisesti eurooppalaisessa kontekstissa, jossa <strong>Yleinen tietosuoja-asetus<\/strong> (GDPR). Voimaantulostaan l\u00e4htien GDPR on asettanut tiukat s\u00e4\u00e4nn\u00f6t k\u00e4ytt\u00e4j\u00e4tietojen luottamuksellisuuden ja turvallisuuden takaamiseksi.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-325d036 ot-flex-column-vertical\" data-id=\"325d036\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c250f0c elementor-widget elementor-widget-image\" data-id=\"c250f0c\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"626\" height=\"440\" src=\"https:\/\/viqtor.eu\/wp-content\/uploads\/2024\/08\/Concilier-RGPD-et-Intelligence-Artificielle-dans-le-Marketing-Digital.avif\" class=\"attachment-large size-large wp-image-12337\" alt=\"Concilier RGPD et Intelligence Artificielle dans le Marketing Digital\" srcset=\"https:\/\/viqtor.eu\/wp-content\/uploads\/2024\/08\/Concilier-RGPD-et-Intelligence-Artificielle-dans-le-Marketing-Digital.avif 626w, https:\/\/viqtor.eu\/wp-content\/uploads\/2024\/08\/Concilier-RGPD-et-Intelligence-Artificielle-dans-le-Marketing-Digital-300x211.avif 300w\" sizes=\"(max-width: 626px) 100vw, 626px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ba71737 ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ba71737\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5aa71a9 ot-flex-column-vertical\" data-id=\"5aa71a9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-685a1dc elementor-widget elementor-widget-text-editor\" data-id=\"685a1dc\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Teko\u00e4ly on arkaluonteisen datan k\u00e4sittely- ja analysointikykyns\u00e4 ansiosta n\u00e4iden ongelmien risteyskohdassa, ja se vaatii lis\u00e4\u00e4ntynytt\u00e4 valppautta sen kunnioittamiseksi. <strong>lakis\u00e4\u00e4teiset vaatimukset<\/strong>T\u00e4m\u00e4 tilanne pakottaa yritykset miettim\u00e4\u00e4n k\u00e4yt\u00e4nt\u00f6j\u00e4\u00e4n uudelleen, jotta ne eiv\u00e4t ainoastaan hy\u00f6dynt\u00e4isi teko\u00e4lyn etuja, vaan my\u00f6s varmistaisivat <strong>tiukka GDPR-vaatimustenmukaisuus<\/strong>.<\/p><p>T\u00e4m\u00e4n artikkelin tarkoituksena on opastaa yrityksi\u00e4 t\u00e4m\u00e4n herk\u00e4n prosessin l\u00e4pi. Se tutkii parhaita k\u00e4yt\u00e4nt\u00f6j\u00e4 teko\u00e4lyn k\u00e4yt\u00f6n ja GDPR-vaatimusten yhteensovittamiseksi ja tarjoaa konkreettisia strategioita k\u00e4ytt\u00e4j\u00e4tietojen suojaamiseksi samalla kun hy\u00f6dynnet\u00e4\u00e4n teko\u00e4lyn potentiaalia digitaalisessa markkinoinnissa.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2900442 ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2900442\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c09a0b3 ot-flex-column-vertical\" data-id=\"c09a0b3\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-82a246c elementor-widget__width-initial elementor-widget elementor-widget-iheading\" data-id=\"82a246c\" data-element_type=\"widget\" data-widget_type=\"iheading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ot-heading\">\r\n\t        <h3 class=\"main-heading\">Blogisuunnitelma <\/h3>\t    <\/div>\r\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4e90835 ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4e90835\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0758f98 ot-flex-column-vertical\" data-id=\"0758f98\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ad4a928 ot-view-default elementor-widget elementor-widget-ot-icon-list\" data-id=\"ad4a928\" data-element_type=\"widget\" data-widget_type=\"ot-icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t        <div class=\"ot-icon-list-wrapper\">\r\n\t        \t<ul class=\"unstyle ot-icon-list-items\">\r\n\t        \t\t\t        \t\t\t<li class=\"ot-icon-list-item\">\r\n\t        \t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"title-link\" href=\"#1-id\">\r\n\r\n\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t<span class=\"ot-icon-list-icon\">\r\n\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-arrow-alt-circle-right\"><\/i>\t\t\t\t\t\t\t<\/span>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ot-icon-list-text\">1. Teko\u00e4lyn haasteiden ymm\u00e4rt\u00e4minen GDPR:n edess\u00e4<\/span>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\r\n\t\t\t\t\t\t\t\t        \t\t\t<\/li>\r\n\t        \t\t\t        \t\t\t<li class=\"ot-icon-list-item\">\r\n\t        \t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"title-link\" href=\"#2-id\">\r\n\r\n\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t<span class=\"ot-icon-list-icon\">\r\n\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-arrow-alt-circle-right\"><\/i>\t\t\t\t\t\t\t<\/span>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ot-icon-list-text\">2. GDPR-periaatteiden noudattaminen teko\u00e4lyn yhteydess\u00e4<\/span>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\r\n\t\t\t\t\t\t\t\t        \t\t\t<\/li>\r\n\t        \t\t\t        \t\t\t<li class=\"ot-icon-list-item\">\r\n\t        \t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"title-link\" href=\"#3-id\">\r\n\r\n\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t<span class=\"ot-icon-list-icon\">\r\n\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-arrow-alt-circle-right\"><\/i>\t\t\t\t\t\t\t<\/span>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ot-icon-list-text\">3. Parhaat k\u00e4yt\u00e4nn\u00f6t tietojen suojaamiseen teko\u00e4lyprojekteissa<\/span>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\r\n\t\t\t\t\t\t\t\t        \t\t\t<\/li>\r\n\t        \t\t\t        \t\t\t<li class=\"ot-icon-list-item\">\r\n\t        \t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"title-link\" href=\"#4-id\">\r\n\r\n\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t<span class=\"ot-icon-list-icon\">\r\n\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-arrow-alt-circle-right\"><\/i>\t\t\t\t\t\t\t<\/span>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ot-icon-list-text\">4. Case-tutkimukset: Yritykset yhdist\u00e4v\u00e4t GDPR:n ja teko\u00e4lyn<\/span>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\r\n\t\t\t\t\t\t\t\t        \t\t\t<\/li>\r\n\t        \t\t\t        \t\t\t<li class=\"ot-icon-list-item\">\r\n\t        \t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"title-link\" href=\"#5-id\">\r\n\r\n\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t<span class=\"ot-icon-list-icon\">\r\n\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-arrow-alt-circle-right\"><\/i>\t\t\t\t\t\t\t<\/span>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ot-icon-list-text\">5. Teko\u00e4lyn ja GDPR:n tulevaisuus digitaalisessa markkinoinnissa<\/span>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\r\n\t\t\t\t\t\t\t\t        \t\t\t<\/li>\r\n\t        \t\t\t        \t<\/ul>\r\n\t        <\/div>\r\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-43feca7 elementor-section-content-middle 1-classe ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"43feca7\" data-element_type=\"section\" id=\"1-id\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-914e396 ot-column-items-center ot-flex-column-vertical\" data-id=\"914e396\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-68965b7 elementor-widget__width-initial elementor-widget elementor-widget-iheading\" data-id=\"68965b7\" data-element_type=\"widget\" data-widget_type=\"iheading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ot-heading\">\r\n\t        <h2 class=\"main-heading\">1. Teko\u00e4lyn haasteiden ymm\u00e4rt\u00e4minen GDPR:n edess\u00e4<\/h2>\t    <\/div>\r\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-16cb85e ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"16cb85e\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-02a6caf ot-flex-column-vertical\" data-id=\"02a6caf\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-39d0de0 elementor-widget elementor-widget-text-editor\" data-id=\"39d0de0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h4><span style=\"color: #003366;\">Teko\u00e4lyn luonne ja datan k\u00e4ytt\u00f6<\/span><\/h4><p>L&#039;<strong>teko\u00e4ly<\/strong> Teko\u00e4ly hy\u00f6dynt\u00e4\u00e4 edistyneit\u00e4 tekniikoita, kuten koneoppimista, ennakoivaa analytiikkaa ja personointia, k\u00e4sitell\u00e4kseen ja hy\u00f6dynt\u00e4\u00e4kseen valtavia tietom\u00e4\u00e4ri\u00e4. N\u00e4m\u00e4 teknologiat auttavat yrityksi\u00e4 ymm\u00e4rt\u00e4m\u00e4\u00e4n paremmin kuluttajien k\u00e4ytt\u00e4ytymist\u00e4, tarkentamaan markkinointistrategioitaan ja tarjoamaan kohdennetumpia kokemuksia. N\u00e4m\u00e4 prosessit edellytt\u00e4v\u00e4t kuitenkin p\u00e4\u00e4sy\u00e4 henkil\u00f6tietoihin, mik\u00e4 her\u00e4tt\u00e4\u00e4 kriittisi\u00e4 kysymyksi\u00e4 yksityisyyden suojaan ja s\u00e4\u00e4ntelyn, mukaan lukien GDPR:n, noudattamiseen liittyen.<\/p><h4><span style=\"color: #003366;\">Mahdollisia teko\u00e4lyyn ja tietosuojaan liittyvi\u00e4 ongelmia<\/span><\/h4><p>Integraatio<strong>Teko\u00e4ly digitaalisessa markkinoinnissa<\/strong> ei ole riskit\u00f6n. Yksi suurimmista haasteista on l\u00e4pin\u00e4kyvyyden puute: k\u00e4ytetyt algoritmit ovat usein l\u00e4pin\u00e4kym\u00e4tt\u00f6mi\u00e4, mink\u00e4 vuoksi k\u00e4ytt\u00e4jien on vaikea ymm\u00e4rt\u00e4\u00e4, miten heid\u00e4n tietojaan k\u00e4sitell\u00e4\u00e4n. Lis\u00e4ksi teko\u00e4ly voi aiheuttaa tahattomia vinoumia, jotka johtavat syrjiviin p\u00e4\u00e4t\u00f6ksiin. Lopuksi, massiivinen tiedonkeruu, joka on usein v\u00e4ltt\u00e4m\u00e4t\u00f6nt\u00e4 teko\u00e4lymallien sy\u00f6tt\u00e4miseksi, aiheuttaa suuria riskej\u00e4 vuotojen tai v\u00e4\u00e4rink\u00e4yt\u00f6n sattuessa. N\u00e4m\u00e4 haasteet edellytt\u00e4v\u00e4t tiukkaa l\u00e4hestymistapaa henkil\u00f6tietojen suojan varmistamiseksi samalla kun teko\u00e4lyn ominaisuuksia hy\u00f6dynnet\u00e4\u00e4n.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4d6db81 elementor-section-content-middle ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4d6db81\" data-element_type=\"section\" id=\"2-id\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5b46229 ot-column-items-center ot-flex-column-vertical\" data-id=\"5b46229\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bb091f5 elementor-widget__width-initial elementor-widget elementor-widget-iheading\" data-id=\"bb091f5\" data-element_type=\"widget\" data-widget_type=\"iheading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ot-heading\">\r\n\t        <h2 class=\"main-heading\">2. GDPR-periaatteiden noudattaminen teko\u00e4lyn yhteydess\u00e4<\/h2>\t    <\/div>\r\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7776d12 ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7776d12\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9be863b ot-flex-column-vertical\" data-id=\"9be863b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-aa471c8 elementor-widget elementor-widget-text-editor\" data-id=\"aa471c8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h4><span style=\"color: #003366;\">Tietojen minimointi<\/span><\/h4><p>Tiedon minimoinnin periaate on ytimess\u00e4 <strong>GDPR<\/strong> ja se on erityisen merkityksellinen teko\u00e4lyn yhteydess\u00e4. Se edellytt\u00e4\u00e4 yrityksilt\u00e4 henkil\u00f6tietojen ker\u00e4\u00e4misen rajoittamista siihen, mik\u00e4 on ehdottoman v\u00e4ltt\u00e4m\u00e4t\u00f6nt\u00e4 tiettyjen markkinointitavoitteiden saavuttamiseksi. Teko\u00e4lyn yhteydess\u00e4 t\u00e4m\u00e4 tarkoittaa, ett\u00e4 vain olennaisia tietoja tulisi ker\u00e4t\u00e4 ja k\u00e4ytt\u00e4\u00e4, jolloin v\u00e4ltet\u00e4\u00e4n kiusaus ker\u00e4t\u00e4 massiivisia tietoja &quot;varmuuden vuoksi&quot;. T\u00e4m\u00e4 l\u00e4hestymistapa ei ainoastaan v\u00e4henn\u00e4 yksityisyyden loukkausten riskej\u00e4, vaan my\u00f6s optimoi algoritmien tehokkuutta keskitt\u00e4m\u00e4ll\u00e4 ne tiettyihin <strong>asiaankuuluvat tiedot<\/strong>.