{"id":10053,"date":"2025-04-03T16:10:00","date_gmt":"2025-04-03T14:10:00","guid":{"rendered":"https:\/\/aspecta.sk\/?p=10053"},"modified":"2025-10-23T10:58:43","modified_gmt":"2025-10-23T08:58:43","slug":"implementation-generative-ai-for-solvedio","status":"publish","type":"post","link":"https:\/\/aspecta.sk\/en\/implementacia-generative-ai-pre-solvedio\/","title":{"rendered":"The implementation of Generative AI for Skill Management Platform Solvedio"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"10053\" class=\"elementor elementor-10053\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-56efbc2e elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"56efbc2e\" data-element_type=\"section\" data-e-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-66 elementor-top-column elementor-element elementor-element-3e3ffa3\" data-id=\"3e3ffa3\" data-element_type=\"column\" data-e-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-4d777347 elementor-align-left elementor-widget elementor-widget-elementskit-category-list\" data-id=\"4d777347\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-category-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" >\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t<a href=\"https:\/\/aspecta.sk\/category\/case-studies\/\" >\n                                                    <span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-double-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34zm192-34l-136-136c-9.4-9.4-24.6-9.4-33.9 0l-22.6 22.6c-9.4 9.4-9.4 24.6 0 33.9l96.4 96.4-96.4 96.4c-9.4 9.4-9.4 24.6 0 33.9l22.6 22.6c9.4 9.4 24.6 9.4 33.9 0l136-136c9.4-9.2 9.4-24.4 0-33.8z\"><\/path><\/svg>                            <\/span>\n                                                <span class=\"elementor-icon-list-text\">Case Studies<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t<a href=\"https:\/\/aspecta.sk\/category\/umela-inteligencia\/\" >\n                                                    <span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-double-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34zm192-34l-136-136c-9.4-9.4-24.6-9.4-33.9 0l-22.6 22.6c-9.4 9.4-9.4 24.6 0 33.9l96.4 96.4-96.4 96.4c-9.4 9.4-9.4 24.6 0 33.9l22.6 22.6c9.4 9.4 24.6 9.4 33.9 0l136-136c9.4-9.2 9.4-24.4 0-33.8z\"><\/path><\/svg>                            <\/span>\n                                                <span class=\"elementor-icon-list-text\">Umel\u00e1 Inteligencia<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-180639f8 elementor-widget elementor-widget-heading\" data-id=\"180639f8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Implement\u00e1cia Generative AI pre Skill Management Platformu Solvedio<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7a6748f1 elementor-widget elementor-widget-text-editor\" data-id=\"7a6748f1\" data-element_type=\"widget\" data-e-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>Integr\u00e1cia Generative AI rie\u0161enia do platformy Solvedio transformovala tradi\u010dn\u00e9 riadenie zru\u010dnost\u00ed na inteligentn\u00fd, automatizovan\u00fd a kontextovo uvedomel\u00fd syst\u00e9m. Rie\u0161enie na AWS Bedrock zefekt\u00edvnilo spracovanie dokumentov, vytv\u00e1ranie mat\u00edc zru\u010dnost\u00ed a zostavovanie t\u00edmov, \u010do prinieslo merate\u013en\u00e9 obchodn\u00e9 pr\u00ednosy pre HR a projektov\u00e9 riadenie.<\/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-355efcef elementor-position-inline-start elementor-view-default elementor-widget elementor-widget-icon-box\" data-id=\"355efcef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-calendar-page-empty\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\t03. apr\u00edl 2025 \u2503 6 min\u00fat \u010d\u00edtania\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\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-3f20816a\" data-id=\"3f20816a\" data-element_type=\"column\" data-e-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-7c4b7f3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7c4b7f3\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-2641f4eb\" data-id=\"2641f4eb\" data-element_type=\"column\" data-e-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-1dd3d69f elementor-widget elementor-widget-image\" data-id=\"1dd3d69f\" data-element_type=\"widget\" data-e-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 decoding=\"async\" src=\"https:\/\/aspecta.sk\/wp-content\/uploads\/elementor\/thumbs\/logo-V-KRIVKACH-PIKTOGRAM-pcrkedkfd009j4j9ivks8slnpnrepar9vcpp9tosvk.png\" title=\"Logo Aspecta\" alt=\"aspecta logo\" loading=\"lazy\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-29a63dc3\" data-id=\"29a63dc3\" data-element_type=\"column\" data-e-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-6d134bd4 elementor-widget elementor-widget-heading\" data-id=\"6d134bd4\" data-element_type=\"widget\" data-e-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\">Klient<\/h2>\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-a301961 