{"id":10260,"date":"2025-06-13T16:55:00","date_gmt":"2025-06-13T14:55:00","guid":{"rendered":"https:\/\/aspecta.sk\/?p=10260"},"modified":"2025-10-23T11:05:06","modified_gmt":"2025-10-23T09:05:06","slug":"automatizacia-klasifikacie-objednavok-ai","status":"publish","type":"post","link":"https:\/\/aspecta.sk\/de\/automatizacia-klasifikacie-objednavok-ai\/","title":{"rendered":"Automatisierung der Klassifikation von Bestellungen mit AI"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"10260\" class=\"elementor elementor-10260\">\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\">Automatiz\u00e1cia klasifik\u00e1cie objedn\u00e1vok pomocou AI<\/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\"><p data-pm-slice=\"1 1 []\">Ved\u00faci v\u00fdrobca flexibiln\u00fdch obalov\u00fdch f\u00f3li\u00ed v strednej Eur\u00f3pe (&#8222;Klient&#8220;) implementoval AI rie\u0161enie na automatick\u00fa klasifik\u00e1ciu objedn\u00e1vok do v\u00fdrobn\u00fdch skup\u00edn v\u00fdrobnej kompatibility. Projekt, realizovan\u00fd v spolupr\u00e1ci s Aspecta, vyu\u017e\u00edva slu\u017eby AWS a priniesol zlep\u0161enie efektivity pl\u00e1novania v\u00fdroby, presnosti a \u0161k\u00e1lovate\u013enosti.<\/p><\/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\t13. j\u00fan 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 []\">Pred n\u00e1stupom automatiz\u00e1cie \u010delili v\u00fdrobcovia rast\u00facej variabilite produktov a \u010doraz n\u00e1ro\u010dnej\u0161iemu pl\u00e1novaniu v\u00fdroby. Ka\u017ed\u00e1 objedn\u00e1vka obsahovala mno\u017estvo parametrov, ktor\u00e9 bolo nutn\u00e9 spr\u00e1vne priradi\u0165, aby sa predi\u0161lo prestojom a zn\u00ed\u017eeniu efektivity. V prostred\u00ed s vysok\u00fdm objemom z\u00e1kaziek sa preto aj men\u0161ie nepresnosti premietali do v\u00fdznamn\u00fdch str\u00e1t \u010dasu a kapac\u00edt.<\/p><ul data-spread=\"false\"><li><p><strong>Rast komplexnosti portf\u00f3lia:<\/strong> stovky produktov definovan\u00fdch kombin\u00e1ciami vrstiev, materi\u00e1lov a typov tla\u010de vy\u017eadovali manu\u00e1lnu klasifik\u00e1ciu.<\/p><\/li><li><p><strong>Z\u00e1vislos\u0165 na odborn\u00edkoch:<\/strong> proces prira\u010fovania objedn\u00e1vok k skupin\u00e1m v\u00fdrobnej kompatibility z\u00e1visel od senior pl\u00e1nova\u010dov.<\/p><\/li><li><p><strong>N\u00edzka \u0161k\u00e1lovate\u013enos\u0165:<\/strong> roz\u0161irovanie sortimentu hrozilo spomalen\u00edm v\u00fdroby a n\u00e1kladmi.<\/p><\/li><li><p><strong>Riziko chybovosti:<\/strong> ru\u010dn\u00e9 prira\u010fovanie viedlo k nekonzistencii a oneskoreniam.<\/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 3 []\">Aspecta navrhla AI klasifik\u00e1tor na AWS (SageMaker, Lambda, Glue, S3, API Gateway). Rie\u0161enie bolo zvolen\u00e9 namiesto tradi\u010dn\u00e9ho pravidlov\u00e9ho syst\u00e9mu alebo on-premise aplik\u00e1cie, preto\u017ee umo\u017e\u0148uje r\u00fdchly tr\u00e9ning modelov, \u0161k\u00e1lovate\u013enos\u0165 a jednoduch\u00fa integr\u00e1ciu do existuj\u00facich procesov klienta. Cloudov\u00e1 architekt\u00fara AWS minimalizuje n\u00e1klady na \u00fadr\u017ebu a umo\u017e\u0148uje kontinu\u00e1lne zlep\u0161ovanie modelu prostredn\u00edctvom sp\u00e4tnov\u00e4zbov\u00e9ho cyklu. Model pou\u017e\u00edva historick\u00e9 d\u00e1ta objedn\u00e1vok, parametre vrstiev, typy tla\u010de a materi\u00e1ly na automatick\u00e9 ur\u010denie spr\u00e1vnej skupiny v\u00fdrobnej kompatibility.<\/p><p><strong>Hlavn\u00e9 s\u00fa\u010dasti rie\u0161enia:<\/strong><\/p><ul data-spread=\"false\"><li><p>D\u00e1tov\u00e1 vrstva: centralizovan\u00e9 \u00falo\u017eisko (S3), ETL pipeline (Glue \/ Lambda).<\/p><\/li><li><p>Modelovanie: SageMaker s XGBoost \/ LightGBM \/ CatBoost, metriky: accuracy, F1, confusion matrix.