{"id":10251,"date":"2025-07-07T15:55:00","date_gmt":"2025-07-07T13:55:00","guid":{"rendered":"https:\/\/aspecta.sk\/?p=10251"},"modified":"2025-10-23T11:00:12","modified_gmt":"2025-10-23T09:00:12","slug":"automatisierung-der-produktdokumentation-aws-ai","status":"publish","type":"post","link":"https:\/\/aspecta.sk\/de\/automatizacia-produktovej-dokumentacie-aws-ai\/","title":{"rendered":"Automatisierung der Verarbeitung der Produktdokumentation"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"10251\" class=\"elementor elementor-10251\">\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\/en\/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\/en\/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\">Automatiz\u00e1cia spracovania produktovej dokument\u00e1cie pomocou AWS AI rie\u0161enia \n<\/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<div class=\"scriptor-paragraph\"><p data-pm-slice=\"1 1 []\"><!--ScriptorStartFragment--><\/p><div class=\"scriptor-paragraph\"><p><!--ScriptorStartFragment--><\/p><div class=\"scriptor-paragraph\">T\u00e1to case study opisuje implement\u00e1ciu serverless AWS rie\u0161enia na automatizovan\u00e9 spracovanie technick\u00fdch dokumentov (datasheety, katal\u00f3gy, certifik\u00e1cie) pre ved\u00faceho slovensk\u00e9ho distrib\u00fatora elektroin\u0161tala\u010dn\u00e9ho materi\u00e1lu a priemyselnej automatiz\u00e1cie. Rie\u0161enie umo\u017enilo dramatick\u00e9 zr\u00fdchlenie spracovania produktov do B2B katal\u00f3gu, zlep\u0161enie kvality d\u00e1t a zn\u00ed\u017eenie prev\u00e1dzkov\u00fdch n\u00e1kladov.<\/div><p><!--ScriptorEndFragment--><\/p><\/div><\/div>\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\t07. jul 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\">V\u00fdzva<\/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-3e24f6a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3e24f6a\" 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-904943b\" data-id=\"904943b\" 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-a1a71e1 elementor-widget elementor-widget-text-editor\" data-id=\"a1a71e1\" 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<div class=\"scriptor-paragraph\"><p data-pm-slice=\"1 3 []\">V segmente distrib\u00facie elektroin\u0161tala\u010dn\u00fdch a priemyseln\u00fdch komponentov sa ka\u017edoro\u010dne sprac\u00favaj\u00fa desa\u0165tis\u00edce produktov\u00fdch listov a technick\u00fdch dokumentov od r\u00f4znych v\u00fdrobcov. V\u00e4\u010d\u0161ina firiem pritom st\u00e1le spolieha na manu\u00e1lne prepisovanie \u00fadajov, ktor\u00e9 je pomal\u00e9, neefekt\u00edvne a vystaven\u00e9 vysok\u00e9mu riziku ch\u00fdb. Dynamika trhu, \u010dast\u00e9 zmeny produktov\u00fdch parametrov a tlak na r\u00fdchle uvedenie polo\u017eiek do B2B port\u00e1lov vytv\u00e1raj\u00fa tlak na automatiz\u00e1ciu a d\u00e1tov\u00fa presnos\u0165.<\/p><ul data-spread=\"false\"><li><p><strong>Objem a heterogenita dokumentov:<\/strong> stovky dod\u00e1vate\u013eov a viacero form\u00e1tov (PDF, DOCX, XLS) v r\u00f4znych jazykoch.<\/p><\/li><li><p><strong>Manu\u00e1lna extrakcia \u00fadajov:<\/strong> 15\u201320 min\u00fat na dokument, vysok\u00e9 riziko ch\u00fdb pri ru\u010dnom prepise technick\u00fdch parametrov.<\/p><\/li><li><p><strong>Oneskoren\u00e9 uvedenie produktov:<\/strong> dlh\u0161\u00ed time-to-market pre nov\u00e9 polo\u017eky v B2B port\u00e1li.