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a301961\" data-element_type=\"section\" data-e-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-db6d519\" data-id=\"db6d519\" data-element_type=\"column\" data-e-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-3af54ef elementor-widget elementor-widget-text-editor\" data-id=\"3af54ef\" data-element_type=\"widget\" data-e-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 data-pm-slice=\"1 1 []\"><b>Solvedio <\/b>je\u00a0platforma typu <em>Digitalization as a Service (DaaS)<\/em>, zameran\u00e1 na komplexn\u00fa digitaliz\u00e1ciu podnikov prostredn\u00edctvom \u013eudsky orientovan\u00e9ho, no-code pr\u00edstupu. Rie\u0161enia Solvedio s\u00fa prisp\u00f4soben\u00e9 pre <strong>v\u00fdrobn\u00fd, HR a verejn\u00fd sektor<\/strong>, s cie\u013eom umo\u017eni\u0165 r\u00fdchlu a dostupn\u00fa digit\u00e1lnu transform\u00e1ciu. V\u010faka r\u00fdchlosti, flexibilite a n\u00edzkym n\u00e1kladom sa Solvedio stalo k\u013e\u00fa\u010dov\u00fdm partnerom pre firmy, ktor\u00e9 chc\u00fa modernizova\u0165 svoje procesy a zv\u00fd\u0161i\u0165 produktivitu.<\/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<\/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-8628b3a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8628b3a\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-41f6b9d\" data-id=\"41f6b9d\" data-element_type=\"column\" data-e-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-af0852d elementor-widget elementor-widget-image\" data-id=\"af0852d\" data-element_type=\"widget\" data-e-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 decoding=\"async\" src=\"https:\/\/aspecta.sk\/wp-content\/uploads\/elementor\/thumbs\/logo-V-KRIVKACH-PIKTOGRAM-pcrkedkfd009j4j9ivks8slnpnrepar9vcpp9tosvk.png\" title=\"Logo Aspecta\" alt=\"aspecta logo\" loading=\"lazy\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-8ceeb4c\" data-id=\"8ceeb4c\" data-element_type=\"column\" data-e-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-d27103e elementor-widget elementor-widget-heading\" data-id=\"d27103e\" data-element_type=\"widget\" data-e-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\">Kontext a v\u00fdzvy<\/h2>\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-8d6deab elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8d6deab\" data-element_type=\"section\" data-e-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-6f68aa5\" data-id=\"6f68aa5\" data-element_type=\"column\" data-e-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-921a4ae elementor-widget elementor-widget-text-editor\" data-id=\"921a4ae\" data-element_type=\"widget\" data-e-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 data-pm-slice=\"1 1 []\">V posledn\u00fdch rokoch prech\u00e1dza trh digitaliza\u010dn\u00fdch a HR technol\u00f3gi\u00ed z\u00e1sadnou zmenou. Organiz\u00e1cie \u010doraz viac pres\u00favaj\u00fa d\u00f4raz na inteligentn\u00e9 syst\u00e9my, ktor\u00e9 dok\u00e1\u017eu automaticky vyhodnocova\u0165 schopnosti, optimalizova\u0165 pracovn\u00e9 t\u00edmy a predikova\u0165 potreby vzdel\u00e1vania. Tento trend vedie k mas\u00edvnej adopcii cloudov\u00fdch a AI rie\u0161en\u00ed.<\/p>\n<p>Hlavnou obchodnou v\u00fdzvou pre platformu Solvedio bolo obmedzenie pri automatickom spracovan\u00ed a porozumen\u00ed ne\u0161trukt\u00farovan\u00fdch \u00fadajov na naplnenie a udr\u017eiavanie jej mat\u00edc zru\u010dnost\u00ed. Z\u00e1kazn\u00edci potrebovali rie\u0161enie, ktor\u00e9 by mohlo \u00eds\u0165 nad r\u00e1mec manu\u00e1lneho zad\u00e1vania \u00fadajov a z\u00e1kladn\u00e9ho sledovania zru\u010dnost\u00ed. Platforma si vy\u017eadovala v\u00fdrazn\u00e9 technologick\u00e9 vylep\u0161enie, aby:<\/p>\n<ol>\n<li data-pm-slice=\"1 1 []\"><strong>Automaticky generovala komplexn\u00fa maticu zru\u010dnost\u00ed<\/strong> priamo z r\u00f4znych dokumentov zamestnancov, ako s\u00fa \u017eivotopisy a certifik\u00e1ty. Syst\u00e9m musel spracova\u0165 viacero form\u00e1tov, ako s\u00fa PDF, DOCX, TXT a r\u00f4zne typy obr\u00e1zkov.<\/li>\n<li data-pm-slice=\"1 1 []\"><strong>Inteligentne poskytovala odpor\u00fa\u010dania pre nov\u00e9 zru\u010dnosti<\/strong> na z\u00e1klade existuj\u00faceho profilu a dokumentov pou\u017e\u00edvate\u013ea.<\/li>\n<li data-pm-slice=\"1 1 []\"><strong>Automatizovala navrhovanie kvalifikovan\u00fdch pou\u017e\u00edvate\u013eov<\/strong> pre konkr\u00e9tne skupiny zru\u010dnost\u00ed alebo projekty, \u010d\u00edm sa zefekt\u00edvnilo formovanie t\u00edmu.<\/li>\n<li data-pm-slice=\"1 1 []\"><strong>Umo\u017enila konverza\u010dn\u00fa interakciu<\/strong> so syst\u00e9mom na vyh\u013ead\u00e1vanie zru\u010dnost\u00ed a poznatkov pomocou modelu chatu s umelou inteligenciou.