{"id":132,"date":"2026-03-12T08:37:50","date_gmt":"2026-03-12T08:37:50","guid":{"rendered":"https:\/\/kyberturva-lab.fi\/kyberph\/?page_id=132"},"modified":"2026-08-22T09:13:13","modified_gmt":"2026-08-22T09:13:13","slug":"dataekosysteemit","status":"publish","type":"page","link":"https:\/\/kyberturva-lab.fi\/index.php\/dataekosysteemit\/","title":{"rendered":"Dataekosysteemit"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"132\" class=\"elementor elementor-132\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-48fa50c e-flex e-con-boxed e-con e-parent\" data-id=\"48fa50c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-9c73436 e-con-full e-flex e-con e-child\" data-id=\"9c73436\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c32fe38 elementor-widget elementor-widget-heading\" data-id=\"c32fe38\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">MIT\u00c4 DATAEKOSYSTEEMI TARKOITTAA? <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a3b8a22 elementor-widget elementor-widget-text-editor\" data-id=\"a3b8a22\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span class=\"TextRun SCXW157359105 BCX8\" lang=\"FI-FI\" xml:lang=\"FI-FI\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW157359105 BCX8\">Lyhyesti<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">\u00a0kuvattuna<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">\u00a0dataekosysteemi<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">\u00a0on\u00a0<\/span><\/span><strong><span class=\"TextRun SCXW157359105 BCX8\" lang=\"FI-FI\" xml:lang=\"FI-FI\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW157359105 BCX8\">yhteisty\u00f6verkosto<\/span><\/span><\/strong><span class=\"TextRun SCXW157359105 BCX8\" lang=\"FI-FI\" xml:lang=\"FI-FI\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW157359105 BCX8\">, jossa\u00a0<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">tietoa jaetaan digitaalisessa muodossa yhteisty\u00f6t\u00e4 tekevien osapuolien v\u00e4lill\u00e4. D<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">ata<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">n jako toteutuu<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">\u00a0mukana olevien yritysten<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">\u00a0ja<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">\u00a0<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">organisaatioiden j\u00e4rjestelmien\u00a0<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">avulla<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">.\u00a0<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">Jaettava data voi esimerkiksi olla tuotteisiin, palveluihin tai logistiikkaan liittyv\u00e4\u00e4 tai se voi olla useammalta taholta ker\u00e4tt\u00e4v\u00e4n datan analyysej\u00e4. <\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">Datan<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">, joka on osapuolille arvoa tuottavaa tietoa, merkitys voi olla j<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">oko <\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">liiketoiminnallinen<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">\u00a0<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">tai<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">\u00a0<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">yhteiskunnallinen<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">.<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">\u00a0<\/span><\/span><\/p><p><span class=\"TextRun SCXW157359105 BCX8\" lang=\"FI-FI\" xml:lang=\"FI-FI\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW157359105 BCX8\">Dataekosysteemej\u00e4 on monenlaisia<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">,\u00a0<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">ja niin on my\u00f6s teknologioita, jo<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">iden avulla\u00a0<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">dataa jaetaan.\u00a0<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">Dataekosysteemi muotoutuu toiminnan\u00a0<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">ja tavoitteiden\u00a0<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">mukaan<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">. Vastaavasti\u00a0<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">teknologiset valinnat tehd\u00e4\u00e4n riippuen siit\u00e4,\u00a0<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">mit\u00e4 tavoitteita ja\u00a0<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">mink\u00e4laista<\/span><span class=\"NormalTextRun SCXW157359105 BCX8\">\u00a0toimintaa ekosysteemill\u00e4 halutaan tukea.