<\/p><\/li><\/ul><h4 data-pm-slice=\"1 3 []\">\u00a0<\/h4><h4 data-pm-slice=\"1 3 []\"><strong>Ciele projektu<\/strong><\/h4><ul data-spread=\"false\"><li><p>Zr\u00fdchli\u0165 spracovanie dokumentov o minim\u00e1lne 80 %.<\/p><\/li><li><p>Zn\u00ed\u017ei\u0165 manu\u00e1lnu pr\u00e1cu d\u00e1tov\u00e9ho t\u00edmu o 50 %.<\/p><\/li><li><p>Dosiahnu\u0165 presnos\u0165 extrahovan\u00fdch \u00fadajov \u2265 98 %.<\/p><\/li><li><p>Zavies\u0165 \u0161k\u00e1lovate\u013en\u00fa, pay-per-use architekt\u00fauru integrovan\u00fa s ERP a B2B syst\u00e9mom.<\/p><\/li><\/ul><\/div>\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\">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-7644ee1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7644ee1\" 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-af5b01d\" data-id=\"af5b01d\" 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-5d0a170 elementor-widget elementor-widget-text-editor\" data-id=\"5d0a170\" 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<div class=\"scriptor-paragraph\"><p data-pm-slice=\"1 1 []\">Navrhnut\u00e9 rie\u0161enie bolo postaven\u00e9 na bezserverovej AWS architekt\u00fare so zameran\u00edm na AI\/ML a NLP pre spracovanie ne\u0161trukt\u00farovan\u00fdch dokumentov. Tento pr\u00edstup bol zvolen\u00fd ako najoptim\u00e1lnej\u0161\u00ed z h\u013eadiska kombin\u00e1cie flexibility, spo\u013eahlivosti a prev\u00e1dzkovej efekt\u00edvnosti. Serverless model umo\u017e\u0148uje r\u00fdchle \u0161k\u00e1lovanie pod\u013ea objemu dokumentov bez nutnosti spr\u00e1vy infra\u0161trukt\u00fary, zatia\u013e \u010do nat\u00edvne AI slu\u017eby AWS poskytuj\u00fa overen\u00fa presnos\u0165 a mo\u017enos\u0165 r\u00fdchlej integr\u00e1cie s existuj\u00facimi ERP a B2B syst\u00e9mami.<\/p><h4 data-pm-slice=\"1 3 []\">\u00a0<\/h4><h4 data-pm-slice=\"1 3 []\"><strong>K\u013e\u00fa\u010dov\u00e9 komponenty:<\/strong><\/h4><ul data-spread=\"false\"><li><p><strong>Amazon S3<\/strong> \u2013 vstupn\u00e9 \u00falo\u017eisko pre nahr\u00e1van\u00e9 dokumenty.<\/p><\/li><li><p><strong>Amazon Textract<\/strong> \u2013 automatick\u00e1 extrakcia textu, tabuliek a k\u013e\u00fa\u010dov\u00fdch p\u00e1rov.<\/p><\/li><li><p><strong>Amazon Comprehend + custom NLP (SageMaker)<\/strong> \u2013 identifik\u00e1cia a klasifik\u00e1cia technick\u00fdch parametrov (nap\u00e4tie, v\u00fdkon, rozmery, normy, IP krytie).<\/p><\/li><li><p><strong>AWS Lambda<\/strong> \u2013 orchestr\u00e1cia pracovn\u00fdch tokov a transform\u00e1cia do \u0161trukt\u00farovan\u00e9ho JSON.<\/p><\/li><li><p><strong>Amazon DynamoDB<\/strong> \u2013 ukladanie extrahovan\u00fdch d\u00e1t + meta\u00fadajov.<\/p><\/li><li><p><strong>API Gateway<\/strong> \u2013 integr\u00e1cia so syst\u00e9mami ERP a B2B port\u00e1lom.<\/p><\/li><li><p><strong>Amazon CloudWatch<\/strong> \u2013 monitoring KPI, latencie, ch\u00fdb a kvality modelov.<\/p><\/li><\/ul><h4>\u00a0<\/h4><h4><strong>Proces:<\/strong><\/h4><ol start=\"1\" data-spread=\"false\"><li><p>Dod\u00e1vate\u013esk\u00fd s\u00fabor nahran\u00fd do S3 (batch alebo event-driven).<\/p><\/li><li><p>Textract extrahuje text a tabu\u013eky; v\u00fdsledok odovzd\u00e1 Lambda funkcii.<\/p><\/li><li><p>SageMaker NLP model a Comprehend identifikuj\u00fa parametre a mapuj\u00fa ich na intern\u00e9 polia.