{"id":3239,"date":"2025-09-25T16:23:12","date_gmt":"2025-09-25T16:23:12","guid":{"rendered":"https:\/\/tytyn.io\/?page_id=3239"},"modified":"2025-10-02T18:57:02","modified_gmt":"2025-10-02T18:57:02","slug":"edge-applications","status":"publish","type":"page","link":"https:\/\/tytyn.io\/fi\/edge-applications\/","title":{"rendered":"Edge Applications"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"3239\" class=\"elementor elementor-3239\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-95aee48 e-flex e-con-boxed e-con e-parent\" data-id=\"95aee48\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-7dcb434 e-con-full e-flex e-con e-child\" data-id=\"7dcb434\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-906494e e-con-full e-flex e-con e-child\" data-id=\"906494e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dc4dba0 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"dc4dba0\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\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<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33c101c elementor-widget elementor-widget-image\" data-id=\"33c101c\" 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\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"178\" src=\"https:\/\/tytyn.io\/wp-content\/uploads\/2025\/04\/3.01-1x1-BML-BUSINESS-INC-298611--1024x228.png\" class=\"attachment-large size-large wp-image-747\" alt=\"\" srcset=\"https:\/\/tytyn.io\/wp-content\/uploads\/2025\/04\/3.01-1x1-BML-BUSINESS-INC-298611--1024x228.png 1024w, https:\/\/tytyn.io\/wp-content\/uploads\/2025\/04\/3.01-1x1-BML-BUSINESS-INC-298611--300x67.png 300w, https:\/\/tytyn.io\/wp-content\/uploads\/2025\/04\/3.01-1x1-BML-BUSINESS-INC-298611--768x171.png 768w, https:\/\/tytyn.io\/wp-content\/uploads\/2025\/04\/3.01-1x1-BML-BUSINESS-INC-298611--1536x343.png 1536w, https:\/\/tytyn.io\/wp-content\/uploads\/2025\/04\/3.01-1x1-BML-BUSINESS-INC-298611--2048x457.png 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\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<\/div>\n\t\t<div class=\"elementor-element elementor-element-ba60c09 e-con-full e-flex e-con e-child\" data-id=\"ba60c09\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0414f41 lined-heading elementor-widget elementor-widget-heading\" data-id=\"0414f41\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Avaaminen <br>Joustava<br> Tiedustelu <br>at the Edge<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-231f445 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"231f445\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\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<\/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-f916e2b e-flex e-con-boxed e-con e-parent\" data-id=\"f916e2b\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-d6146b6 e-con-full e-flex e-con e-child\" data-id=\"d6146b6\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-70276ab e-con-full e-flex e-con e-child\" data-id=\"70276ab\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a238d80 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"a238d80\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\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<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ba72dad elementor-widget elementor-widget-image\" data-id=\"ba72dad\" 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\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"178\" src=\"https:\/\/tytyn.io\/wp-content\/uploads\/2025\/04\/3.01-1x1-BML-BUSINESS-INC-298611--1024x228.png\" class=\"attachment-large size-large wp-image-747\" alt=\"\" srcset=\"https:\/\/tytyn.io\/wp-content\/uploads\/2025\/04\/3.01-1x1-BML-BUSINESS-INC-298611--1024x228.png 1024w, https:\/\/tytyn.io\/wp-content\/uploads\/2025\/04\/3.01-1x1-BML-BUSINESS-INC-298611--300x67.png 300w, https:\/\/tytyn.io\/wp-content\/uploads\/2025\/04\/3.01-1x1-BML-BUSINESS-INC-298611--768x171.png 768w, https:\/\/tytyn.io\/wp-content\/uploads\/2025\/04\/3.01-1x1-BML-BUSINESS-INC-298611--1536x343.png 