<\/li>\n<\/ol>\n<p>\u00a0<\/p>\n<p>Bez vylep\u0161enia platformy o generat\u00edvnu umel\u00fa inteligenciu \u010delilo Solvedio nieko\u013ek\u00fdm dlhodob\u00fdm obchodn\u00fdm rizik\u00e1m:<\/p>\n<ol>\n<li><strong>Stagnuj\u00faca ponuka produktov:<\/strong> Platforme by ch\u00fdbala konkuren\u010dn\u00e1 diferenci\u00e1cia, ktor\u00fa poskytuj\u00fa funkcie zalo\u017een\u00e9 na umelej inteligencii, \u010d\u00edm by sa riskoval podiel na trhu v prospech inovat\u00edvnej\u0161\u00edch rie\u0161en\u00ed.<\/li>\n<li><strong>Obmedzen\u00e1 hodnota pre z\u00e1kazn\u00edka:<\/strong> Z\u00e1\u0165a\u017e manu\u00e1lneho zad\u00e1vania \u00fadajov a anal\u00fdzy by zostala na z\u00e1kazn\u00edkovi, \u010do by zn\u00ed\u017eilo hodnotov\u00fa ponuku platformy a potenci\u00e1lne viedlo k odchodu z\u00e1kazn\u00edkov.<\/li>\n<li><strong>Obmedzenia \u0161k\u00e1lovate\u013enosti:<\/strong> Neschopnos\u0165 automatizova\u0165 extrakciu zru\u010dnost\u00ed by z\u00e1kazn\u00edkom zabr\u00e1nila efekt\u00edvne riadi\u0165 zru\u010dnosti ve\u013ekej a dynamickej pracovnej sily, \u010d\u00edm by sa obmedzila atrakt\u00edvnos\u0165 Solvedio na podnikovej \u00farovni.<\/li>\n<li><strong>Prev\u00e1dzkov\u00e1 neefekt\u00edvnos\u0165 pre koncov\u00fdch pou\u017e\u00edvate\u013eov:<\/strong> Z\u00e1kazn\u00edci by na\u010falej z\u00e1pasili s neefekt\u00edvnym obsadzovan\u00edm projektov, pomalou identifik\u00e1ciou odborn\u00fdch znalost\u00ed a nedostatkom strategick\u00e9ho preh\u013eadu o ich kolekt\u00edvnej z\u00e1kladni zru\u010dnost\u00ed.<\/li>\n<\/ol>\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-70e36ec elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"70e36ec\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-10df90b\" data-id=\"10df90b\" data-element_type=\"column\" data-e-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-5f39f87 elementor-widget elementor-widget-image\" data-id=\"5f39f87\" data-element_type=\"widget\" data-e-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 decoding=\"async\" src=\"https:\/\/aspecta.sk\/wp-content\/uploads\/elementor\/thumbs\/logo-V-KRIVKACH-PIKTOGRAM-pcrkedkfd009j4j9ivks8slnpnrepar9vcpp9tosvk.png\" title=\"Logo Aspecta\" alt=\"aspecta logo\" loading=\"lazy\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-d3fb3f3\" data-id=\"d3fb3f3\" data-element_type=\"column\" data-e-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-8674241 elementor-widget elementor-widget-heading\" data-id=\"8674241\" data-element_type=\"widget\" data-e-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\">Cie\u013e<\/h2>\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-884459f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"884459f\" data-element_type=\"section\" data-e-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-d8c56a5\" data-id=\"d8c56a5\" data-element_type=\"column\" data-e-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-d470bf0 elementor-widget elementor-widget-text-editor\" data-id=\"d470bf0\" data-element_type=\"widget\" data-e-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><strong>Obchodn\u00e9 ciele:<\/strong><\/p><ul data-spread=\"false\"><li><p>Automatizova\u0165 generovanie a aktualiz\u00e1ciu mat\u00edc zru\u010dnost\u00ed priamo z dokumentov zamestnancov.<\/p><\/li><li><p>Optimalizova\u0165 zostavovanie t\u00edmov pomocou AI odpor\u00fa\u010dan\u00ed pod\u013ea zru\u010dnost\u00ed a dostupnosti.<\/p><\/li><\/ul><p><strong>Technick\u00e9 ciele:<\/strong><\/p><ul data-spread=\"false\"><li><p>Vybudova\u0165 inteligentn\u00fa, API-riaden\u00fa platformu s generat\u00edvnou AI na spracovanie r\u00f4znych form\u00e1tov dokumentov.<\/p><\/li><li><p>Implementova\u0165 sadu bezpe\u010dn\u00fdch, asynchr\u00f3nnych API pre dlhodob\u00e9 spracovanie \u00faloh.<\/p><\/li><\/ul>\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-7d6fbc7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7d6fbc7\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-df6b0b6\" data-id=\"df6b0b6\" data-element_type=\"column\" data-e-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-8857f25 elementor-widget elementor-widget-image\" data-id=\"8857f25\" data-element_type=\"widget\" data-e-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 decoding=\"async\" src=\"https:\/\/aspecta.sk\/wp-content\/uploads\/elementor\/thumbs\/logo-V-KRIVKACH-PIKTOGRAM-pcrkedkfd009j4j9ivks8slnpnrepar9vcpp9tosvk.png\" title=\"Logo Aspecta\" alt=\"aspecta logo\" loading=\"lazy\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-23fc96e\" data-id=\"23fc96e\" data-element_type=\"column\" data-e-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-74b56bb elementor-widget elementor-widget-heading\" data-id=\"74b56bb\" data-element_type=\"widget\" data-e-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\">Rie\u0161enie<\/h2>\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-3a5fd91 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3a5fd91\" data-element_type=\"section\" data-e-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-5d4567f\" data-id=\"5d4567f\" data-element_type=\"column\" data-e-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-818c71c elementor-widget elementor-widget-text-editor\" data-id=\"818c71c\" data-element_type=\"widget\" data-e-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>Rie\u0161enie je postaven\u00e9 na\u00a0<strong>serverless architekt\u00fare<\/strong>, v\u010faka \u010domu AWS automaticky spravuje \u0161k\u00e1lovanie a dostupnos\u0165. Architekt\u00fara je navrhnut\u00e1 tak, aby bola odoln\u00e1 a efekt\u00edvna v spracovan\u00ed dlhodob\u00fdch \u00faloh, ktor\u00e9 s\u00fa oddelen\u00e9 od po\u010diato\u010dn\u00fdch po\u017eiadaviek pou\u017e\u00edvate\u013ea. Tento pr\u00edstup zabezpe\u010duje, \u017ee zlyhanie jedn\u00e9ho procesu nevedie k zlyhaniu celej API po\u017eiadavky.