<\/p><h4><span style=\"color: #003366;\">L\u00e4pin\u00e4kyvyys ja k\u00e4ytt\u00e4j\u00e4tiedot<\/span><\/h4><p>L\u00e4pin\u00e4kyvyys on toinen asia <strong>GDPR:n peruspilari<\/strong>Teko\u00e4lyn k\u00e4yt\u00f6ss\u00e4 yritysten on tiedotettava k\u00e4ytt\u00e4jille selke\u00e4sti siit\u00e4, miten algoritmit k\u00e4sittelev\u00e4t heid\u00e4n tietojaan. T\u00e4h\u00e4n sis\u00e4ltyy l\u00e4pin\u00e4kyv\u00e4 viestint\u00e4 k\u00e4sittelyn tarkoituksista, ker\u00e4ttyjen tietojen tyypeist\u00e4 ja mahdollisista seurauksista k\u00e4ytt\u00e4jille. Ymm\u00e4rrett\u00e4vien selitysten k\u00e4ytt\u00f6 ja teknisen ammattikielen v\u00e4ltt\u00e4minen on olennaista sen varmistamiseksi, ett\u00e4 k\u00e4ytt\u00e4j\u00e4t voivat tehd\u00e4 tietoon perustuvia p\u00e4\u00e4t\u00f6ksi\u00e4.<\/p><h4><span style=\"color: #003366;\">Nimenomainen suostumus<\/span><\/h4><p>K\u00e4ytt\u00e4jien nimenomaisen suostumuksen saaminen on ratkaisevan t\u00e4rke\u00e4 vaatimus<strong>GDPR-hakemus<\/strong>Yritysten on otettava k\u00e4ytt\u00f6\u00f6n tehokkaita strategioita sen varmistamiseksi, ett\u00e4 k\u00e4ytt\u00e4j\u00e4t ymm\u00e4rt\u00e4v\u00e4t t\u00e4ysin, miten teko\u00e4ly k\u00e4ytt\u00e4\u00e4 heid\u00e4n tietojaan, ennen kuin he antavat suostumuksensa. T\u00e4h\u00e4n voi sis\u00e4lty\u00e4 selkeiden ja yksityiskohtaisten suostumuslomakkeiden k\u00e4ytt\u00f6 sek\u00e4 yksityiskohtaiset vaihtoehdot, joiden avulla k\u00e4ytt\u00e4j\u00e4t voivat valita nimenomaan ne k\u00e4sittelytyypit, joihin he suostuvat. Tietoinen suostumus ei ole ainoastaan lakis\u00e4\u00e4teinen vaatimus, vaan my\u00f6s tapa rakentaa k\u00e4ytt\u00e4jien luottamusta yrityksen k\u00e4yt\u00e4nt\u00f6ihin.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5743ef2 elementor-section-content-middle ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5743ef2\" data-element_type=\"section\" id=\"3-id\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-06c74d7 ot-column-items-center ot-flex-column-vertical\" data-id=\"06c74d7\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6e77867 elementor-widget__width-initial elementor-widget elementor-widget-iheading\" data-id=\"6e77867\" data-element_type=\"widget\" data-widget_type=\"iheading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ot-heading\">\r\n\t        <h2 class=\"main-heading\">3. Parhaat k\u00e4yt\u00e4nn\u00f6t tietojen suojaamiseen teko\u00e4lyprojekteissa<\/h2>\t    <\/div>\r\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2eb8b69 ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2eb8b69\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-da0d9a3 ot-flex-column-vertical\" data-id=\"da0d9a3\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6a45413 elementor-widget elementor-widget-text-editor\" data-id=\"6a45413\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h4><span style=\"color: #003366;\">Anonymisointi ja pseudonymisointi<\/span><\/h4><p>Anonymisointi ja pseudonymisointi ovat olennaisia tekniikoita k\u00e4ytt\u00e4jien identiteettien suojaamiseksi teko\u00e4lyn avulla k\u00e4sitelt\u00e4ess\u00e4 tietoja. <strong>Anonymisointi<\/strong> sis\u00e4lt\u00e4\u00e4 tietojen muokkaamisen siten, ett\u00e4 niit\u00e4 ei voida en\u00e4\u00e4 yhdist\u00e4\u00e4 tiettyyn henkil\u00f6\u00f6n, jolloin heid\u00e4n tunnistamisensa on mahdotonta. <strong>Pseudonymisointi<\/strong>toisaalta korvaa tunnistettavat tiedot tunnisteilla tai koodeilla, samalla mahdollistaen tietojen uudelleentunnistamisen tarvittaessa valvotuissa olosuhteissa. N\u00e4m\u00e4 menetelm\u00e4t auttavat v\u00e4hent\u00e4m\u00e4\u00e4n yksityisyyden loukkausten riskej\u00e4 ja hy\u00f6dynt\u00e4v\u00e4t silti tehokkaasti tietoja teko\u00e4lyalgoritmeille.<\/p><h4><span style=\"color: #003366;\">Tietosuojan vaikutustenarviointi (DPIA)<\/span><\/h4><p>Ennen teko\u00e4lyprojektin k\u00e4ynnist\u00e4mist\u00e4 on ratkaisevan t\u00e4rke\u00e4\u00e4 suorittaa <strong>Tietosuojan vaikutustenarviointi (DPIA)<\/strong>T\u00e4m\u00e4 arviointi auttaa tunnistamaan k\u00e4ytt\u00e4jien yksityisyyteen kohdistuvia mahdollisia riskej\u00e4 ja kehitt\u00e4m\u00e4\u00e4n toimenpiteit\u00e4 niiden lievent\u00e4miseksi. Tietosuojavaikutusten arviointi tulisi tehd\u00e4, kun tietojenk\u00e4sittelyyn liittyy suuria riskej\u00e4, kuten teko\u00e4lyprojekteissa, joissa k\u00e4sitell\u00e4\u00e4n arkaluonteisia tai suuria m\u00e4\u00e4ri\u00e4 henkil\u00f6tietoja. Yksityiskohtainen tietosuojavaikutusten arviointi auttaa varmistamaan, ett\u00e4 tietojenk\u00e4sittelyk\u00e4yt\u00e4nn\u00f6t ovat GDPR-vaatimusten mukaisia ja suojaa k\u00e4ytt\u00e4jien oikeuksia.<\/p><h4><span style=\"color: #003366;\">Tiedonhallinta<\/span><\/h4><p>Luo vankka <span style=\"color: #000000;\"><a style=\"color: #000000;\" href=\"https:\/\/viqtor.eu\/fi\/gouvernance-des-donnees\/\"><strong>tiedonhallinta<\/strong><\/a><\/span> on ratkaisevan t\u00e4rke\u00e4\u00e4 teko\u00e4lyn k\u00e4sittelemien tietojen vaatimustenmukaisuuden ja turvallisuuden varmistamiseksi. T\u00e4h\u00e4n sis\u00e4ltyy tiukkojen sis\u00e4isten k\u00e4yt\u00e4nt\u00f6jen luominen tiedonhallintaa varten, tietosuojavastuiden m\u00e4\u00e4rittely ja s\u00e4\u00e4nn\u00f6llisten tarkastusten toteuttaminen vaatimustenmukaisuuden varmistamiseksi. Hyv\u00e4 hallintotapa ei ainoastaan suojaa henkil\u00f6tietoja, vaan my\u00f6s yll\u00e4pit\u00e4\u00e4 k\u00e4ytt\u00e4jien luottamusta ja varmistaa teko\u00e4lyteknologioiden vastuullisen hallinnan.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6942a29 elementor-section-content-middle ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6942a29\" data-element_type=\"section\" id=\"4-id\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6519057 ot-column-items-center ot-flex-column-vertical\" data-id=\"6519057\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9702273 elementor-widget__width-initial elementor-widget elementor-widget-iheading\" data-id=\"9702273\" data-element_type=\"widget\" data-widget_type=\"iheading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ot-heading\">\r\n\t        <h2 class=\"main-heading\">4. Case-tutkimukset: Yritykset yhdist\u00e4v\u00e4t GDPR:n ja teko\u00e4lyn<\/h2>\t    <\/div>\r\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ab0c896 ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ab0c896\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-df49ea8 