1536w, https:\/\/tytyn.io\/wp-content\/uploads\/2025\/04\/3.01-1x1-BML-BUSINESS-INC-298611--2048x457.png 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\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<\/div>\n\t\t<div class=\"elementor-element elementor-element-4e25264 e-con-full e-flex e-con e-child\" data-id=\"4e25264\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-a2fea61 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"a2fea61\" data-element_type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInUp&quot;,&quot;animation_delay&quot;:200}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bd6aa65 elementor-widget elementor-widget-heading\" data-id=\"bd6aa65\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Tiivistelm\u00e4<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0d5d099 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"0d5d099\" 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\t\t<p>Tarjoaa reaaliaikaisen teko\u00e4lyn, turvallisen viestinn\u00e4n ja joustavan p\u00e4\u00e4t\u00f6ksenteon verkon reunalla. K\u00e4ytt\u00e4m\u00e4ll\u00e4 kehittyneit\u00e4 sovelluksia paikallisesti - tilannetietoisuutta, ennakoivaa yll\u00e4pitoa, poikkeamien havaitsemista ja luonnollisen kielen kyselyj\u00e4 - organisaatiot v\u00e4hent\u00e4v\u00e4t pilviriippuvuutta, vahvistavat tietoturvaa ja nopeuttavat tuloksia puolustuksessa, teollisuudessa, televiestinn\u00e4ss\u00e4, logistiikassa, h\u00e4t\u00e4tilanteissa ja \u00e4lykk\u00e4iss\u00e4 kaupungeissa.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6244686 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"6244686\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\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<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b3269be e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"b3269be\" data-element_type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInUp&quot;,&quot;animation_delay&quot;:200}\">\n\t\t<div class=\"elementor-element elementor-element-28a0002 e-con-full e-flex e-con e-child\" data-id=\"28a0002\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-b2b69e9 e-con-full e-flex e-con e-child\" data-id=\"b2b69e9\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-92fa451 elementor-widget elementor-widget-heading\" data-id=\"92fa451\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">1<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9e9014e elementor-widget elementor-widget-heading\" data-id=\"9e9014e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Johdanto: <br>Edge Intelligence -toiminnon tarve<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d95e53e elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"d95e53e\" 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\t\t<p>Nykyaikaiset toiminnot edellytt\u00e4v\u00e4t v\u00e4lit\u00f6nt\u00e4 p\u00e4\u00e4sy\u00e4 tietoihin, jopa erillisiss\u00e4 tai kiistanalaisissa ymp\u00e4rist\u00f6iss\u00e4. Pilvipohjaiset mallit voivat aiheuttaa viiveit\u00e4, turvallisuusriskej\u00e4 ja riippuvuutta ulkoisista verkoista. Edge-\u00e4lykkyys tuo p\u00e4\u00e4t\u00f6ksenteon toimintapisteeseen.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e76e428 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"e76e428\" data-element_type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInUp&quot;,&quot;animation_delay&quot;:200}\">\n\t\t<div class=\"elementor-element elementor-element-300749a e-con-full e-flex e-con e-child\" data-id=\"300749a\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-e8947a7 e-con-full e-flex e-con e-child\" data-id=\"e8947a7\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3d4de3c elementor-widget elementor-widget-heading\" data-id=\"3d4de3c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">2<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fdb4bc5 elementor-widget elementor-widget-heading\" data-id=\"fdb4bc5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Edge Platform: Ydinominaisuudet<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48232d1 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"48232d1\" 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\t\t<ul><li data-start=\"853\" data-end=\"1014\">Teko\u00e4lyn p\u00e4\u00e4ttely reunalla: Suorita kuvantunnistuksen, poikkeavuuksien havaitsemisen ja ennakoivan analytiikan mallit paikallisesti viiveen poistamiseksi ja autonomian s\u00e4ilytt\u00e4miseksi.