<\/p><\/li><li><p>Lambda dokon\u010d\u00ed valid\u00e1ciu, vytvor\u00ed JSON a ulo\u017e\u00ed z\u00e1znam do DynamoDB.<\/p><\/li><li><p>API Gateway umo\u017en\u00ed export do ERP a publikovanie v B2B katal\u00f3gu; manu\u00e1lne valid\u00e1cie s\u00fa podporen\u00e9 auditn\u00fdmi logmi.<\/p><\/li><\/ol><\/div><p><!--ScriptorEndFragment--><\/p><p data-pm-slice=\"1 3 []\"><!--ScriptorEndFragment--><\/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-09b96f8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"09b96f8\" 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-b411b42\" data-id=\"b411b42\" 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-8fff746 elementor-widget elementor-widget-image\" data-id=\"8fff746\" 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-527d1bb\" data-id=\"527d1bb\" 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-e41a43b elementor-widget elementor-widget-heading\" data-id=\"e41a43b\" 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\">Implement\u00e1cia<\/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-83b73fc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"83b73fc\" 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-caf27c3\" data-id=\"caf27c3\" 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-2bd3fec elementor-widget elementor-widget-text-editor\" data-id=\"2bd3fec\" 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 3 []\"><strong>F\u00e1zy projektu (3\u20136 mesiacov):<\/strong><\/p><ul data-spread=\"false\"><li><p>Anal\u00fdza a PoC (4 t\u00fd\u017edne): audit vstupn\u00fdch dokumentov, defin\u00edcia taxon\u00f3mie parametrov, PoC na vzorke 500 dokumentov.<\/p><\/li><li><p>V\u00fdvoj a tr\u00e9ning (6\u201310 t\u00fd\u017ed\u0148ov): nasadenie Textract, tr\u00e9ning custom NLP modelu v SageMaker, v\u00fdvoj Lambd a integr\u00e1ci\u00ed.<\/p><\/li><li><p>Integr\u00e1cia a testovanie (4\u20136 t\u00fd\u017ed\u0148ov): prepojenie s ERP, testy end\u2011to\u2011end, bezpe\u010dnostn\u00e9 rev\u00edzie.<\/p><\/li><li><p>Nasadenie a doladenie (2\u20134 t\u00fd\u017edne): monitorovanie, sp\u00e4tn\u00e1 v\u00e4zba pou\u017e\u00edvate\u013eov, kalibr\u00e1cia modelov.<\/p><\/li><\/ul><p>\u00a0<\/p><p><strong>K\u013e\u00fa\u010dov\u00e9 rozhodnutia:<\/strong><\/p><ul data-spread=\"false\"><li><p>Vo\u013eba serverless AWS rie\u0161enia kv\u00f4li \u0161k\u00e1lovate\u013enosti a platbe pod\u013ea spotreby.<\/p><\/li><li><p>Hybridn\u00fd pr\u00edstup: automatick\u00e9 spracovanie + \u013eudsk\u00e1 valid\u00e1cia vo v\u00fdnimo\u010dn\u00fdch pr\u00edpadoch.<\/p><\/li><\/ul><p data-pm-slice=\"1 1 []\"><!--ScriptorEndFragment--><\/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-c1de72f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c1de72f\" 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-4fe8e45\" data-id=\"4fe8e45\" 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-3fdf156 elementor-widget elementor-widget-image\" data-id=\"3fdf156\" 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-75e8ac0\" data-id=\"75e8ac0\" 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-9159b3b elementor-widget elementor-widget-heading\" data-id=\"9159b3b\" 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-d64b31c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d64b31c\" 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-b0a708d\" data-id=\"b0a708d\" 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-8e3be1d