ot-flex-column-vertical\" data-id=\"df49ea8\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-171a9ac elementor-widget elementor-widget-text-editor\" data-id=\"171a9ac\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Jotkut yritykset ovat onnistuneesti integroineet teko\u00e4lyn noudattaen samalla GDPR:n tiukkoja vaatimuksia. Esimerkiksi <strong>Spotify<\/strong> k\u00e4ytt\u00e4\u00e4 teko\u00e4ly\u00e4 musiikkisuositusten personointiin samalla noudattaen tiedon minimointipolitiikkaa ja ker\u00e4\u00e4m\u00e4ll\u00e4 vain tiedot, jotka ovat tarpeen k\u00e4ytt\u00e4j\u00e4kokemuksen parantamiseksi. Samoin <strong>L&#039;Or\u00e9al<\/strong> on ottanut k\u00e4ytt\u00f6\u00f6n teko\u00e4lyj\u00e4rjestelmi\u00e4 kuluttajien mieltymysten analysoimiseksi ja markkinointikampanjoidensa optimoimiseksi varmistaen samalla t\u00e4yden l\u00e4pin\u00e4kyvyyden datan k\u00e4yt\u00f6ss\u00e4 ja hankkien nimenomaisen suostumuksen prosessin jokaisessa vaiheessa.<\/p><p style=\"text-align: center;\"><strong><span style=\"color: #003366;\">N\u00e4m\u00e4 yritykset osoittavat, ett\u00e4 teko\u00e4lyn ja GDPR:n yhteensovittaminen on mahdollista omaksumalla tiukkoja strategioita. Ensinn\u00e4kin tiedon minimoinnin on oltava keskeisess\u00e4 asemassa kaikissa teko\u00e4lystrategioissa, jotta v\u00e4ltet\u00e4\u00e4n liiallinen tiedonkeruu. Toiseksi l\u00e4pin\u00e4kyvyys on olennaista: k\u00e4ytt\u00e4jille on tiedotettava selke\u00e4ll\u00e4 ja helposti saatavilla olevalla tavalla siit\u00e4, miten heid\u00e4n tietojaan k\u00e4sitell\u00e4\u00e4n. Lopuksi nimenomaisen suostumuksen saaminen, paitsi tiedonkeruuseen my\u00f6s teko\u00e4lyn suorittamaan tietojen k\u00e4sittelyyn, on ratkaisevan t\u00e4rke\u00e4\u00e4 luottamuksellisen suhteen rakentamiseksi k\u00e4ytt\u00e4jiin. N\u00e4m\u00e4 esimerkit voivat inspiroida muita yrityksi\u00e4 omaksumaan vastaavia k\u00e4yt\u00e4nt\u00f6j\u00e4 innovaatioiden ja vaatimustenmukaisuuden yhdist\u00e4miseksi.<\/span><\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-127b056 elementor-section-content-middle ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"127b056\" data-element_type=\"section\" id=\"5-id\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6147ecc ot-column-items-center ot-flex-column-vertical\" data-id=\"6147ecc\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-62e2c22 elementor-widget__width-initial elementor-widget elementor-widget-iheading\" data-id=\"62e2c22\" data-element_type=\"widget\" data-widget_type=\"iheading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ot-heading\">\r\n\t        <h2 class=\"main-heading\">5. Teko\u00e4lyn ja GDPR:n tulevaisuus digitaalisessa markkinoinnissa<\/h2>\t    <\/div>\r\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3146d21 ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3146d21\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c4ba0b5 ot-flex-column-vertical\" data-id=\"c4ba0b5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7d6a291 elementor-widget elementor-widget-text-editor\" data-id=\"7d6a291\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h4><span style=\"color: #003366;\">Lains\u00e4\u00e4d\u00e4nn\u00f6n kehitys<\/span><\/h4><p>Kuten<strong>teko\u00e4ly<\/strong> Maailmantalouden kehittyess\u00e4 my\u00f6s tietosuojas\u00e4\u00e4nn\u00f6kset, kuten GDPR, kehittyv\u00e4t. Euroopan unioni tutkii jo teko\u00e4ly\u00e4 koskevia erityisi\u00e4 lains\u00e4\u00e4d\u00e4nt\u00f6kehyksi\u00e4, joissa keskityt\u00e4\u00e4n etiikkaan, l\u00e4pin\u00e4kyvyyteen ja riskienhallintaan. Yritysten tulisi siksi ennakoida GDPR:n mahdollisia muutoksia tai uusien s\u00e4\u00e4nn\u00f6sten k\u00e4ytt\u00f6\u00f6nottoa, jotka voisivat asettaa lis\u00e4vaatimuksia tietosuojan ja algoritmien vastuullisuuden osalta.<\/p><h4><span style=\"color: #003366;\">Trendit ja innovaatiot<\/span><\/h4><p>Pysy\u00e4kseen vaatimustenmukaisina ja hy\u00f6dynt\u00e4\u00e4kseen teknologista kehityst\u00e4 yritysten on omaksuttava ennakoiva l\u00e4hestymistapa. T\u00e4h\u00e4n sis\u00e4ltyy seuraavien periaatteiden sis\u00e4llytt\u00e4minen: &quot;\u00a0<strong>sis\u00e4\u00e4nrakennettu yksityisyys<\/strong>&quot;, jossa tietosuoja on integroitu teko\u00e4lyj\u00e4rjestelmien suunnitteluun. Lis\u00e4ksi investoinnit teknologioihin, kuten federoituun oppimiseen, joka mahdollistaa teko\u00e4lymallien kouluttamisen ilman henkil\u00f6tietojen keskitt\u00e4mist\u00e4, voisivat tulla merkitt\u00e4v\u00e4ksi trendiksi. Lopuksi yritysten on pysytt\u00e4v\u00e4 ketterin\u00e4 ja seurattava tarkasti lains\u00e4\u00e4d\u00e4nn\u00f6n innovaatioita voidakseen nopeasti mukauttaa k\u00e4yt\u00e4nt\u00f6j\u00e4\u00e4n ja s\u00e4ilytt\u00e4\u00e4 tasapainon innovaatioiden ja vaatimustenmukaisuuden v\u00e4lill\u00e4. N\u00e4iden kehityskulkujen ennakointi antaa yrityksille mahdollisuuden hy\u00f6dynt\u00e4\u00e4 teko\u00e4ly\u00e4 samalla kun kunnioitetaan k\u00e4ytt\u00e4jien oikeuksia ja noudatetaan tulevia m\u00e4\u00e4r\u00e4yksi\u00e4.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e115189 elementor-section-content-middle ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e115189\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-500ed7e ot-column-items-center ot-flex-column-vertical\" data-id=\"500ed7e\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1bf8ef5 elementor-widget__width-initial elementor-widget elementor-widget-iheading\" data-id=\"1bf8ef5\" data-element_type=\"widget\" data-widget_type=\"iheading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ot-heading\">\r\n\t        <h2 class=\"main-heading\">Johtop\u00e4\u00e4t\u00f6s<\/h2>\t    <\/div>\r\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-27e8a0d ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"27e8a0d\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a27ec95 ot-flex-column-vertical\" data-id=\"a27ec95\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a80d4a5 elementor-widget elementor-widget-text-editor\" data-id=\"a80d4a5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Sovittaa yhteen<strong> teko\u00e4ly ja GDPR digitaalisessa markkinoinnissa<\/strong> on yrityksille ratkaiseva haaste. Hyviin k\u00e4yt\u00e4nt\u00f6ihin kuuluu <strong>ker\u00e4tyn tiedon minimointi<\/strong>, siell\u00e4<strong> l\u00e4pin\u00e4kyvyys k\u00e4ytt\u00e4ji\u00e4 kohtaan<\/strong>, ja<strong>nimenomaisen suostumuksen hankkiminen<\/strong>Konkreettiset esimerkit osoittavat, ett\u00e4 teko\u00e4lyn integrointi on mahdollista samalla, kun noudatetaan lakis\u00e4\u00e4teisi\u00e4 vaatimuksia ja omaksutaan tiukkoja ja eettisi\u00e4 strategioita.