<\/li><li data-start=\"853\" data-end=\"1014\">Luonnollisen kielen vuorovaikutus: Kevyet LLM:t mahdollistavat operatiivisten tietojen keskustelunomaisen kyselyn.<\/li><li data-start=\"853\" data-end=\"1014\">Tietojen yhdist\u00e4minen ja hallinta: Integroi erilaisia antureita yhten\u00e4isen operatiivisen kuvan ja nopeampien p\u00e4\u00e4t\u00f6sten saamiseksi.<\/li><li data-start=\"853\" data-end=\"1014\">Turvallinen viestint\u00e4: Kvanttitason salaus ja joustava reititys yll\u00e4pit\u00e4v\u00e4t eheytt\u00e4 ja jatkuvuutta.<\/li><li data-start=\"853\" data-end=\"1014\">Yhteentoimivuus: Ohjelmisto-agnostinen tuki Linuxille, Windowsille, BSD:lle ja johtaville virtualisointialustoille.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b446640 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"b446640\" data-element_type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInUp&quot;,&quot;animation_delay&quot;:200}\">\n\t\t<div class=\"elementor-element elementor-element-15a8249 e-con-full e-flex e-con e-child\" data-id=\"15a8249\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-444709c e-con-full e-flex e-con e-child\" data-id=\"444709c\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b5fa3fc elementor-widget elementor-widget-heading\" data-id=\"b5fa3fc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">3<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8ce8d6f elementor-widget elementor-widget-heading\" data-id=\"8ce8d6f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Sovellusekosysteemi<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bcda2b0 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"bcda2b0\" 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\t\t<ul><li data-start=\"1513\" data-end=\"1630\">Tilannetietoisuus: Teko\u00e4lyohjattu tapahtumien havaitseminen ja h\u00e4lytykset: Videon, tutkan, lennokin ja IoT:n anturifuusio.<\/li><li data-start=\"1513\" data-end=\"1630\">Ennakoiva kunnossapito: Telemetria-analytiikka poikkeamien merkitsemiseksi ja seisokkiaikojen v\u00e4hent\u00e4miseksi \u00f6ljy- ja kaasualalla, teollisuudessa ja logistiikassa.<\/li><li data-start=\"1513\" data-end=\"1630\">Edge AI &amp; LLM-kyselyt: Paikalliset LLM:t k\u00e4\u00e4nt\u00e4v\u00e4t monimutkaista anturidataa k\u00e4ytt\u00f6kelpoisiksi oivalluksiksi luonnollisen kielen avulla.<\/li><li data-start=\"1513\" data-end=\"1630\">Uhkien ja poikkeavuuksien havaitseminen: Jatkuva vihamielisen tai ep\u00e4normaalin toiminnan seuranta kriittisess\u00e4 infrastruktuurissa.<\/li><li data-start=\"1513\" data-end=\"1630\">Televiestint\u00e4 ja reunaverkot: NFV ja MEC paikallista v\u00e4limuistitallennusta, liikenteen muotoilua ja analytiikkaa varten yksityisess\u00e4 5G:ss\u00e4 ja IoT:ss\u00e4.<\/li><li data-start=\"1513\" data-end=\"1630\">H\u00e4t\u00e4tilanne: K\u00e4ytett\u00e4viss\u00e4 olevat komentoty\u00f6kalut, joissa on kartoitus, uhrien seuranta ja lennokkiyhteydet kentt\u00e4koordinointia varten.<\/li><li data-start=\"1513\" data-end=\"1630\">\u00c4lykk\u00e4\u00e4t kaupungit: Liikenne-, valvonta- ja ymp\u00e4rist\u00f6analytiikka reuna-alueilla turvallisuuden ja tehokkuuden edist\u00e4miseksi.