elementor-widget elementor-widget-text-editor\" data-id=\"8e3be1d\" 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 []\">\u00davodn\u00e9 vyhodnotenie potvrdilo, \u017ee nasaden\u00e9 rie\u0161enie prinieslo merate\u013en\u00fd dopad nielen na prev\u00e1dzkov\u00fa efektivitu, ale aj na kvalitu d\u00e1t a r\u00fdchlos\u0165 uv\u00e1dzania produktov na trh. Kombin\u00e1cia AI a serverless pr\u00edstupu sa uk\u00e1zala ako k\u013e\u00fa\u010dov\u00e1 pri zvl\u00e1dan\u00ed vysok\u00e9ho objemu dokumentov, pri\u010dom syst\u00e9m sa prisp\u00f4sobuje re\u00e1lnym potreb\u00e1m a poskytuje spo\u013eahliv\u00e9, \u0161k\u00e1lovate\u013en\u00e9 v\u00fdsledky aj pri rast\u00facej z\u00e1\u0165a\u017ei.<\/p><p><strong>KPI 1 \u2013 R\u00fdchlos\u0165 spracovania<\/strong><\/p><ul data-spread=\"false\"><li><p>Baseline: 15\u201320 min\u00fat\/dokument.<\/p><\/li><li><p>V\u00fdsledok: priemer 1:45 min\/dokument.<\/p><\/li><li><p>Dopad: ~90 % zr\u00fdchlenie; v\u00fdrazn\u00e9 zr\u00fdchlenie nahr\u00e1vania produktov do katal\u00f3gu.<\/p><\/li><\/ul><p><strong>KPI 2 \u2013 Presnos\u0165 d\u00e1t<\/strong><\/p><ul data-spread=\"false\"><li><p>Baseline: 93\u201395 % (manu\u00e1lne).<\/p><\/li><li><p>V\u00fdsledok: 98,6 % po valid\u00e1cii.<\/p><\/li><li><p>Dopad: menej reklam\u00e1ci\u00ed; vy\u0161\u0161ia kvalita full\u2011text vyh\u013ead\u00e1vania.<\/p><\/li><\/ul><p><strong>KPI 3 \u2013 Efektivita n\u00e1kladov<\/strong><\/p><ul data-spread=\"false\"><li><p>V\u00fdsledok: ~40 % \u00faspora n\u00e1kladov na d\u00e1tov\u00fd t\u00edm.<\/p><\/li><li><p>Dopad: ni\u017e\u0161ie OPEX, mo\u017enos\u0165 alokova\u0165 zdroje do rozvoja katal\u00f3gu a UX.<\/p><\/li><\/ul><p><strong>Prev\u00e1dzkov\u00e9 benefity:<\/strong><\/p><ul data-spread=\"false\"><li><p>\u0160k\u00e1lovate\u013en\u00e9 spracovanie tis\u00edcov dokumentov paralelne.<\/p><\/li><li><p>Lep\u0161ia verzion\u00e1cia a audit d\u00e1t (DynamoDB + CloudWatch logs).<\/p><\/li><li><p>Podpora viacjazy\u010dnosti (SK\/EN\/DE) v\u010faka Comprehend + custom NLP.<\/p><\/li><\/ul><p>\u00a0<\/p><p><span style=\"color: #ff0000;\"><em>\u201eAutomatizovan\u00e9 spracovanie dokumentov n\u00e1s zbavilo rutinn\u00fdch \u00faloh a umo\u017enilo t\u00edmu s\u00fastredi\u0165 sa na kvalitu katal\u00f3gu. R\u00fdchlej\u0161ie nahr\u00e1vanie produktov priamo podporilo na\u0161e obchodn\u00e9 ciele.\u201c<\/em>\u00a0<\/span><\/p><p><!--ScriptorEndFragment--><\/p><p><!--ScriptorEndFragment--><\/p><p data-pm-slice=\"1 1 []\"><!--ScriptorEndFragment--><\/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-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-53cca72 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"53cca72\" 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-55cae42\" data-id=\"55cae42\" 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-8646510 elementor-widget elementor-widget-text-editor\" data-id=\"8646510\" 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 []\">Projekt potvrdil, \u017ee <strong>automatiz\u00e1cia zalo\u017een\u00e1 na AI a serverless architekt\u00fare<\/strong> je efekt\u00edvnym sp\u00f4sobom, ako zr\u00fdchli\u0165 a spresni\u0165 spracovanie produktovej dokument\u00e1cie v technicky n\u00e1ro\u010dn\u00fdch segmentoch. Rie\u0161enie umo\u017enilo klientovi <strong>premeni\u0165 \u010dasovo n\u00e1ro\u010dn\u00fd manu\u00e1lny proces na agiln\u00fd a presne merate\u013en\u00fd syst\u00e9m<\/strong>, ktor\u00fd sa dok\u00e1\u017ee \u0161k\u00e1lova\u0165 pod\u013ea potrieb. Overen\u00e1 kombin\u00e1cia AWS slu\u017eieb vytvorila pevn\u00fd z\u00e1klad pre \u010fal\u0161ie roz\u0161irovanie automatiz\u00e1cie a inteligentn\u00e9ho riadenia d\u00e1t naprie\u010d organiz\u00e1ciou.