<\/span><\/span><span class=\"EOP Selected SCXW157359105 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-olk-copy-source=\"MessageBody\">Alla olevan dataekosysteemin kehitt\u00e4misen polun avulla p\u00e4\u00e4set k\u00e4sittelem\u00e4\u00e4n kehitt\u00e4misen eri vaiheita yksi osa-alue kerrallaan. Klikkaa polulta sinua kiinnostavaa kuvaketta ja tutustu kehitt\u00e4mispolun vaiheeseen tarkemmin. Lue lis\u00e4\u00e4 -painiketta painamalla p\u00e4\u00e4set siirtym\u00e4\u00e4n uudelle v\u00e4lilehdelle, jossa aihetta k\u00e4sitell\u00e4\u00e4n tarkemmin.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-015aec2 e-con-full e-flex e-con e-child\" data-id=\"015aec2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aa544e6 elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"aa544e6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#polku\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">DATAEKOSYSTEEMIN KEHITT\u00c4MISEN POLKU<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae7fcdd elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"ae7fcdd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#checklist\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">DATAEKOSYSTEEMIN CHECKLIST<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-198695e elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"198695e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/kyberturva-lab.fi\/index.php\/opi\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">KOULUTUSMATERIAALI<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d50e62 elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"3d50e62\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/kyberturva-lab.fi\/index.php\/materiaalit\/konepajateollisuus-siirtymassa-kohti-datataloutta\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">ESIMERKKI  KONEPAJATEOLLISUUS<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-62b1ee8 elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"62b1ee8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/kyberturva-lab.fi\/index.php\/materiaalit\/vahittaiskauppa-siirtymassa-kohti-datataloutta\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">ESIMERKKI  V\u00c4HITT\u00c4ISKAUPPA<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b2547ca e-flex e-con-boxed e-con e-parent\" data-id=\"b2547ca\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-113a7ae elementor-widget elementor-widget-hotspot\" data-id=\"113a7ae\" 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href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjMzNyIsInRvZ2dsZSI6ZmFsc2V9\">\n\n\t\t\t\t\t\t\t\t<div class=\"e-hotspot__button e-hotspot--expand\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"e-hotspot__outer-circle\"><\/div>\n\t\t\t\t\t\t<div class=\"e-hotspot__inner-circle\"><\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\n\t\t\t<\/a>\n\n\t\n\t\t\t\t\t\t<a class=\"e-hotspot elementor-repeater-item-ec72cea  e-hotspot--position-left e-hotspot--position-top e-hotspot--link e-hotspot--no-tooltip e-hotspot--circle\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjM0MyIsInRvZ2dsZSI6ZmFsc2V9\">\n\n\t\t\t\t\t\t\t\t<div class=\"e-hotspot__button e-hotspot--expand\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"e-hotspot__outer-circle\"><\/div>\n\t\t\t\t\t\t<div class=\"e-hotspot__inner-circle\"><\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\n\t\t\t<\/a>\n\n\t\n\t\t\t\t\t\t<a class=\"e-hotspot elementor-repeater-item-21ab1c1  e-hotspot--position-left e-hotspot--position-top e-hotspot--link e-hotspot--no-tooltip e-hotspot--circle\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjM0OSIsInRvZ2dsZSI6ZmFsc2V9\">\n\n\t\t\t\t\t\t\t\t<div class=\"e-hotspot__button e-hotspot--expand\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"e-hotspot__outer-circle\"><\/div>\n\t\t\t\t\t\t<div class=\"e-hotspot__inner-circle\"><\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\n\t\t\t<\/a>\n\n\t\n\t\t\t\t\t\t<a class=\"e-hotspot elementor-repeater-item-432d746  e-hotspot--position-left e-hotspot--position-top e-hotspot--link e-hotspot--no-tooltip e-hotspot--circle\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjMyMCIsInRvZ2dsZSI6ZmFsc2V9\">\n\n\t\t\t\t\t\t\t\t<div class=\"e-hotspot__button e-hotspot--expand\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"e-hotspot__outer-circle\"><\/div>\n\t\t\t\t\t\t<div class=\"e-hotspot__inner-circle\"><\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\n\t\t\t<\/a>\n\n\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0cf87b3 e-flex e-con-boxed e-con e-parent\" data-id=\"0cf87b3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fd6be39 elementor-widget-divider--separator-type-pattern elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"fd6be39\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\" style=\"--divider-pattern-url: url(&quot;data:image\/svg+xml,%3Csvg xmlns=&#039;http:\/\/www.w3.org\/2000\/svg&#039; preserveAspectRatio=&#039;none&#039; overflow=&#039;visible&#039; height=&#039;100%&#039; viewBox=&#039;0 0 24 24&#039; fill=&#039;black&#039; stroke=&#039;none&#039;%3E%3Cpolygon