<\/li><\/ul>\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<div class=\"elementor-element elementor-element-9bbb6c4 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"9bbb6c4\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\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<\/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-240b78a e-flex e-con-boxed e-con e-parent\" data-id=\"240b78a\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-8b1fdaa e-con-full e-flex e-con e-child\" data-id=\"8b1fdaa\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-70776c8 e-con-full e-flex e-con e-child\" data-id=\"70776c8\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dc9938d elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"dc9938d\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\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<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-47e877d elementor-widget elementor-widget-image\" data-id=\"47e877d\" 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\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"178\" src=\"https:\/\/tytyn.io\/wp-content\/uploads\/2025\/04\/3.01-1x1-BML-BUSINESS-INC-298611--1024x228.png\" class=\"attachment-large size-large wp-image-747\" alt=\"\" srcset=\"https:\/\/tytyn.io\/wp-content\/uploads\/2025\/04\/3.01-1x1-BML-BUSINESS-INC-298611--1024x228.png 1024w, https:\/\/tytyn.io\/wp-content\/uploads\/2025\/04\/3.01-1x1-BML-BUSINESS-INC-298611--300x67.png 300w, https:\/\/tytyn.io\/wp-content\/uploads\/2025\/04\/3.01-1x1-BML-BUSINESS-INC-298611--768x171.png 768w, https:\/\/tytyn.io\/wp-content\/uploads\/2025\/04\/3.01-1x1-BML-BUSINESS-INC-298611--1536x343.png 1536w, https:\/\/tytyn.io\/wp-content\/uploads\/2025\/04\/3.01-1x1-BML-BUSINESS-INC-298611--2048x457.png 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\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<\/div>\n\t\t<div class=\"elementor-element elementor-element-cae98c6 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"cae98c6\" data-element_type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInUp&quot;,&quot;animation_delay&quot;:200}\">\n\t\t<div class=\"elementor-element elementor-element-4533386 e-con-full e-flex e-con e-child\" data-id=\"4533386\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-e9e604c e-con-full e-flex e-con e-child\" data-id=\"e9e604c\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a449601 elementor-widget elementor-widget-heading\" data-id=\"a449601\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">4<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cd6bdb0 elementor-widget elementor-widget-heading\" data-id=\"cd6bdb0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Laitteistoinnovaatiot<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b3808bb elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"b3808bb\" 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\t\t<ul><li>Modulaariset laskentakortit: Nopeat p\u00e4ivitykset, roolien muutokset, turvallinen tietojen poistaminen.<\/li><li>K\u00e4ytt\u00f6\u00f6notettava HQ-in-a-Box: T\u00e4ydelliset valmiudet; k\u00e4ynnistyy muutamassa minuutissa.<\/li><li>Kest\u00e4v\u00e4 alusta: Kest\u00e4v\u00e4 ja luotettava vaativissa ymp\u00e4rist\u00f6iss\u00e4.<\/li><li>Energiatehokkuus: Toimii ilman perinteist\u00e4 j\u00e4\u00e4hdytyst\u00e4, mik\u00e4 v\u00e4hent\u00e4\u00e4 virtaa ja kustannuksia.<\/li><li>Micro Form Factor: Kannettava ja helposti irrotettava et\u00e4- tai h\u00e4t\u00e4tilanteissa.\u00a0<\/li><li>Kaksiosainen turvallisuus: Irrotettavat, v\u00e4\u00e4rent\u00e4misen kest\u00e4v\u00e4t laskentakortit fyysisen ja tietoturvan takaamiseksi.<\/li><li>K\u00e4ytt\u00e4j\u00e4yst\u00e4v\u00e4llinen: Nopea k\u00e4ytt\u00f6\u00f6notto ja intuitiivinen k\u00e4ytt\u00f6.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-12e658d e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"12e658d\" data-element_type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInUp&quot;,&quot;animation_delay&quot;:200}\">\n\t\t<div class=\"elementor-element elementor-element-0c43cd5 e-con-full e-flex e-con e-child\" data-id=\"0c43cd5\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-09dcae2 e-con-full e-flex e-con e-child\" data-id=\"09dcae2\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2ae6605 elementor-widget elementor-widget-heading\" data-id=\"2ae6605\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">5<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a287df0 elementor-widget elementor-widget-heading\" data-id=\"a287df0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Miksi TYTYN? - T\u00e4rkeimm\u00e4t erottautumistekij\u00e4t<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e1a610d elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"e1a610d\" 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\t\t<ul><li data-start=\"853\" data-end=\"1014\">Pilvi-riippumattomuus: Toimi turvallisesti ja \u00e4lykk\u00e4\u00e4sti ilman riippuvuutta ulkoisesta verkosta.