<\/p><h2><span style=\"color: inherit; font-family: Karla, sans-serif; font-size: 1.75rem;\">Architektonick\u00fd preh\u013ead<\/span><\/h2><ul data-spread=\"false\"><li><p><strong>Amazon SQS<\/strong> oddeluje na\u010d\u00edtavanie a spracovanie d\u00e1t, \u010do umo\u017e\u0148uje syst\u00e9mu zvl\u00e1da\u0165 vysok\u00e9 \u0161pi\u010dky vstupn\u00fdch po\u017eiadaviek.<\/p><\/li><li><p><strong>Aurora Serverless (PostgreSQL)<\/strong> a <strong>S3<\/strong> sl\u00fa\u017eia ako \u00falo\u017eisko d\u00e1t, pri\u010dom Aurora funguje ako vektorov\u00e1 datab\u00e1za spravovan\u00e1 cez <strong>Bedrock Knowledge Base<\/strong> s podporou automatick\u00e9ho \u0161k\u00e1lovania a multi-AZ nasadenia.<\/p><\/li><li><p>V\u010faka plne serverless pr\u00edstupu sa odstr\u00e1nili jednotn\u00e9 body zlyhania \u2013 komponenty ako <strong>API Gateway<\/strong>, <strong>Lambda<\/strong> a <strong>DynamoDB<\/strong> funguj\u00fa a \u0161k\u00e1luj\u00fa nez\u00e1visle.<\/p><\/li><li><p>Asynchr\u00f3nny job syst\u00e9m zaru\u010duje, \u017ee aj pri zlyhan\u00ed \u010diastkovej \u00falohy zost\u00e1va API dostupn\u00e9 a stabiln\u00e9.<\/p><\/li><\/ul><h3>Spracovanie a riadenie \u00faloh<\/h3><p>Pre ka\u017ed\u00fa po\u017eiadavku sa vytv\u00e1ra samostatn\u00e1 \u00faloha (job), ktor\u00e1 sa eviduje v <strong>DynamoDB<\/strong>. Tabu\u013eka uchov\u00e1va stavy spracovania (pending, streaming, failed, completed). Po dokon\u010den\u00ed sa v\u00fdsledok ulo\u017e\u00ed sp\u00e4\u0165 do z\u00e1znamu. T\u00fdmto sp\u00f4sobom je mo\u017en\u00e9 efekt\u00edvne spracov\u00e1va\u0165 aj dlhodob\u00e9 AI po\u017eiadavky bez pre\u0165a\u017eenia syst\u00e9mu.<\/p><h3>Komponenty a ich \u00faloha<\/h3><ul data-spread=\"false\"><li><p><strong>Amazon Bedrock Knowledge Base<\/strong> poskytuje plne spravovan\u00fd Retrieval-Augmented Generation (RAG) pipeline, ktor\u00fd zah\u0155\u0148a vektoriz\u00e1ciu zdrojov\u00fdch dokumentov pomocou <strong>Titan Text Embeddings v2<\/strong>, ich ukladanie do <strong>Aurora Serverless<\/strong> a spravovanie dotazov. Vlastn\u00e1 implement\u00e1cia RAG by bola \u010dasovo aj technicky n\u00e1ro\u010dnej\u0161ia.<\/p><\/li><li><p><strong>Aurora Serverless (PostgreSQL)<\/strong> bola zvolen\u00e1 pre automatick\u00e9 \u0161k\u00e1lovanie a optimalizovan\u00e9 n\u00e1klady v porovnan\u00ed s OpenSearch Serverless. Vyu\u017e\u00edva sa aj pre \u0161ir\u0161\u00ed s\u00fabor funkcional\u00edt pl\u00e1novan\u00fdch v bud\u00facnosti.<\/p><\/li><li><p><strong>DynamoDB<\/strong> zabezpe\u010duje asynchr\u00f3nne spracovanie AI po\u017eiadaviek, ke\u010f\u017ee rela\u010dn\u00e1 datab\u00e1za by sp\u00f4sobovala zbyto\u010dn\u00e9 re\u017eijn\u00e9 n\u00e1klady.<\/p><\/li><li><p><strong>SQS<\/strong> podporuje d\u00e1vkov\u00e9 spracovanie nov\u00fdch z\u00e1znamov, ktor\u00e9 treba na\u010d\u00edta\u0165, predspracova\u0165 a vektorizova\u0165 \u2013 \u010d\u00edm zvy\u0161uje odolnos\u0165 syst\u00e9mu. Alternat\u00edvy ako RabbitMQ na EC2 boli odmietnut\u00e9 pre vy\u0161\u0161iu prev\u00e1dzkov\u00fa z\u00e1\u0165a\u017e.<\/p><\/li><li><p><strong>AWS Lambda<\/strong> je v\u00fdpo\u010dtov\u00e1 vrstva pre v\u0161etku biznis logiku \u2013 jej event-driven povaha umo\u017e\u0148uje reagova\u0165 na API volania aj spr\u00e1vy z frontov.<\/p><\/li><li><p><strong>EventBridge<\/strong> zabezpe\u010duje periodick\u00e9 sp\u00fa\u0161\u0165anie Lamdba funkci\u00ed pre synchroniz\u00e1ciu znalostnej b\u00e1zy.<\/p><\/li><li><p><strong>CloudWatch<\/strong> monitoruje v\u00fdkonnos\u0165, chybovos\u0165 a latencie syst\u00e9mu pre \u00fa\u010dely optimaliz\u00e1cie.<\/p><\/li><\/ul><h3>Integr\u00e1cie a d\u00e1tov\u00e9 toky<\/h3><ol start=\"1\" data-spread=\"false\"><li><p><strong>SQS \u2192 Lambda triggers<\/strong> \u2013 pre asynchr\u00f3nne d\u00e1vkov\u00e9 spracovanie z\u00e1znamov.<\/p><\/li><li><p><strong>DynamoDB \u2192 Lambda triggers<\/strong> \u2013 pre spracovanie nov\u00fdch AI po\u017eiadaviek.<\/p><\/li><li><p><strong>Bedrock Knowledge Base \u2194 Aurora Serverless<\/strong> \u2013 ukladanie vektorov generovan\u00fdch pomocou Titan Text Embeddings v2.<\/p><\/li><li><p><strong>EventBridge \u2192 Lambda<\/strong> \u2013 periodick\u00e9 sp\u00fa\u0161\u0165anie synchroniz\u00e1cie znalostnej b\u00e1zy.