points=&#039;9.4,2 24,2 14.6,21.6 0,21.6&#039;\/%3E%3C\/svg%3E&quot;);\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4d7bf2c e-flex e-con-boxed e-con e-parent\" data-id=\"4d7bf2c\" data-element_type=\"container\" data-e-type=\"container\" id=\"checklist\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d76f36b elementor-widget__width-initial elementor-widget elementor-widget-n-accordion\" data-id=\"d76f36b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;expanded&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2250\" class=\"e-n-accordion-item\" open>\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-2250\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> MISS\u00c4 ROOLISSA DATA ON SINUN YRITYKSESS\u00c4SI? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2250\" class=\"elementor-element elementor-element-264b2d9 e-con-full e-flex e-con e-child\" data-id=\"264b2d9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2250\" class=\"elementor-element elementor-element-154039b e-flex e-con-boxed e-con e-child\" data-id=\"154039b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-318b399 elementor-widget elementor-widget-text-editor\" data-id=\"318b399\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Datan roolin tunnistaminen tarkoittaa sen ymm\u00e4rt\u00e4mist\u00e4, onko data yrityksess\u00e4 l\u00e4hinn\u00e4 toiminnan sivutuote, arjen p\u00e4\u00e4t\u00f6ksi\u00e4 ohjaava tekij\u00e4 vai strateginen voimavara. Yrityksen on hyv\u00e4 pohtia, mihin dataa t\u00e4ll\u00e4 hetkell\u00e4 k\u00e4ytet\u00e4\u00e4n, kuka sit\u00e4 hy\u00f6dynt\u00e4\u00e4 ja miten se vaikuttaa toiminnan kehitt\u00e4miseen tai liiketoiminnan tuloksiin. Kun datan rooli on selke\u00e4sti m\u00e4\u00e4ritelty, voidaan tehd\u00e4 tietoisia valintoja siit\u00e4, mihin datan ker\u00e4\u00e4miseen ja hy\u00f6dynt\u00e4miseen kannattaa panostaa ja miten data kytkeytyy osaksi yrityksen tavoitteita ja tulevaa kasvua.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2251\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2251\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> TUNNISTA OMA DIGITAALINEN TOIMINTAYMP\u00c4RIST\u00d6SI <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2251\" class=\"elementor-element elementor-element-ba8ff6e e-con-full e-flex e-con e-child\" data-id=\"ba8ff6e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2251\" class=\"elementor-element elementor-element-e33c9af e-flex e-con-boxed e-con e-child\" data-id=\"e33c9af\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a041066 elementor-widget elementor-widget-text-editor\" data-id=\"a041066\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Digitaalisen toimintaymp\u00e4rist\u00f6n tunnistaminen tarkoittaa kokonaiskuvan muodostamista siit\u00e4, millaisia j\u00e4rjestelmi\u00e4, datal\u00e4hteit\u00e4, teknologioita ja yhteisty\u00f6verkostoja yrityksen toimintaan liittyy. Olennaista on ymm\u00e4rt\u00e4\u00e4, miss\u00e4 data syntyy, miten sit\u00e4 ker\u00e4t\u00e4\u00e4n, k\u00e4sitell\u00e4\u00e4n ja hy\u00f6dynnet\u00e4\u00e4n sek\u00e4 keiden toimijoiden kanssa dataa jaetaan. Lis\u00e4ksi on hyv\u00e4 tunnistaa my\u00f6s muu tiedonv\u00e4litys, joka voitaisiin my\u00f6s hoitaa digitaalisesti.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2252\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2252\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> TUNNISTA DATAVIRRAT JA TIETOSIS\u00c4LL\u00d6T <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2252\" class=\"elementor-element elementor-element-ca2af28 e-con-full e-flex e-con e-child\" data-id=\"ca2af28\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2252\" class=\"elementor-element elementor-element-6775be9 e-flex e-con-boxed e-con e-child\" data-id=\"6775be9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f0df370 elementor-widget elementor-widget-text-editor\" data-id=\"f0df370\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Datavirtojen ja tietosis\u00e4lt\u00f6jen tunnistaminen tarkoittaa niiden hahmottamista, mit\u00e4 dataa organisaatiossa ja yhteisty\u00f6verkostossa syntyy, mist\u00e4 se tulee ja minne se kulkee. Olennaista on kuvata, mit\u00e4 tietoa eri j\u00e4rjestelmiss\u00e4 k\u00e4sitell\u00e4\u00e4n, miten data siirtyy toimijalta toiselle ja miten sit\u00e4 k\u00e4ytet\u00e4\u00e4n. My\u00f6s se, miss\u00e4 vaiheissa sit\u00e4 jalostetaan tai yhdistet\u00e4\u00e4n, on olennaista. Samalla on t\u00e4rke\u00e4\u00e4 ymm\u00e4rt\u00e4\u00e4 datan merkitys liiketoiminnalle: mik\u00e4 tieto on kriittist\u00e4, mik\u00e4 tukee p\u00e4\u00e4t\u00f6ksentekoa ja mik\u00e4 mahdollistaa uusien palvelujen tai toimintamallien kehitt\u00e4misen.