<\/li><li data-start=\"853\" data-end=\"1014\">Kehittynyt turvallisuus: Kvanttitason salaus ja joustava viestint\u00e4.<\/li><li data-start=\"853\" data-end=\"1014\">Modulaarisuus: Hot-swap-komponentit minimoivat k\u00e4ytt\u00f6katkokset ja yksinkertaistavat p\u00e4ivityksi\u00e4.<\/li><li data-start=\"853\" data-end=\"1014\">Yhteentoimivuus: Toimii olemassa olevan infrastruktuurin ja johtavien ohjelmistoalustojen kanssa.<\/li><li data-start=\"853\" data-end=\"1014\">Nopea k\u00e4ytt\u00f6\u00f6notto: Toimintavalmius minuuteissa, my\u00f6s vaikeissa ymp\u00e4rist\u00f6iss\u00e4.<\/li><li data-start=\"853\" data-end=\"1014\">Energia- ja kustannustehokkuus: Pienempi virrankulutus ja j\u00e4\u00e4hdytystarve.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c63a990 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"c63a990\" data-element_type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInUp&quot;,&quot;animation_delay&quot;:200}\">\n\t\t<div class=\"elementor-element elementor-element-19501c7 e-con-full e-flex e-con e-child\" data-id=\"19501c7\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-7ffbe94 e-con-full e-flex e-con e-child\" data-id=\"7ffbe94\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f214632 elementor-widget elementor-widget-heading\" data-id=\"f214632\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">6<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e41d0ed elementor-widget elementor-widget-heading\" data-id=\"e41d0ed\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Esimerkkej\u00e4 k\u00e4ytt\u00f6tapauksista<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eafc91f elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"eafc91f\" 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\t\t<ul><li data-start=\"1513\" data-end=\"1630\">Puolustus: nopeammat ja tietoon perustuvammat komentop\u00e4\u00e4t\u00f6kset: Reaaliaikainen tilannetietoisuus ja sinisten joukkojen seuranta \u2192 nopeammat ja tietoon perustuvammat komentop\u00e4\u00e4t\u00f6kset.<\/li><li data-start=\"1513\" data-end=\"1630\">\u00d6ljy ja kaasu: Ehk\u00e4isee vikoja, v\u00e4hent\u00e4\u00e4 seisokkiaikoja: Pumppujen\/putkistojen ennakoiva huolto \u2192 ehk\u00e4isee vikoja, v\u00e4hent\u00e4\u00e4 seisokkiaikoja.<\/li><li data-start=\"1513\" data-end=\"1630\">Kaivostoiminta: parantaa turvallisuutta, v\u00e4litt\u00f6m\u00e4t h\u00e4lytykset.<\/li><li data-start=\"1513\" data-end=\"1630\">Telecom: NFV\/MEC \u2192 turvallinen, matalan viiveen verkon kattavuus.<\/li><li data-start=\"1513\" data-end=\"1630\">\u00c4lykk\u00e4\u00e4t kaupungit: parantaa tehokkuutta ja yleist\u00e4 turvallisuutta.<\/li><li data-start=\"1513\" data-end=\"1630\">Logistiikka: optimoi toimintoja, v\u00e4hent\u00e4\u00e4 kustannuksia.<\/li><li data-start=\"1513\" data-end=\"1630\">H\u00e4t\u00e4tilanne: tukee reaaliaikaista luokittelua ja resurssien jakamista.