<\/p><\/li><\/ol><p>Tento dizajn zabezpe\u010duje robustn\u00fa, \u0161k\u00e1lovate\u013en\u00fa a n\u00e1kladovo efekt\u00edvnu prev\u00e1dzku bez nutnosti spr\u00e1vy serverov, pri\u010dom v\u0161etky komponenty s\u00fa navz\u00e1jom oddelen\u00e9 a nez\u00e1visl\u00e9.<\/p><p>Ka\u017ed\u00e1 slu\u017eba AWS bola zvolen\u00e1 na z\u00e1klade anal\u00fdzy alternat\u00edv:<\/p><ul data-spread=\"false\"><li><p><strong>Bedrock Knowledge Base<\/strong> \u2013 poskytuje plne spravovan\u00fd RAG proces; vlastn\u00e1 implement\u00e1cia by zv\u00fd\u0161ila komplexnos\u0165 a \u010das dodania.<\/p><\/li><li><p><strong>Aurora Serverless (PostgreSQL)<\/strong> \u2013 zvolen\u00e1 pre automatick\u00e9 \u0161k\u00e1lovanie a ni\u017e\u0161ie n\u00e1klady oproti OpenSearch Serverless, s vyu\u017eit\u00edm existuj\u00facej expert\u00edzy t\u00edmu.<\/p><\/li><li><p><strong>DynamoDB<\/strong> \u2013 pou\u017e\u00edva sa na spr\u00e1vu dlhodob\u00fdch AI \u00faloh a sledovanie ich stavov, namiesto rela\u010dnej datab\u00e1zy kv\u00f4li v\u00fdkonu a jednoduchosti.<\/p><\/li><li><p><strong>SQS<\/strong> \u2013 decoupling batch spracovania; alternat\u00edvy ako RabbitMQ boli odmietnut\u00e9 pre vy\u0161\u0161iu prev\u00e1dzkov\u00fa z\u00e1\u0165a\u017e.<\/p><\/li><li><p><strong>Lambda<\/strong> \u2013 event-driven v\u00fdpo\u010dtov\u00e1 vrstva bez potreby spr\u00e1vy serverov.<\/p><\/li><li><p><strong>EventBridge<\/strong> \u2013 pl\u00e1novanie periodick\u00fdch \u00faloh na synchroniz\u00e1ciu znalostnej b\u00e1zy.<\/p><\/li><\/ul><p><strong>Integr\u00e1cie:<\/strong><\/p><ol start=\"1\" data-spread=\"false\"><li><p>Triggery Lambda zo SQS pre d\u00e1vkov\u00e9 spracovanie z\u00e1znamov.<\/p><\/li><li><p>Triggery Lambda z DynamoDB (INSERT) pre AI po\u017eiadavky.<\/p><\/li><li><p>Prepojenie Bedrock KB \u2013 Aurora Serverless pre ukladanie vektorov.<\/p><\/li><li><p>EventBridge trigger pre synchroniz\u00e1ciu znalostnej b\u00e1zy.<\/p><\/li><\/ol>\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-32fdf00 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"32fdf00\" data-element_type=\"section\" data-e-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-ed665f7\" data-id=\"ed665f7\" data-element_type=\"column\" data-e-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-dece232 elementor-widget elementor-widget-image\" data-id=\"dece232\" data-element_type=\"widget\" data-e-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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"455\" src=\"https:\/\/aspecta.sk\/wp-content\/uploads\/2025\/10\/Snimka-obrazovky-2025-10-09-135522-1024x583.png\" class=\"attachment-large size-large wp-image-10095\" alt=\"\" srcset=\"https:\/\/aspecta.sk\/wp-content\/uploads\/2025\/10\/Snimka-obrazovky-2025-10-09-135522-1024x583.png 1024w, https:\/\/aspecta.sk\/wp-content\/uploads\/2025\/10\/Snimka-obrazovky-2025-10-09-135522-300x171.png 300w, https:\/\/aspecta.sk\/wp-content\/uploads\/2025\/10\/Snimka-obrazovky-2025-10-09-135522-768x438.png 768w, https:\/\/aspecta.sk\/wp-content\/uploads\/2025\/10\/Snimka-obrazovky-2025-10-09-135522-18x10.png 18w, https:\/\/aspecta.sk\/wp-content\/uploads\/2025\/10\/Snimka-obrazovky-2025-10-09-135522.png 1455w\" sizes=\"(max-width: 800px) 100vw, 800px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Generovanie odpor\u00fa\u010dan\u00ed pre maticu zru\u010dnost\u00ed v Solvedio<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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-2d28865 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2d28865\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-7e74e87\" data-id=\"7e74e87\" data-element_type=\"column\" data-e-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-d9877b1 elementor-widget elementor-widget-image\" data-id=\"d9877b1\" data-element_type=\"widget\" data-e-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 decoding=\"async\" src=\"https:\/\/aspecta.sk\/wp-content\/uploads\/elementor\/thumbs\/logo-V-KRIVKACH-PIKTOGRAM-pcrkedkfd009j4j9ivks8slnpnrepar9vcpp9tosvk.png\" title=\"Logo Aspecta\" alt=\"aspecta logo\" loading=\"lazy\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-50239fe\" data-id=\"50239fe\" data-element_type=\"column\" data-e-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-038e7f1 elementor-widget elementor-widget-heading\" data-id=\"038e7f1\" data-element_type=\"widget\" data-e-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\">V\u00fdsledky a benefity<\/h2>\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-e26143c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e26143c\" data-element_type=\"section\" data-e-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-021e2d8\" data-id=\"021e2d8\" data-element_type=\"column\" data-e-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-44fda14 elementor-widget elementor-widget-text-editor\" data-id=\"44fda14\" data-element_type=\"widget\" data-e-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>Rie\u0161enie prinieslo merate\u013en\u00e9 obchodn\u00e9 aj technologick\u00e9 pr\u00ednosy, pri\u010dom sa preuk\u00e1zala jeho optimalita z h\u013eadiska hodnoty, n\u00e1kladov a komplexnosti. Rie\u0161enie je optim\u00e1lne v troch hlavn\u00fdch oblastiach:<\/p>\n<ul data-spread=\"false\">\n<li>\n<p><strong>Maximalizovan\u00e1 obchodn\u00e1 hodnota:<\/strong> Vyu\u017eit\u00edm spravovan\u00fdch slu\u017eieb ako <strong>Amazon Bedrock Knowledge Base<\/strong> sa odstr\u00e1nila potreba budova\u0165 vlastn\u00fd RAG pipeline od za\u010diatku, \u010d\u00edm sa v\u00fdrazne ur\u00fdchlil v\u00fdvoj a nasadenie nov\u00fdch AI funkci\u00ed pre z\u00e1kazn\u00edkov.