<\/p><\/li><li><p>Nasadenie: SageMaker Endpoint alebo Lambda + API Gateway pre real-time predikcie.<\/p><\/li><li><p>Integr\u00e1cia: API napojen\u00e9 na ERP\/PLM.<\/p><\/li><li><p>Monitoring: CloudWatch, SageMaker Model Monitor, feedback loop.<\/p><\/li><li><p>Bezpe\u010dnos\u0165: IAM, \u0161ifrovanie, auditn\u00e9 logy.<\/p><\/li><\/ul><\/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-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 []\">Nasadenie rie\u0161enia prinieslo merate\u013en\u00e9 v\u00fdsledky, ktor\u00e9 potvrdzuj\u00fa jeho pr\u00ednos v praxi. Hlavn\u00e9 ukazovatele v\u00fdkonnosti ukazuj\u00fa nielen zlep\u0161enie presnosti a r\u00fdchlosti, ale aj z\u00e1sadn\u00fd posun v efektivite cel\u00e9ho pl\u00e1novacieho procesu.<\/p><ul data-spread=\"false\"><li><p>Presnos\u0165 klasifik\u00e1cie: 96,2 % accuracy (cie\u013e \u2265 95 %).<\/p><\/li><li><p>\u010cas spracovania: z 5\u201310 min\u00fat na ~7 sek\u00fand.<\/p><\/li><li><p>Prev\u00e1dzkov\u00fd dopad: r\u00fdchlej\u0161ie pl\u00e1novanie, menej ch\u00fdb, jednotnej\u0161ie prira\u010fovanie.<\/p><\/li><li><p>\u0160k\u00e1lovate\u013enos\u0165: bez potreby manu\u00e1lnych aktualiz\u00e1ci\u00ed pravidiel.<\/p><\/li><\/ul><p>\u00a0<\/p><p><span style=\"color: #ff0000;\"><em>&#8222;Automatizovan\u00e9 rozhodovanie ur\u00fdchlilo na\u0161e pl\u00e1novanie a zn\u00ed\u017eilo z\u00e1vislos\u0165 na expertnom know-how.&#8220; <br \/><\/em><\/span><span style=\"color: #ff0000;\">\u2014 Ved\u00faci procesu pl\u00e1novania<\/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 <b>spr\u00e1vne navrhnut\u00fd AI model <\/b>dok\u00e1\u017ee z\u00e1sadne zmeni\u0165 sp\u00f4sob, ak\u00fdm <b>v\u00fdroba reaguje na rast\u00facu zlo\u017eitos\u0165 portf\u00f3lia a dopyt po r\u00fdchlych rozhodnutiach<\/b>. V\u010faka kombin\u00e1cii odborn\u00fdch znalost\u00ed, cloudovej infra\u0161trukt\u00fary AWS a prepojeniu s ERP syst\u00e9mami vzniklo rie\u0161enie, ktor\u00e9 je nielen presn\u00e9 a stabiln\u00e9, ale aj udr\u017eate\u013en\u00e9 z h\u013eadiska prev\u00e1dzky.<\/p><p>Zva\u017eujete, ako AI m\u00f4\u017ee zv\u00fd\u0161i\u0165 efektivitu va\u0161ich rozhodovac\u00edch procesov a pl\u00e1novania? Obr\u00e1\u0165te sa na n\u00e1s a z\u00edskajte \u00favodn\u00fa konzult\u00e1ciu zdarma.<\/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\/10260\" data-token=\"70a2cbee0b24e5b2df11662f07e80d61\" data-token-time=\"1780699311\"><noscript class=\"wpforms-error-noscript\">Bitte aktiviere JavaScript in deinem Browser, um dieses Formular fertigzustellen.<\/noscript><div class=\"wpforms-field-container\"><div id=\"wpforms-7874-field_2-container\" class=\"wpforms-field wpforms-field-email\" data-field-id=\"2\"><label class=\"wpforms-field-label\" for=\"wpforms-7874-field_2\">Email <span class=\"wpforms-required-label\">*<\/span><\/label><input type=\"email\" id=\"wpforms-7874-field_2\" class=\"wpforms-field-medium wpforms-field-required\" name=\"wpforms[fields][2]\" spellcheck=\"false\" required><\/div><div id=\"wpforms-7874-field_3-container\" class=\"wpforms-field wpforms-field-payment-checkbox\" data-field-id=\"3\"><label class=\"wpforms-field-label wpforms-label-hide\">Osobn\u00e9 \u00fadaje <span class=\"wpforms-required-label\">*<\/span><\/label><ul id=\"wpforms-7874-field_3\" class=\"wpforms-field-required\"><li class=\"choice-1\"><input type=\"checkbox\" id=\"wpforms-7874-field_3_1\" class=\"wpforms-payment-price\" data-amount=\"10.00\" name=\"wpforms[fields][3][]\" value=\"1\" required ><label class=\"wpforms-field-label-inline\" for=\"wpforms-7874-field_3_1\">S\u00fahlas\u00edm so spracovan\u00edm osobn\u00fdch \u00fadajov.