<\/li><\/ul>\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<div class=\"elementor-element elementor-element-89e1270 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"89e1270\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\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<\/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-d80df95 e-flex e-con-boxed e-con e-parent\" data-id=\"d80df95\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-aaea9b1 e-con-full e-flex e-con e-child\" data-id=\"aaea9b1\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-dac75b5 e-con-full e-flex e-con e-child\" data-id=\"dac75b5\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c865057 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"c865057\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\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<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3117da4 elementor-widget elementor-widget-image\" data-id=\"3117da4\" 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\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"178\" src=\"https:\/\/tytyn.io\/wp-content\/uploads\/2025\/04\/3.01-1x1-BML-BUSINESS-INC-298611--1024x228.png\" class=\"attachment-large size-large wp-image-747\" alt=\"\" srcset=\"https:\/\/tytyn.io\/wp-content\/uploads\/2025\/04\/3.01-1x1-BML-BUSINESS-INC-298611--1024x228.png 1024w, https:\/\/tytyn.io\/wp-content\/uploads\/2025\/04\/3.01-1x1-BML-BUSINESS-INC-298611--300x67.png 300w, https:\/\/tytyn.io\/wp-content\/uploads\/2025\/04\/3.01-1x1-BML-BUSINESS-INC-298611--768x171.png 768w, https:\/\/tytyn.io\/wp-content\/uploads\/2025\/04\/3.01-1x1-BML-BUSINESS-INC-298611--1536x343.png 1536w, https:\/\/tytyn.io\/wp-content\/uploads\/2025\/04\/3.01-1x1-BML-BUSINESS-INC-298611--2048x457.png 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\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<\/div>\n\t\t<div class=\"elementor-element elementor-element-cd63c86 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"cd63c86\" data-element_type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInUp&quot;,&quot;animation_delay&quot;:200}\">\n\t\t<div class=\"elementor-element elementor-element-da227a4 e-con-full e-flex e-con e-child\" data-id=\"da227a4\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-f19227c e-con-full e-flex e-con e-child\" data-id=\"f19227c\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c641ddd elementor-widget elementor-widget-heading\" data-id=\"c641ddd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">7<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2905e23 elementor-widget elementor-widget-heading\" data-id=\"2905e23\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Sanasto<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0855f1c elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"0855f1c\" 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\t\t<ul><li>Edge Computing: Tietojen k\u00e4sittely l\u00e4hell\u00e4 niiden l\u00e4hdett\u00e4 eik\u00e4 kaukaisessa pilvipalvelussa.<\/li><li>Teko\u00e4lyn p\u00e4\u00e4ttely: Koulutettujen teko\u00e4lymallien k\u00e4ytt\u00e4minen tietojen analysoimiseksi ja oivallusten tuottamiseksi.<\/li><li>LLM (Large Language Model): Teko\u00e4lymalli ihmisen kielen ymm\u00e4rt\u00e4miseen ja tuottamiseen.<\/li><li>Tietojen yhdist\u00e4minen: Useiden tietol\u00e4hteiden yhdist\u00e4minen yhten\u00e4iseksi tiedoksi.<\/li><li>Kvanttisalaus: Kehittynyt, korkean varmuuden salaus, jossa k\u00e4ytet\u00e4\u00e4n kvanttiteknologiaa.<\/li><li>NFV (Network Function Virtualization): Ohjelmistopohjaiset verkkotoiminnot, jotka korvaavat laitteistolaitteet.<\/li><li>MEC (Multi-Access Edge Compute): Edge-laskentaresurssit matalan viiveen sovelluksia varten.<\/li><li>Sensorifuusio: Useiden antureiden sy\u00f6tteiden yhdist\u00e4minen tarkkuuden parantamiseksi.<\/li><li>Laskentakortti: Irrotettava moduuli tietojenk\u00e4sittely\u00e4 ja tallennusta varten.<\/li><li>K\u00e4ytt\u00f6\u00f6notettava HQ-in-a-Box: Kannettava, kaikki yhdess\u00e4 -kentt\u00e4komentoj\u00e4rjestelm\u00e4.\u00a0<\/li><li>SCADA: teollisuuden valvontaan tarkoitettu valvonta- ja tiedonkeruuj\u00e4rjestelm\u00e4.<\/li><li>MODBUS, LoRaWAN: Teollisuuden tiedonsiirtoprotokollat.<\/li><li>ISR: tiedustelu, valvonta ja tiedustelu.<\/li><li>Sinisen voiman seuranta: Yst\u00e4v\u00e4llisen yksik\u00f6n sijainnin seuranta.