<\/p><p>N\u00e4iden k\u00e4yt\u00e4nt\u00f6jen toteuttaminen on olennaista yrityksille henkil\u00f6tietojen suojaamiseksi ja teko\u00e4lyn t\u00e4ysim\u00e4\u00e4r\u00e4isen hy\u00f6dynt\u00e4misen kannalta. Ennakoiva ja eettinen l\u00e4hestymistapa teko\u00e4lyn k\u00e4ytt\u00f6\u00f6n ei ainoastaan auta varmistamaan GDPR-vaatimustenmukaisuutta, vaan my\u00f6s rakentaa k\u00e4ytt\u00e4jien luottamusta. Lis\u00e4tietoja saat tutustumalla <span style=\"color: #003366;\"><a style=\"color: #003366;\" href=\"https:\/\/viqtor.eu\/fi\/\"><strong>GDPR-vaatimustenmukaisuusalusta, Viqtor<\/strong><\/a><\/span>ja varmista, ett\u00e4 olet tietosuojan eturintamassa markkinointialoitteissasi.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a9c8a85 ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible\" data-id=\"a9c8a85\" data-element_type=\"section\" data-settings=\"{&quot;animation&quot;:&quot;fadeInUp&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2a8e44e ot-flex-column-vertical\" data-id=\"2a8e44e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-77eeb1e elementor-widget elementor-widget-iheading\" data-id=\"77eeb1e\" data-element_type=\"widget\" data-widget_type=\"iheading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ot-heading\">\r\n\t        <h2 class=\"main-heading\">Usein kysytyt kysymykset<\/h2>\t    <\/div>\r\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-853e7ff ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"853e7ff\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-top-column elementor-element elementor-element-49cb1a7 ot-flex-column-vertical\" data-id=\"49cb1a7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-eaaec4f ot-flex-column-vertical\" data-id=\"eaaec4f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cc094ae elementor-widget__width-initial elementor-widget elementor-widget-toggle\" data-id=\"cc094ae\" data-element_type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-toggle\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2131\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-2131\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-long-arrow-alt-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-long-arrow-alt-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Miten teko\u00e4ly voi kunnioittaa datan minimoinnin periaatetta?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2131\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-2131\"><p>Teko\u00e4lyn tulisi rajoittaa itsens\u00e4 ker\u00e4\u00e4m\u00e4\u00e4n ja k\u00e4sittelem\u00e4\u00e4n vain sellaista tietoa, joka on ehdottoman v\u00e4ltt\u00e4m\u00e4t\u00f6nt\u00e4 m\u00e4\u00e4riteltyjen markkinointitavoitteiden saavuttamiseksi. Yritysten on suunniteltava algoritmeja, jotka optimoivat suorituskyvyn ja minimoivat arkaluonteisten tietojen k\u00e4yt\u00f6n.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2132\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-2132\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-long-arrow-alt-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-long-arrow-alt-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Miten varmistaa teko\u00e4lyn l\u00e4pin\u00e4kyvyys k\u00e4ytt\u00e4jille?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2132\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-2132\"><p>Yritysten tulisi antaa selke\u00e4t selitykset siit\u00e4, miten teko\u00e4lyalgoritmit k\u00e4ytt\u00e4v\u00e4t dataa, mukaan lukien k\u00e4ytt\u00f6tarkoitukset ja mahdolliset tulokset, v\u00e4ltt\u00e4en teknist\u00e4 ammattikielt\u00e4.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2133\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-2133\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-long-arrow-alt-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-long-arrow-alt-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Miten saada tietoinen suostumus teko\u00e4lyn k\u00e4ytt\u00f6\u00f6n?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2133\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-2133\"><p>Nimenomainen suostumus voidaan saada tiedottamalla k\u00e4ytt\u00e4jille yksityiskohtaisesti teko\u00e4lyn suorittamasta heid\u00e4n tietojensa k\u00e4sittelyst\u00e4 ja tarjoamalla heille yksityiskohtaisia vaihtoehtoja.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2134\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-2134\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-long-arrow-alt-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-long-arrow-alt-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Mit\u00e4 tehd\u00e4, jos m\u00e4\u00e4r\u00e4yksi\u00e4 ei noudateta?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2134\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-2134\"><p>Jos s\u00e4\u00e4nn\u00f6ksi\u00e4 ei noudateta, on eritt\u00e4in t\u00e4rke\u00e4\u00e4 toimia nopeasti korjaamalla k\u00e4yt\u00e4nt\u00f6j\u00e4 ja konsultoimalla asiantuntijoita varmistaakseen t\u00e4yden vaatimustenmukaisuuden.