<\/p>\n<\/li>\n<li>\n<p><strong>Minimalizovan\u00e9 n\u00e1klady:<\/strong> Serverless architekt\u00fara postaven\u00e1 na <strong>AWS Lambda<\/strong>, <strong>Amazon SQS<\/strong> a <strong>Amazon DynamoDB<\/strong> umo\u017e\u0148uje plati\u0165 len za re\u00e1lne spotrebovan\u00e9 zdroje, bez n\u00e1kladov na ne\u010dinn\u00e9 servery.<\/p>\n<\/li>\n<li>\n<p><strong>Zn\u00ed\u017een\u00e1 komplexnos\u0165:<\/strong> Event-driven architekt\u00fara zjednodu\u0161uje cel\u00fd syst\u00e9m, u\u013eah\u010duje v\u00fdvoj, ladenie aj \u00fadr\u017ebu. <strong>Bedrock Knowledge Base<\/strong> z\u00e1rove\u0148 minimalizuje zlo\u017eitos\u0165 implement\u00e1cie, ladenia a spr\u00e1vy bezpe\u010dn\u00e9ho a efekt\u00edvneho RAG rie\u0161enia.<\/p>\n<\/li>\n<\/ul>\n<p>Rie\u0161enie prinieslo merate\u013en\u00fa hodnotu v dvoch hlavn\u00fdch ukazovate\u013eoch, ktor\u00e9 priamo ovplyv\u0148uj\u00fa opera\u010dn\u00fa stabilitu a efektivitu t\u00edmov:<\/p>\n<ol start=\"1\" data-spread=\"true\">\n<li>\n<p><strong>Zlep\u0161enie realiz\u00e1cie projektov v\u010faka prira\u010fovaniu pod\u013ea zru\u010dnost\u00ed:&nbsp;<\/strong>Pred implement\u00e1ciou bolo pribli\u017ene <strong>23 % projektov oneskoren\u00fdch<\/strong> kv\u00f4li nespr\u00e1vnemu priradeniu \u013eud\u00ed. Po nasaden\u00ed platformy Solvedio s AI odpor\u00fa\u010daniami klesla miera oneskoren\u00ed na <strong>10 % do 6 mesiacov<\/strong>, \u010do predstavuje <strong>viac ne\u017e 50 % zlep\u0161enie<\/strong>. Meranie sa realizovalo prostredn\u00edctvom logov dokon\u010denia projektov, sledovan\u00edm podielu na\u010das odovzdan\u00fdch projektov pred a po nasaden\u00ed rie\u0161enia.<\/p>\n<\/li>\n<li>\n<p><strong>Vyrovnanie z\u00e1\u0165a\u017ee a zv\u00fd\u0161enie spokojnosti zamestnancov:&nbsp;<\/strong>Pred implement\u00e1ciou dosahovala spokojnos\u0165 so z\u00e1\u0165a\u017eou <strong>60 bodov zo 100<\/strong>. Po \u0161iestich mesiacoch pou\u017e\u00edvania n\u00e1strojov na anal\u00fdzu kapac\u00edt a zru\u010dnost\u00ed st\u00fapla na <strong>80 bodov<\/strong>, \u010d\u00edm sa prekonal cie\u013e <strong>75<\/strong>. \u00dadaje sa z\u00edskavali z opakovan\u00fdch zamestnaneck\u00fdch prieskumov a analytiky vy\u0165a\u017eenia (napr. percento zamestnancov v optim\u00e1lnom vyu\u017eit\u00ed).&nbsp;<span style=\"background-color: transparent;\">V\u00fdsledkom bolo lep\u0161ie rozdelenie pr\u00e1ce, vy\u0161\u0161ia mor\u00e1lka t\u00edmov a pozit\u00edvny vplyv na retenciu.<\/span><\/p>\n<\/li>\n<\/ol>\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-b328aff elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b328aff\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-d5fad9b\" data-id=\"d5fad9b\" data-element_type=\"column\" data-e-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-0330e2c elementor-widget elementor-widget-image\" data-id=\"0330e2c\" data-element_type=\"widget\" data-e-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 decoding=\"async\" src=\"https:\/\/aspecta.sk\/wp-content\/uploads\/elementor\/thumbs\/logo-V-KRIVKACH-PIKTOGRAM-pcrkedkfd009j4j9ivks8slnpnrepar9vcpp9tosvk.png\" title=\"Logo Aspecta\" alt=\"aspecta logo\" loading=\"lazy\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-fbdd625\" data-id=\"fbdd625\" data-element_type=\"column\" data-e-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-42ccf37 elementor-widget elementor-widget-heading\" data-id=\"42ccf37\" data-element_type=\"widget\" data-e-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\">Z\u00e1ver<\/h2>\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-ba0e317 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ba0e317\" data-element_type=\"section\" data-e-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-e67190e\" data-id=\"e67190e\" data-element_type=\"column\" data-e-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-7809be4 elementor-widget elementor-widget-text-editor\" data-id=\"7809be4\" data-element_type=\"widget\" data-e-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 data-pm-slice=\"1 1 []\">T\u00e1to pr\u00edpadov\u00e1 \u0161t\u00fadia popisuje, ako mo\u017eno <b>prostredn\u00edctvom Generative AI a cloudov\u00fdch technol\u00f3gi\u00ed z\u00e1sadne zmeni\u0165 sp\u00f4sob, ak\u00fdm organiz\u00e1cie pristupuj\u00fa k digitaliz\u00e1cii, automatiz\u00e1cii a vyu\u017e\u00edvaniu d\u00e1t<\/b>. Integr\u00e1cia pokro\u010dil\u00fdch AI slu\u017eieb do existuj\u00facich procesov vytvorila rie\u0161enie, ktor\u00e9 nielen zefekt\u00edv\u0148uje spracovanie d\u00e1t, ale aj umo\u017e\u0148uje r\u00fdchlej\u0161ie rozhodovanie a strategick\u00e9 riadenie zdrojov.