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9bcb917 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"9bcb917\" data-element_type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInUp&quot;,&quot;animation_delay&quot;:200}\">\n\t\t<div class=\"elementor-element elementor-element-a5a5e46 e-con-full e-flex e-con e-child\" data-id=\"a5a5e46\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-11ab485 e-con-full e-flex e-con e-child\" data-id=\"11ab485\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-870b7c6 elementor-widget elementor-widget-heading\" data-id=\"870b7c6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">8<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fc436ad elementor-widget elementor-widget-heading\" data-id=\"fc436ad\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">P\u00e4\u00e4telm\u00e4<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bed0d38 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"bed0d38\" 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\t\t<p>Kehittyneen tiedustelun, turvallisen viestinn\u00e4n ja joustavien operaatioiden k\u00e4ytt\u00f6\u00f6notto miss\u00e4 tahansa. Modulaarinen, kest\u00e4v\u00e4 ja energiatehokas reuna-alusta tarjoaa teht\u00e4v\u00e4kriittisen suorituskyvyn silloin ja siell\u00e4, miss\u00e4 se on t\u00e4rkeint\u00e4.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e8b8e15 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"e8b8e15\" data-element_type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInUp&quot;,&quot;animation_delay&quot;:200}\">\n\t\t<div class=\"elementor-element elementor-element-64a5b06 e-con-full e-flex e-con e-child\" data-id=\"64a5b06\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-b89b386 e-con-full e-flex e-con e-child\" data-id=\"b89b386\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-81ca08b elementor-widget elementor-widget-heading\" data-id=\"81ca08b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">9<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3b6eba0 elementor-widget elementor-widget-heading\" data-id=\"3b6eba0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Yhteystiedot ja seuraavat vaiheet<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e00138b elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"e00138b\" 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\t\t<p>Kumppanuutta, integrointia tai k\u00e4ytt\u00f6\u00f6nottoa koskevat tiedustelut: <a href=\"mailto:info@tytyn.io\">info@tytyn.io<\/a> tai <a href=\"https:\/\/tytyn.io\/fi\/\">www.tytyn.io<\/a><\/p>\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<div class=\"elementor-element elementor-element-9337069 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"9337069\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\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<\/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<\/div>","protected":false},"excerpt":{"rendered":"<p>Unlocking Resilient Intelligence at the Edge Executive Summary Deliver real-time AI, secure communications, and resilient decision-making at the network edge. By running advanced applications locally\u2014situational awareness, predictive maintenance, anomaly detection, and natural language querying\u2014organizations reduce cloud dependency, strengthen data security, and accelerate outcomes across defense, industry, telecom, logistics, emergency response, and smart cities. 1 Introduction: [&hellip;]<\/p>","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-3239","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/tytyn.io\/fi\/wp-json\/wp\/v2\/pages\/3239","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tytyn.io\/fi\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/tytyn.io\/fi\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/tytyn.io\/fi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/tytyn.io\/fi\/wp-json\/wp\/v2\/comments?post=3239"}],"version-history":[{"count":0,"href":"https:\/\/tytyn.io\/fi\/wp-json\/wp\/v2\/pages\/3239\/revisions"}],"wp:attachment":[{"href":"https:\/\/tytyn.io\/fi\/wp-json\/wp\/v2\/media?parent=3239"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}