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-top-column elementor-element elementor-element-9e0f2b5 ot-flex-column-vertical\" data-id=\"9e0f2b5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-56a956f ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"56a956f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c578332 ot-flex-column-vertical\" data-id=\"c578332\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-963e7a1 elementor-section-content-middle ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"963e7a1\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-b3df60d ot-flex-column-vertical\" data-id=\"b3df60d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d16d9be elementor-widget elementor-widget-iheading\" data-id=\"d16d9be\" data-element_type=\"widget\" data-widget_type=\"iheading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ot-heading\">\r\n\t        \t            <span>\/\/ UUTISET<\/span>\r\n\t        <h2 class=\"main-heading\">Lue viimeisimm\u00e4t uutiset<\/h2>\t    <\/div>\r\n\t    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-568a726 ot-flex-column-vertical\" data-id=\"568a726\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8992c4d ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8992c4d\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c7a2ed6 ot-flex-column-vertical\" data-id=\"c7a2ed6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6750e8f elementor-widget elementor-widget-ipost_carousel\" data-id=\"6750e8f\" data-element_type=\"widget\" data-widget_type=\"ipost_carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\r\n\t\t<div class=\"post-carousel pgrid\" data-show=\"3\" data-scroll=\"2\" data-dots=\"false\" data-arrow=\"true\">\r\n         \r\n\r\n\t\t\t\t<article class=\"post-box blog-item\">\r\n\t\t\t\t\t<div class=\"post-inner\">\r\n\t\t\t\t\t    \t\t\t\t\t        <div class=\"entry-media\">\r\n\t\t\t\t\t\t\t\t<div class=\"post-cat\"><span class=\"posted-in\"><a href=\"https:\/\/viqtor.eu\/fi\/category\/blog\/\" rel=\"category tag\">Blogi<\/a><\/span><\/div>\t\t\t\t\t\t\t\t<a href=\"https:\/\/viqtor.eu\/fi\/les-impacts-du-rgpd-sur-le-marketing-digital\/\">\r\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"601\" height=\"520\" src=\"https:\/\/viqtor.eu\/wp-content\/uploads\/2025\/04\/shutterstock_2595007207-601x520.jpg\" class=\"attachment-engitech-slider-post-thumbnail size-engitech-slider-post-thumbnail wp-post-image\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/a>\r\n\t\t\t\t\t\t\t<\/div>\t\t\t\t\t       \r\n\t\t\t\t\t    \t\t\t\t\t    <div class=\"inner-post\">\r\n\t\t\t\t\t\t\t<div class=\"entry-header\">\r\n\r\n\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t<h3 class=\"entry-title\"><a href=\"https:\/\/viqtor.eu\/fi\/les-impacts-du-rgpd-sur-le-marketing-digital\/\" rel=\"bookmark\">GDPR:n vaikutukset digitaaliseen markkinointiin<\/a><\/h3>\r\n\t\t\t\t\t\t\t<\/div><!-- .entry-header -->\r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t<div class=\"btn-readmore\">\r\n\t\t\t\t\t\t\t\t<a href=\"https:\/\/viqtor.eu\/fi\/les-impacts-du-rgpd-sur-le-marketing-digital\/\"><i class=\"flaticon-right-arrow-1\"><\/i>Lue lis\u00e4\u00e4<\/a>\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/article>\r\n\r\n\t         \r\n\r\n\t\t\t\t<article class=\"post-box blog-item\">\r\n\t\t\t\t\t<div class=\"post-inner\">\r\n\t\t\t\t\t    \t\t\t\t\t        <div class=\"entry-media\">\r\n\t\t\t\t\t\t\t\t<div class=\"post-cat\"><span class=\"posted-in\"><a href=\"https:\/\/viqtor.eu\/fi\/category\/blog\/\" rel=\"category tag\">Blogi<\/a><\/span><\/div>\t\t\t\t\t\t\t\t<a href=\"https:\/\/viqtor.eu\/fi\/rgpd-et-intelligence-artificielle-quels-sont-les-defis-a-venir\/\">\r\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"601\" height=\"520\" src=\"https:\/\/viqtor.eu\/wp-content\/uploads\/2023\/05\/A-qui-sapplique-le-Reglement-General-sur-la-Protection-des-Donnees-RGPD-601x520.webp\" class=\"attachment-engitech-slider-post-thumbnail size-engitech-slider-post-thumbnail wp-post-image\" alt=\"\u00c0 qui s\u2019applique le R\u00e8glement G\u00e9n\u00e9ral sur la Protection des Donn\u00e9es (RGPD)\" \/>\t\t\t\t\t\t\t\t<\/a>\r\n\t\t\t\t\t\t\t<\/div>\t\t\t\t\t       \r\n\t\t\t\t\t    \t\t\t\t\t    <div class=\"inner-post\">\r\n\t\t\t\t\t\t\t<div class=\"entry-header\">\r\n\r\n\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t<h3 class=\"entry-title\"><a href=\"https:\/\/viqtor.eu\/fi\/rgpd-et-intelligence-artificielle-quels-sont-les-defis-a-venir\/\" rel=\"bookmark\">GDPR ja teko\u00e4ly: mitk\u00e4 ovat tulevaisuuden haasteet?<\/a><\/h3>\r\n\t\t\t\t\t\t\t<\/div><!-- .entry-header -->\r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t<div class=\"btn-readmore\">\r\n\t\t\t\t\t\t\t\t<a href=\"https:\/\/viqtor.eu\/fi\/rgpd-et-intelligence-artificielle-quels-sont-les-defis-a-venir\/\"><i class=\"flaticon-right-arrow-1\"><\/i>Lue lis\u00e4\u00e4<\/a>\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/article>\r\n\r\n\t         \r\n\r\n\t\t\t\t<article class=\"post-box blog-item\">\r\n\t\t\t\t\t<div class=\"post-inner\">\r\n\t\t\t\t\t    \t\t\t\t\t        <div class=\"entry-media\">\r\n\t\t\t\t\t\t\t\t<div class=\"post-cat\"><span class=\"posted-in\"><a href=\"https:\/\/viqtor.eu\/fi\/category\/blog\/\" rel=\"category tag\">Blogi<\/a><\/span><\/div>\t\t\t\t\t\t\t\t<a href=\"https:\/\/viqtor.eu\/fi\/rgpd-et-cloud-computing-comment-etre-conforme\/\">\r\n\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"334\" src=\"https:\/\/viqtor.eu\/wp-content\/uploads\/2025\/04\/shutterstock_1383796784.jpg\" class=\"attachment-engitech-slider-post-thumbnail size-engitech-slider-post-thumbnail wp-post-image\" alt=\"RGPD et cloud computing : comment \u00eatre conforme ?\" srcset=\"https:\/\/viqtor.eu\/wp-content\/uploads\/2025\/04\/shutterstock_1383796784.jpg 500w, https:\/\/viqtor.eu\/wp-content\/uploads\/2025\/04\/shutterstock_1383796784-300x200.jpg 300w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/>\t\t\t\t\t\t\t\t<\/a>\r\n\t\t\t\t\t\t\t<\/div>\t\t\t\t\t       \r\n\t\t\t\t\t    \t\t\t\t\t    <div class=\"inner-post\">\r\n\t\t\t\t\t\t\t<div class=\"entry-header\">\r\n\r\n\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t<h3 class=\"entry-title\"><a href=\"https:\/\/viqtor.eu\/fi\/rgpd-et-cloud-computing-comment-etre-conforme\/\" rel=\"bookmark\">GDPR ja pilvipalvelut: miten t\u00e4ytt\u00e4\u00e4 vaatimukset?<\/a><\/h3>\r\n\t\t\t\t\t\t\t<\/div><!