<\/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            <div class=\"eael-contact-form eael-wpforms placeholder-hide eael-wpforms-align-left\">\n                                <div class=\"wpforms-container wpforms-container-full\" id=\"wpforms-7874\"><form id=\"wpforms-form-7874\" class=\"wpforms-validate wpforms-form wpforms-ajax-form\" data-formid=\"7874\" method=\"post\" enctype=\"multipart\/form-data\" action=\"\/de\/wp-json\/wp\/v2\/posts\/10251\" data-token=\"4845011ee90480ead7b7978025cedcc1\" data-token-time=\"1777135559\"><noscript 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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\" data-e-type=\"widget\" data-widget_type=\"elementskit-post-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 ekit-post-list-wrapper \">\n\t\t\t\t\t\t<li class=\"elementor-icon-list-item   \">\n\t\t\t\t<a href=\"https:\/\/aspecta.sk\/en\/digitization-human-resources-data-integration-business-processes-kaufland\/\" >\n\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"736\" height=\"400\" src=\"https:\/\/aspecta.sk\/wp-content\/uploads\/2024\/10\/1-create-employee.jpg\" class=\"attachment-medium_large size-medium_large wp-post-image\" alt=\"1 create employee\" srcset=\"https:\/\/aspecta.sk\/wp-content\/uploads\/2024\/10\/1-create-employee.jpg 736w, https:\/\/aspecta.sk\/wp-content\/uploads\/2024\/10\/1-create-employee-300x163.jpg 300w, https:\/\/aspecta.sk\/wp-content\/uploads\/2024\/10\/1-create-employee-18x10.jpg 18w\" sizes=\"(max-width: 736px) 100vw, 736px\" title=\"Digitaliz\u00e1cia person\u00e1lnych s\u00faborov pre retailov\u00fd podnik \u200b 1\">\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\">Digitaliz\u00e1cia person\u00e1lnych s\u00faborov pre retailov\u00fd podnik \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\/en\/navrh-informacneho-systemu-pre-sazp\/\" >\n\t\t\t\t\t<img 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 2\">\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\">N\u00e1vrh informa\u010dn\u00e9ho syst\u00e9mu pre SA\u017dP \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\/en\/digitization-of-work-instructions-in-maintenance-tesla\/\" >\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"480\" src=\"https:\/\/aspecta.sk\/wp-content\/uploads\/2024\/10\/instrukcie.digitalizacis-768x480.jpg\" class=\"attachment-medium_large size-medium_large wp-post-image\" alt=\"instrukcie.digitalizacis\" srcset=\"https:\/\/aspecta.sk\/wp-content\/uploads\/2024\/10\/instrukcie.digitalizacis-768x480.jpg 768w, https:\/\/aspecta.sk\/wp-content\/uploads\/2024\/10\/instrukcie.digitalizacis-300x188.jpg 300w, https:\/\/aspecta.sk\/wp-content\/uploads\/2024\/10\/instrukcie.digitalizacis-1024x641.jpg 1024w, https:\/\/aspecta.sk\/wp-content\/uploads\/2024\/10\/instrukcie.digitalizacis-18x12.jpg 18w, https:\/\/aspecta.sk\/wp-content\/uploads\/2024\/10\/instrukcie.digitalizacis.jpg 1279w\" sizes=\"(max-width: 768px) 100vw, 768px\" title=\"Digitaliz\u00e1cia