<\/label><\/li><\/ul><\/div><\/div><!-- .wpforms-field-container --><div class=\"wpforms-recaptcha-container wpforms-is-recaptcha wpforms-is-recaptcha-type-v3\" ><input type=\"hidden\" name=\"wpforms[recaptcha]\" value=\"\"><\/div><div class=\"wpforms-submit-container\" ><input type=\"hidden\" name=\"wpforms[id]\" value=\"7874\"><input type=\"hidden\" name=\"page_title\" value=\"\"><input type=\"hidden\" name=\"page_url\" value=\"https:\/\/aspecta.sk\/de\/wp-json\/wp\/v2\/posts\/10260\"><input type=\"hidden\" name=\"url_referer\" value=\"\"><button type=\"submit\" name=\"wpforms[submit]\" id=\"wpforms-submit-7874\" class=\"wpforms-submit\" data-alt-text=\"Odosielam...\" data-submit-text=\"Odosla\u0165\" aria-live=\"assertive\" value=\"wpforms-submit\">Odosla\u0165<\/button><img decoding=\"async\" src=\"https:\/\/aspecta.sk\/wp-content\/plugins\/wpforms-lite\/assets\/images\/submit-spin.svg\" class=\"wpforms-submit-spinner\" style=\"display: none;\" width=\"26\" height=\"26\" alt=\"Wird geladen\" title=\"\"><\/div><\/form><\/div>  <!-- .wpforms-container -->            <\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ada8abc elementor-widget elementor-widget-heading\" data-id=\"3ada8abc\" 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                                                                                            <\/div>\n                <\/li>\n                                            <li class=\"elementor-repeater-item-4018112\" data-social=\"twitter\">\n                    <div class=\"twitter\">\n                        \n                        <i aria-hidden=\"true\" class=\"icon icon-twitter\"><\/i>                        \n                                                                                            <\/div>\n                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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\/digitalizacia-spracovanie-a-vyuzivanie-dat-ludskych-zdrojov-a-ich-zapojenie-do-biznis-procesov-v-spolocnosti-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\/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\/digitalizacia-pracovnych-postupov-v-udrzbe-vyrobnych-zariadeni-a-ich-vyuzivanie-v-prevadzke-a-vzdelavani-v-spolocnosti-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\/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>F\u00fchrende Hersteller von flexible Verpackung Filme in central Europe (\u201eder Kunde\u201c) umgesetzt hat, die KI-L\u00f6sung f\u00fcr die automatische Klassifizierung der Auftr\u00e4ge in die Produktion Gruppe Produktion Kompatibilit\u00e4t. Das Projekt, umgesetzt in Zusammenarbeit mit der Aspecta, nutzt die Dienste von AWS und brachte Sie zu verbessern die Effizienz der Produktion Planung, Genauigkeit und Skalierbarkeit.<\/p>","protected":false},"author":1,"featured_media":10263,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[15,35],"tags":[],"class_list":["post-10260","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\/10260","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=10260"}],"version-history":[{"count":6,"href":"https:\/\/aspecta.sk\/de\/wp-json\/wp\/v2\/posts\/10260\/revisions"}],"predecessor-version":[{"id":10846,"href":"https:\/\/aspecta.sk\/de\/wp-json\/wp\/v2\/posts\/10260\/revisions\/10846"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aspecta.sk\/de\/wp-json\/wp\/v2\/media\/10263"}],"wp:attachment":[{"href":"https:\/\/aspecta.sk\/de\/wp-json\/wp\/v2\/media?parent=10260"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aspecta.sk\/de\/wp-json\/wp\/v2\/categories?post=10260"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aspecta.sk\/de\/wp-json\/wp\/v2\/tags?post=10260"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}