-- .entry-header -->\r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t<div class=\"btn-readmore\">\r\n\t\t\t\t\t\t\t\t<a href=\"https:\/\/viqtor.eu\/fi\/rgpd-et-cloud-computing-comment-etre-conforme\/\"><i class=\"flaticon-right-arrow-1\"><\/i>Lue lis\u00e4\u00e4<\/a>\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/article>\r\n\r\n\t         \r\n\r\n\t\t\t\t<article class=\"post-box blog-item\">\r\n\t\t\t\t\t<div class=\"post-inner\">\r\n\t\t\t\t\t    \t\t\t\t\t        <div class=\"entry-media\">\r\n\t\t\t\t\t\t\t\t<div class=\"post-cat\"><span class=\"posted-in\"><a href=\"https:\/\/viqtor.eu\/fi\/category\/blog\/\" rel=\"category tag\">Blogi<\/a><\/span><\/div>\t\t\t\t\t\t\t\t<a href=\"https:\/\/viqtor.eu\/fi\/5-criteres-pour-choisir-son-logiciel-de-conformite-rgpd-en-2025\/\">\r\n\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"601\" height=\"510\" src=\"https:\/\/viqtor.eu\/wp-content\/uploads\/2024\/10\/Les-etapes-cles-pour-une-mise-en-conformite-RGPD-reussie-601x510.webp\" class=\"attachment-engitech-slider-post-thumbnail size-engitech-slider-post-thumbnail wp-post-image\" alt=\"Les \u00e9tapes cl\u00e9s pour une mise en conformit\u00e9 RGPD r\u00e9ussie\" \/>\t\t\t\t\t\t\t\t<\/a>\r\n\t\t\t\t\t\t\t<\/div>\t\t\t\t\t       \r\n\t\t\t\t\t    \t\t\t\t\t    <div class=\"inner-post\">\r\n\t\t\t\t\t\t\t<div class=\"entry-header\">\r\n\r\n\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t<h3 class=\"entry-title\"><a href=\"https:\/\/viqtor.eu\/fi\/5-criteres-pour-choisir-son-logiciel-de-conformite-rgpd-en-2025\/\" rel=\"bookmark\">5 kriteeri\u00e4 GDPR-vaatimustenmukaisuusohjelmiston valintaan vuonna 2025?<\/a><\/h3>\r\n\t\t\t\t\t\t\t<\/div><!-- .entry-header -->\r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t<div class=\"btn-readmore\">\r\n\t\t\t\t\t\t\t\t<a href=\"https:\/\/viqtor.eu\/fi\/5-criteres-pour-choisir-son-logiciel-de-conformite-rgpd-en-2025\/\"><i class=\"flaticon-right-arrow-1\"><\/i>Lue lis\u00e4\u00e4<\/a>\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/article>\r\n\r\n\t         \r\n\r\n\t\t\t\t<article class=\"post-box blog-item\">\r\n\t\t\t\t\t<div class=\"post-inner\">\r\n\t\t\t\t\t    \t\t\t\t\t        <div class=\"entry-media\">\r\n\t\t\t\t\t\t\t\t<div class=\"post-cat\"><span class=\"posted-in\"><a href=\"https:\/\/viqtor.eu\/fi\/category\/blog\/\" rel=\"category tag\">Blogi<\/a><\/span><\/div>\t\t\t\t\t\t\t\t<a href=\"https:\/\/viqtor.eu\/fi\/quels-sont-les-risques-en-cas-de-non-conformite-au-rgpd\/\">\r\n\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"601\" height=\"520\" src=\"https:\/\/viqtor.eu\/wp-content\/uploads\/2023\/04\/Securite-des-donnees-lerreur-est-humaine-601x520.webp\" class=\"attachment-engitech-slider-post-thumbnail size-engitech-slider-post-thumbnail wp-post-image\" alt=\"S\u00e9curit\u00e9 des donn\u00e9es l\u2019erreur est humaine\" \/>\t\t\t\t\t\t\t\t<\/a>\r\n\t\t\t\t\t\t\t<\/div>\t\t\t\t\t       \r\n\t\t\t\t\t    \t\t\t\t\t    <div class=\"inner-post\">\r\n\t\t\t\t\t\t\t<div class=\"entry-header\">\r\n\r\n\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t<h3 class=\"entry-title\"><a href=\"https:\/\/viqtor.eu\/fi\/quels-sont-les-risques-en-cas-de-non-conformite-au-rgpd\/\" rel=\"bookmark\">Mit\u00e4 riskej\u00e4 GDPR:n noudattamatta j\u00e4tt\u00e4miseen liittyy?<\/a><\/h3>\r\n\t\t\t\t\t\t\t<\/div><!-- .entry-header -->\r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t<div class=\"btn-readmore\">\r\n\t\t\t\t\t\t\t\t<a href=\"https:\/\/viqtor.eu\/fi\/quels-sont-les-risques-en-cas-de-non-conformite-au-rgpd\/\"><i class=\"flaticon-right-arrow-1\"><\/i>Lue lis\u00e4\u00e4<\/a>\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/article>\r\n\r\n\t         \r\n\r\n\t\t\t\t<article class=\"post-box blog-item\">\r\n\t\t\t\t\t<div class=\"post-inner\">\r\n\t\t\t\t\t    \t\t\t\t\t        <div class=\"entry-media\">\r\n\t\t\t\t\t\t\t\t<div class=\"post-cat\"><span class=\"posted-in\"><a href=\"https:\/\/viqtor.eu\/fi\/category\/blog\/\" rel=\"category tag\">Blogi<\/a><\/span><\/div>\t\t\t\t\t\t\t\t<a href=\"https:\/\/viqtor.eu\/fi\/rgpd-et-cookies-comment-se-conformer-aux-dernieres-exigences-de-la-cnil\/\">\r\n\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"601\" height=\"520\" src=\"https:\/\/viqtor.eu\/wp-content\/uploads\/2023\/04\/Exercice-des-droits-dacces-portabilite-601x520.jpg\" class=\"attachment-engitech-slider-post-thumbnail size-engitech-slider-post-thumbnail wp-post-image\" alt=\"Exercice des droits d\u2019acc\u00e8s, portabilit\u00e9 : quels sont les pouvoirs d\u2019un mandataire ?\" \/>\t\t\t\t\t\t\t\t<\/a>\r\n\t\t\t\t\t\t\t<\/div>\t\t\t\t\t       \r\n\t\t\t\t\t    \t\t\t\t\t    <div class=\"inner-post\">\r\n\t\t\t\t\t\t\t<div class=\"entry-header\">\r\n\r\n\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t<h3 class=\"entry-title\"><a href=\"https:\/\/viqtor.eu\/fi\/rgpd-et-cookies-comment-se-conformer-aux-dernieres-exigences-de-la-cnil\/\" rel=\"bookmark\">GDPR ja ev\u00e4steet: miten noudattaa uusimpia CNIL-vaatimuksia?<\/a><\/h3>\r\n\t\t\t\t\t\t\t<\/div><!-- .entry-header -->\r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t<div class=\"btn-readmore\">\r\n\t\t\t\t\t\t\t\t<a href=\"https:\/\/viqtor.eu\/fi\/rgpd-et-cookies-comment-se-conformer-aux-dernieres-exigences-de-la-cnil\/\"><i class=\"flaticon-right-arrow-1\"><\/i>Lue lis\u00e4\u00e4<\/a>\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/article>\r\n\r\n\t         \r\n\r\n\t\t\t\t<article class=\"post-box blog-item\">\r\n\t\t\t\t\t<div class=\"post-inner\">\r\n\t\t\t\t\t    \t\t\t\t\t        <div class=\"entry-media\">\r\n\t\t\t\t\t\t\t\t<div class=\"post-cat\"><span class=\"posted-in\"><a href=\"https:\/\/viqtor.eu\/fi\/category\/blog\/\" rel=\"category tag\">Blogi<\/a><\/span><\/div>\t\t\t\t\t\t\t\t<a href=\"https:\/\/viqtor.eu\/fi\/les-8-erreurs-a-eviter-lors-de-la-mise-en-conformite-rgpd\/\">\r\n\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"601\" height=\"520\" src=\"https:\/\/viqtor.eu\/wp-content\/uploads\/2023\/04\/Exercice-des-droits-dacces-portabilite-601x520.jpg\" class=\"attachment-engitech-slider-post-thumbnail size-engitech-slider-post-thumbnail wp-post-image\" alt=\"Exercice des droits d\u2019acc\u00e8s, portabilit\u00e9 : quels sont les pouvoirs d\u2019un mandataire ?