<\/p>\n<p>Hodnota platformy presahuje oblas\u0165 HR. Ide o demon\u0161tr\u00e1ciu, ako m\u00f4\u017ee Generative AI ur\u00fdchli\u0165 digit\u00e1lnu transform\u00e1ciu v r\u00f4znych segmentoch, od v\u00fdroby cez verejn\u00fa spr\u00e1vu a\u017e po mana\u017ement znalost\u00ed a intern\u00e9 inov\u00e1cie. Platforma Solvedio potvrdzuje, \u017ee spojen\u00edm cloudovej infra\u0161trukt\u00fary, asynchr\u00f3nneho spracovania a inteligentn\u00e9ho u\u010denia mo\u017eno vytvori\u0165 flexibiln\u00e9 rie\u0161enie pripraven\u00e9 na bud\u00face roz\u0161\u00edrenia v oblasti d\u00e1tovej analytiky, predikt\u00edvneho pl\u00e1novania a auton\u00f3mneho rozhodovania.<\/p>\n<p>Platforma je d\u00f4kazom, \u017ee Generative AI sa st\u00e1va k\u013e\u00fa\u010dov\u00fdm n\u00e1strojom pre digit\u00e1lnu transform\u00e1ciu organiz\u00e1ci\u00ed a poskytuje r\u00fdchlos\u0165, presnos\u0165 a \u0161k\u00e1lovate\u013enos\u0165 potrebn\u00fa na zvl\u00e1danie komplexn\u00fdch d\u00e1tov\u00fdch ekosyst\u00e9mov.<\/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<\/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-498b403f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"498b403f\" data-element_type=\"section\" data-e-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-28b4366f\" data-id=\"28b4366f\" data-element_type=\"column\" data-e-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-583a0a1d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"583a0a1d\" data-element_type=\"section\" data-e-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-50 elementor-inner-column elementor-element elementor-element-63b691f0\" data-id=\"63b691f0\" data-element_type=\"column\" data-e-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-11c4c464 elementor-widget elementor-widget-heading\" data-id=\"11c4c464\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Prihl\u00e1ste sa na odber a neunikne v\u00e1m \u017eiadny \u010dl\u00e1nok<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2d0c784c eael-wpforms-labels-yes eael-wpforms-form-button-custom elementor-widget elementor-widget-eael-wpforms\" data-id=\"2d0c784c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"eael-wpforms.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t            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data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Ak sa v\u00e1m \u010dl\u00e1nok p\u00e1\u010dil, zdie\u013eajte ho<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3386e91b elementor-widget elementor-widget-elementskit-social-share\" data-id=\"3386e91b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-social-share.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" >\t\t<ul class=\"ekit_socialshare\">\n                            <li class=\"elementor-repeater-item-b45a8a0\" data-social=\"facebook\">\n                    <div class=\"facebook\">\n                        \n                        <i aria-hidden=\"true\" class=\"icon icon-facebook\"><\/i>                        \n                  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<\/div>\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-50 elementor-inner-column elementor-element elementor-element-73b4c27c\" data-id=\"73b4c27c\" data-element_type=\"column\" data-e-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-18016684 elementor-widget elementor-widget-heading\" data-id=\"18016684\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u010eal\u0161ie \u010dl\u00e1nky, ktor\u00e9 by sa v\u00e1m mohli p\u00e1\u010di\u0165<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2cdde7f5 elementor-widget elementor-widget-elementskit-post-list\" data-id=\"2cdde7f5\" data-element_type=\"widget\" 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https:\/\/aspecta.sk\/wp-content\/uploads\/2023\/06\/nlp-aspecta-kinit-cover.jpg 800w\" sizes=\"(max-width: 768px) 100vw, 768px\" title=\"Ako NLP rie\u0161enie od spolo\u010dnosti Aspecta men\u00ed verejn\u00e9 obstar\u00e1vanie\u200b 16\">\t\t\t\t\t<div class=\"ekit_post_list_content_wraper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta-lists\">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"meta-category\">\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-folder\"><\/i>\n\t\t\t\t\t\t\t\t\tCase Studies\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Ako NLP rie\u0161enie od spolo\u010dnosti Aspecta men\u00ed verejn\u00e9 obstar\u00e1vanie\u200b<\/span>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/a>\n\t\t\t<\/li>\n\t\t\t\t\t<li class=\"elementor-icon-list-item   \">\n\t\t\t\t<a href=\"https:\/\/aspecta.sk\/navrh-informacneho-systemu-pre-sazp\/\" >\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"512\" src=\"https:\/\/aspecta.sk\/wp-content\/uploads\/2023\/04\/sazp-blog-768x512.jpg\" class=\"attachment-medium_large