pracovn\u00fdch in\u0161trukci\u00ed vo v\u00fdrobe pre popredn\u00e9ho inov\u00e1tora v elektromobilite\u200b 3\">\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\">Digitaliz\u00e1cia pracovn\u00fdch in\u0161trukci\u00ed vo v\u00fdrobe pre popredn\u00e9ho inov\u00e1tora v elektromobilite\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\/en\/moderne-digitalne-pracovisko-strategia-trendy\/\" >\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"512\" src=\"https:\/\/aspecta.sk\/wp-content\/uploads\/2022\/10\/digitalne-pracovisko-dex-aspecta-768x512.jpg\" class=\"attachment-medium_large size-medium_large wp-post-image\" alt=\"digitalne pracovisko dex aspecta\" srcset=\"https:\/\/aspecta.sk\/wp-content\/uploads\/2022\/10\/digitalne-pracovisko-dex-aspecta-768x512.jpg 768w, https:\/\/aspecta.sk\/wp-content\/uploads\/2022\/10\/digitalne-pracovisko-dex-aspecta-300x200.jpg 300w, https:\/\/aspecta.sk\/wp-content\/uploads\/2022\/10\/digitalne-pracovisko-dex-aspecta-1024x683.jpg 1024w, https:\/\/aspecta.sk\/wp-content\/uploads\/2022\/10\/digitalne-pracovisko-dex-aspecta-18x12.jpg 18w, https:\/\/aspecta.sk\/wp-content\/uploads\/2022\/10\/digitalne-pracovisko-dex-aspecta.jpg 1200w\" sizes=\"(max-width: 768px) 100vw, 768px\" title=\"Modern\u00e9 digit\u00e1lne pracovisko: strat\u00e9gia, trendy a best practices \u200b 4\">\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\tDigit\u00e1lna transform\u00e1cia\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\">Modern\u00e9 digit\u00e1lne pracovisko: strat\u00e9gia, trendy a best practices \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>Diese Fallstudie beschreibt die Umsetzung von serverlosen AWS-L\u00f6sungen zur automatisierten Verarbeitung von technischen Unterlagen (Datenbl\u00e4tter, Kataloge, Zertifizierung) f\u00fcr den Leiter des slowakischen distributor Kraft des Materials und industrial automation. Die L\u00f6sung erlaubt die dramatische Beschleunigung der Verarbeitung der Produkte an den B2B-Katalog, die Datenqualit\u00e4t verbessern und die Betriebskosten senken.<\/p>","protected":false},"author":1,"featured_media":10253,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[15,35],"tags":[],"class_list":["post-10251","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-studies","category-umela-inteligencia"],"_links":{"self":[{"href":"https:\/\/aspecta.sk\/de\/wp-json\/wp\/v2\/posts\/10251","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aspecta.sk\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aspecta.sk\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aspecta.sk\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aspecta.sk\/de\/wp-json\/wp\/v2\/comments?post=10251"}],"version-history":[{"count":6,"href":"https:\/\/aspecta.sk\/de\/wp-json\/wp\/v2\/posts\/10251\/revisions"}],"predecessor-version":[{"id":10840,"href":"https:\/\/aspecta.sk\/de\/wp-json\/wp\/v2\/posts\/10251\/revisions\/10840"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aspecta.sk\/de\/wp-json\/wp\/v2\/media\/10253"}],"wp:attachment":[{"href":"https:\/\/aspecta.sk\/de\/wp-json\/wp\/v2\/media?parent=10251"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aspecta.sk\/de\/wp-json\/wp\/v2\/categories?post=10251"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aspecta.sk\/de\/wp-json\/wp\/v2\/tags?post=10251"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}