\" \/>\t\t\t\t\t\t\t\t<\/a>\r\n\t\t\t\t\t\t\t<\/div>\t\t\t\t\t       \r\n\t\t\t\t\t    \t\t\t\t\t    <div class=\"inner-post\">\r\n\t\t\t\t\t\t\t<div class=\"entry-header\">\r\n\r\n\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t<h3 class=\"entry-title\"><a href=\"https:\/\/viqtor.eu\/fi\/les-8-erreurs-a-eviter-lors-de-la-mise-en-conformite-rgpd\/\" rel=\"bookmark\">8 virhett\u00e4, joita kannattaa v\u00e4ltt\u00e4\u00e4 GDPR:\u00e4\u00e4 noudattaessa<\/a><\/h3>\r\n\t\t\t\t\t\t\t<\/div><!-- .entry-header -->\r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t<div class=\"btn-readmore\">\r\n\t\t\t\t\t\t\t\t<a href=\"https:\/\/viqtor.eu\/fi\/les-8-erreurs-a-eviter-lors-de-la-mise-en-conformite-rgpd\/\"><i class=\"flaticon-right-arrow-1\"><\/i>Lue lis\u00e4\u00e4<\/a>\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/article>\r\n\r\n\t         \r\n\r\n\t\t\t\t<article class=\"post-box blog-item\">\r\n\t\t\t\t\t<div class=\"post-inner\">\r\n\t\t\t\t\t    \t\t\t\t\t        <div class=\"entry-media\">\r\n\t\t\t\t\t\t\t\t<div class=\"post-cat\"><span class=\"posted-in\"><a href=\"https:\/\/viqtor.eu\/fi\/category\/blog\/\" rel=\"category tag\">Blogi<\/a><\/span><\/div>\t\t\t\t\t\t\t\t<a href=\"https:\/\/viqtor.eu\/fi\/checklist-rgpd-pour-les-tpe-pme-les-etapes-essentielles-pour-etre-conforme-en-2025\/\">\r\n\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"601\" height=\"520\" src=\"https:\/\/viqtor.eu\/wp-content\/uploads\/2023\/04\/Decisions-automatisees-comment-le-RGPD-est-il-mis-en-oeuvre-601x520.jpg\" class=\"attachment-engitech-slider-post-thumbnail size-engitech-slider-post-thumbnail wp-post-image\" alt=\"D\u00e9cisions automatis\u00e9es : comment le RGPD est-il mis en \u0153uvre ?\" \/>\t\t\t\t\t\t\t\t<\/a>\r\n\t\t\t\t\t\t\t<\/div>\t\t\t\t\t       \r\n\t\t\t\t\t    \t\t\t\t\t    <div class=\"inner-post\">\r\n\t\t\t\t\t\t\t<div class=\"entry-header\">\r\n\r\n\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t<h3 class=\"entry-title\"><a href=\"https:\/\/viqtor.eu\/fi\/checklist-rgpd-pour-les-tpe-pme-les-etapes-essentielles-pour-etre-conforme-en-2025\/\" rel=\"bookmark\">GDPR-tarkistuslista pienille ja keskisuurille yrityksille: Olennaiset vaiheet vaatimustenmukaisuuden saavuttamiseksi vuonna 2025<\/a><\/h3>\r\n\t\t\t\t\t\t\t<\/div><!-- .entry-header -->\r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t<div class=\"btn-readmore\">\r\n\t\t\t\t\t\t\t\t<a href=\"https:\/\/viqtor.eu\/fi\/checklist-rgpd-pour-les-tpe-pme-les-etapes-essentielles-pour-etre-conforme-en-2025\/\"><i class=\"flaticon-right-arrow-1\"><\/i>Lue lis\u00e4\u00e4<\/a>\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/article>\r\n\r\n\t         \r\n\r\n\t\t\t\t<article class=\"post-box blog-item\">\r\n\t\t\t\t\t<div class=\"post-inner\">\r\n\t\t\t\t\t    \t\t\t\t\t        <div class=\"entry-media\">\r\n\t\t\t\t\t\t\t\t<div class=\"post-cat\"><span class=\"posted-in\"><a href=\"https:\/\/viqtor.eu\/fi\/category\/blog\/\" rel=\"category tag\">Blogi<\/a><\/span><\/div>\t\t\t\t\t\t\t\t<a href=\"https:\/\/viqtor.eu\/fi\/pourquoi-le-rgpd-est-un-element-cle-de-la-cyber-securite-dune-entreprise\/\">\r\n\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"601\" height=\"504\" src=\"https:\/\/viqtor.eu\/wp-content\/uploads\/2024\/10\/Pourquoi-le-RGPD-est-un-element-cle-de-la-cyber-securite-dune-entreprise-601x504.webp\" class=\"attachment-engitech-slider-post-thumbnail size-engitech-slider-post-thumbnail wp-post-image\" alt=\"Pourquoi le RGPD est un \u00e9l\u00e9ment cl\u00e9 de la cyber s\u00e9curit\u00e9 d&#039;une entreprise\" \/>\t\t\t\t\t\t\t\t<\/a>\r\n\t\t\t\t\t\t\t<\/div>\t\t\t\t\t       \r\n\t\t\t\t\t    \t\t\t\t\t    <div class=\"inner-post\">\r\n\t\t\t\t\t\t\t<div class=\"entry-header\">\r\n\r\n\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t<h3 class=\"entry-title\"><a href=\"https:\/\/viqtor.eu\/fi\/pourquoi-le-rgpd-est-un-element-cle-de-la-cyber-securite-dune-entreprise\/\" rel=\"bookmark\">Miksi GDPR on keskeinen osa yrityksen kyberturvallisuutta<\/a><\/h3>\r\n\t\t\t\t\t\t\t<\/div><!-- .entry-header -->\r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t<div class=\"btn-readmore\">\r\n\t\t\t\t\t\t\t\t<a href=\"https:\/\/viqtor.eu\/fi\/pourquoi-le-rgpd-est-un-element-cle-de-la-cyber-securite-dune-entreprise\/\"><i class=\"flaticon-right-arrow-1\"><\/i>Lue lis\u00e4\u00e4<\/a>\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/article>\r\n\r\n\t        \t    <\/div>\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3d46efd ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3d46efd\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-704b582 ot-flex-column-vertical\" data-id=\"704b582\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-122dcab elementor-align-center elementor-widget elementor-widget-button\" data-id=\"122dcab\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-lg\" href=\"https:\/\/viqtor.eu\/fi\/blog\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-long-arrow-alt-right\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">KAIKKI UUTISET<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Kuinka yhdist\u00e4\u00e4 GDPR ja teko\u00e4ly digitaalisessa markkinoinnissa: Tietosuojan parhaat k\u00e4yt\u00e4nn\u00f6t Pyyd\u00e4 demo Digitaalisen markkinoinnin nopea kehitys on johtanut teko\u00e4lyn (AI) lis\u00e4\u00e4ntyv\u00e4\u00e4n integrointiin liiketoimintastrategioihin, mik\u00e4 mahdollistaa yksil\u00f6llisten kokemusten tarjoamisen, valtavien tietom\u00e4\u00e4rien analysoinnin ja toimintojensa optimoinnin [\u2026]<\/p>","protected":false},"author":1,"featured_media":12337,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"class_list":["post-12324","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>RGPD et Intelligence Artificielle dans le Marketing Digital - Viqtor<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez comment concilier RGPD et IA dans le marketing digital avec des bonnes pratiques pour prot\u00e9ger les donn\u00e9es des utilisateurs.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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