size-medium_large wp-post-image\" alt=\"sazp blog\" srcset=\"https:\/\/aspecta.sk\/wp-content\/uploads\/2023\/04\/sazp-blog-768x512.jpg 768w, https:\/\/aspecta.sk\/wp-content\/uploads\/2023\/04\/sazp-blog-300x200.jpg 300w, https:\/\/aspecta.sk\/wp-content\/uploads\/2023\/04\/sazp-blog-18x12.jpg 18w, https:\/\/aspecta.sk\/wp-content\/uploads\/2023\/04\/sazp-blog.jpg 800w\" sizes=\"(max-width: 768px) 100vw, 768px\" title=\"N\u00e1vrh informa\u010dn\u00e9ho syst\u00e9mu pre SA\u017dP \u200b 17\">\t\t\t\t\t<div class=\"ekit_post_list_content_wraper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta-lists\">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span 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https:\/\/aspecta.sk\/wp-content\/uploads\/2024\/06\/oracle-ocenenie-aspecta-partner-roka2-300x300.webp 300w, https:\/\/aspecta.sk\/wp-content\/uploads\/2024\/06\/oracle-ocenenie-aspecta-partner-roka2-150x150.webp 150w, https:\/\/aspecta.sk\/wp-content\/uploads\/2024\/06\/oracle-ocenenie-aspecta-partner-roka2-12x12.webp 12w, https:\/\/aspecta.sk\/wp-content\/uploads\/2024\/06\/oracle-ocenenie-aspecta-partner-roka2.webp 1000w\" sizes=\"(max-width: 768px) 100vw, 768px\" title=\"Aspecta z\u00edskava prest\u00ed\u017ene ocenenie Oracle Partner roka FY2024 \u200b 18\">\t\t\t\t\t<div class=\"ekit_post_list_content_wraper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta-lists\">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"meta-category\">\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-folder\"><\/i>\n\t\t\t\t\t\t\t\t\tZo \u017eivota Aspecty\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Aspecta z\u00edskava prest\u00ed\u017ene ocenenie Oracle Partner roka FY2024 \u200b<\/span>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/a>\n\t\t\t<\/li>\n\t\t\t\t\t<li class=\"elementor-icon-list-item   \">\n\t\t\t\t<a href=\"https:\/\/aspecta.sk\/technologicke-trendy-na-rok-2023-podla-gartner\/\" >\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"546\" src=\"https:\/\/aspecta.sk\/wp-content\/uploads\/2023\/02\/technologicke-trendy-2023-768x546.jpg\" class=\"attachment-medium_large size-medium_large wp-post-image\" alt=\"technologicke trendy 2023\" srcset=\"https:\/\/aspecta.sk\/wp-content\/uploads\/2023\/02\/technologicke-trendy-2023-768x546.jpg 768w, https:\/\/aspecta.sk\/wp-content\/uploads\/2023\/02\/technologicke-trendy-2023-300x213.jpg 300w, https:\/\/aspecta.sk\/wp-content\/uploads\/2023\/02\/technologicke-trendy-2023-18x12.jpg 18w, https:\/\/aspecta.sk\/wp-content\/uploads\/2023\/02\/technologicke-trendy-2023.jpg 800w\" sizes=\"(max-width: 768px) 100vw, 768px\" title=\"Top strategick\u00e9 technologick\u00e9 trendy na rok 2023 pod\u013ea Gartner\u200b 19\">\t\t\t\t\t<div class=\"ekit_post_list_content_wraper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta-lists\">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"meta-category\">\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-folder\"><\/i>\n\t\t\t\t\t\t\t\t\tTechnologick\u00e9 trendy\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Top strategick\u00e9 technologick\u00e9 trendy na rok 2023 pod\u013ea Gartner\u200b<\/span>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/a>\n\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t<\/div>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>The integration of Generative AI solutions into the Solvedio platform transformed the traditional management skills for an intelligent, automated and context-conscious system. The AWS Bedrock solution streamlined document processing, skill matrix creation, and team building, delivering measurable business benefits for HR and project management.<\/p>","protected":false},"author":1,"featured_media":9998,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[15,35],"tags":[],"class_list":["post-10053","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-studies","category-umela-inteligencia"],"_links":{"self":[{"href":"https:\/\/aspecta.sk\/en\/wp-json\/wp\/v2\/posts\/10053","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aspecta.sk\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aspecta.sk\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aspecta.sk\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aspecta.sk\/en\/wp-json\/wp\/v2\/comments?post=10053"}],"version-history":[{"count":6,"href":"https:\/\/aspecta.sk\/en\/wp-json\/wp\/v2\/posts\/10053\/revisions"}],"predecessor-version":[{"id":10836,"href":"https:\/\/aspecta.sk\/en\/wp-json\/wp\/v2\/posts\/10053\/revisions\/10836"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aspecta.sk\/en\/wp-json\/wp\/v2\/media\/9998"}],"wp:attachment":[{"href":"https:\/\/aspecta.sk\/en\/wp-json\/wp\/v2\/media?parent=10053"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aspecta.sk\/en\/wp-json\/wp\/v2\/categories?post=10053"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aspecta.sk\/en\/wp-json\/wp\/v2\/tags?post=10053"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}