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2253\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2253\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> L\u00d6YD\u00c4 DATATALOUDEN MAHDOLLISUUDET <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2253\" class=\"elementor-element elementor-element-04ddcf8 e-flex e-con-boxed e-con e-child\" data-id=\"04ddcf8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2253\" class=\"elementor-element elementor-element-8ff8268 e-con-full e-flex e-con e-child\" data-id=\"8ff8268\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9bd9ac1 elementor-widget elementor-widget-text-editor\" data-id=\"9bd9ac1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Datatalouden mahdollisuuksien tunnistaminen tarkoittaa sen arvioimista, miten olemassa olevaa tai jaettua dataa voidaan hy\u00f6dynt\u00e4\u00e4 arvoa tuottavalla tavalla. Voidaan pohtia, miten data tukee parempaa p\u00e4\u00e4t\u00f6ksentekoa, tehostaa toimintaa, mahdollistaa uusia palveluja tai luo pohjaa uusille liiketoimintamalleille. Samalla tarkastellaan, miss\u00e4 yhteisty\u00f6 muiden toimijoiden kanssa voi kasvattaa datan arvoa enemm\u00e4n kuin yksin toimiminen. Datatalouden mahdollisuudet syntyv\u00e4t usein datan yhdist\u00e4misest\u00e4, uudesta k\u00e4ytt\u00f6tarkoituksesta ja rohkeudesta tarkastella dataa strategisena resurssina.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2254\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"5\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2254\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> ARVOA TUOTTAVAT DATATUOTTEET <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2254\" class=\"elementor-element elementor-element-6953895 e-flex e-con-boxed e-con e-child\" data-id=\"6953895\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2254\" class=\"elementor-element elementor-element-1d631d0 e-con-full e-flex e-con e-child\" data-id=\"1d631d0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4728055 elementor-widget elementor-widget-text-editor\" data-id=\"4728055\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Arvoa tuottavat datatuotteet ovat selke\u00e4sti m\u00e4\u00e4riteltyj\u00e4, tarkoituksenmukaisia kokonaisuuksia, joissa data, sen k\u00e4sittely ja k\u00e4ytt\u00f6oikeudet on suunniteltu vastaamaan tunnistettuun tarpeeseen. Datatuote voi olla esimerkiksi analyysi, ennuste tai digitaalinen palvelu, joka tukee p\u00e4\u00e4t\u00f6ksentekoa, tehostaa toimintaa tai mahdollistaa uuden liiketoiminnan. Keskeist\u00e4 on, ett\u00e4 datatuotteella on olemassa k\u00e4ytt\u00e4j\u00e4ryhm\u00e4, selke\u00e4 k\u00e4ytt\u00f6tarkoitus ja mitattava arvo, joka tekee datasta hy\u00f6dynnett\u00e4v\u00e4\u00e4 ja arvoa tuottavaa.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2141377 e-flex e-con-boxed e-con e-parent\" data-id=\"2141377\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-486 elementor-align-center elementor-fixed elementor-widget elementor-widget-global elementor-global-486 elementor-widget-button\" data-id=\"486\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;fixed&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:3,&quot;sizes&quot;:[]},&quot;motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:100}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#header\" id=\"alku\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">\u2191<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>MIT\u00c4 DATAEKOSYSTEEMI TARKOITTAA? Lyhyesti\u00a0kuvattuna\u00a0dataekosysteemi\u00a0on\u00a0yhteisty\u00f6verkosto, jossa\u00a0tietoa jaetaan digitaalisessa muodossa yhteisty\u00f6t\u00e4 tekevien osapuolien v\u00e4lill\u00e4. Datan jako toteutuu\u00a0mukana olevien yritysten\u00a0ja\u00a0organisaatioiden j\u00e4rjestelmien\u00a0avulla.\u00a0Jaettava data voi esimerkiksi olla tuotteisiin, palveluihin tai logistiikkaan liittyv\u00e4\u00e4 tai se voi olla useammalta taholta ker\u00e4tt\u00e4v\u00e4n datan analyysej\u00e4. Datan, joka on osapuolille arvoa tuottavaa tietoa, merkitys voi olla joko liiketoiminnallinen\u00a0tai\u00a0yhteiskunnallinen.\u00a0 Dataekosysteemej\u00e4 on monenlaisia,\u00a0ja niin on my\u00f6s teknologioita, [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-132","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/kyberturva-lab.fi\/index.php\/wp-json\/wp\/v2\/pages\/132","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kyberturva-lab.fi\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/kyberturva-lab.fi\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/kyberturva-lab.fi\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/kyberturva-lab.fi\/index.php\/wp-json\/wp\/v2\/comments?post=132"}],"version-history":[{"count":151,"href":"https:\/\/kyberturva-lab.fi\/index.php\/wp-json\/wp\/v2\/pages\/132\/revisions"}],"predecessor-version":[{"id":1260,"href":"https:\/\/kyberturva-lab.fi\/index.php\/wp-json\/wp\/v2\/pages\/132\/revisions\/1260"}],"wp:attachment":[{"href":"https:\/\/kyberturva-lab.fi\/index.php\/wp-json\/wp\/v2\/media?parent=132"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}