{"id":17861,"date":"2025-10-21T09:15:42","date_gmt":"2025-10-21T07:15:42","guid":{"rendered":"https:\/\/www.slovensko.ai\/?p=17861"},"modified":"2025-10-20T11:11:44","modified_gmt":"2025-10-20T09:11:44","slug":"preco-ai-vyrazne-zvysuje-ocakavania-zakaznikov","status":"publish","type":"post","link":"https:\/\/www.slovensko.ai\/en\/preco-ai-vyrazne-zvysuje-ocakavania-zakaznikov\/","title":{"rendered":"Pre\u010do AI v\u00fdrazne zvy\u0161uje o\u010dak\u00e1vania z\u00e1kazn\u00edkov?"},"content":{"rendered":"<div class='epvc-post-count'><span class='epvc-eye'><\/span>  <span class=\"epvc-count\"> 414<\/span><span class='epvc-label'> Viden\u00ed<\/span><\/div><p data-start=\"182\" data-end=\"519\"><strong data-start=\"182\" data-end=\"233\">AI pos\u00fava z\u00e1kazn\u00edcke o\u010dak\u00e1vania na nov\u00fa \u00farove\u0148.<\/strong> A\u017e 90\u202f% spotrebite\u013eov o\u010dak\u00e1va okam\u017eit\u00fa odpove\u010f, k\u00fdm 82\u202f% tvrd\u00ed, \u017ee im z\u00e1le\u017e\u00ed na <strong data-start=\"314\" data-end=\"344\">autentickej personaliz\u00e1cii<\/strong>. Generat\u00edvna AI umo\u017e\u0148uje \u201ehyperpersonaliz\u00e1ciu\u201c v re\u00e1lnom \u010dase no zatia\u013e najm\u00e4 v textovej forme. Hlasov\u00e9 kan\u00e1ly, ktor\u00e9 st\u00e1le tvoria <strong data-start=\"478\" data-end=\"506\">80\u202f% inbound komunik\u00e1cie<\/strong>, zaost\u00e1vaj\u00fa.<\/p>\n<h2 data-start=\"526\" data-end=\"577\">Pre\u010do je implement\u00e1cia AI do hlasu tak\u00e1 zlo\u017eit\u00e1?<\/h2>\n<p data-start=\"579\" data-end=\"906\"><strong data-start=\"579\" data-end=\"630\">Budovanie <a href=\"https:\/\/firmy.slovensko.ai\/sluzby\/hlasovy-agent\/\">AI voice agenta<\/a> je technicky n\u00e1ro\u010dn\u00e9.<\/strong> Latencia, nejednozna\u010dnos\u0165 re\u010di a prechody medzi AI a \u010dlovekom s\u00fa len niektor\u00e9 z v\u00fdziev. Napr\u00edklad priemern\u00e9 oneskorenie 600 ms medzi ot\u00e1zkou a odpove\u010fou nar\u00fa\u0161a prirodzenos\u0165 konverz\u00e1cie. Ve\u013ea ASR modelov st\u00e1le \u010dak\u00e1 na pauzu namiesto toho, aby \u201epochopili\u201c, \u017ee \u010dlovek dohovoril.<\/p>\n<p data-start=\"908\" data-end=\"940\"><strong data-start=\"908\" data-end=\"940\">Rie\u0161enie v Agentforce Voice:<\/strong><\/p>\n<ul data-start=\"941\" data-end=\"1205\">\n<li data-start=\"941\" data-end=\"1005\">\n<p data-start=\"943\" data-end=\"1005\">Vlastn\u00fd <strong data-start=\"951\" data-end=\"980\">mal\u00fd jazykov\u00fd model (SLM)<\/strong> na r\u00fdchlu klasifik\u00e1ciu<\/p>\n<\/li>\n<li data-start=\"1006\" data-end=\"1065\">\n<p data-start=\"1008\" data-end=\"1065\">Paraleln\u00fd pr\u00edstup k d\u00e1tam e\u0161te po\u010das spracovania ot\u00e1zky<\/p>\n<\/li>\n<li data-start=\"1066\" data-end=\"1137\">\n<p data-start=\"1068\" data-end=\"1137\"><strong data-start=\"1068\" data-end=\"1083\">TTS caching<\/strong>: ukladanie generovan\u00fdch viet pre opakovan\u00e9 pou\u017eitie<\/p>\n<\/li>\n<li data-start=\"1138\" data-end=\"1205\">\n<p data-start=\"1140\" data-end=\"1205\"><strong data-start=\"1140\" data-end=\"1156\">Filler zvuky<\/strong> ako \u201ehmm\u201c pre vyplnenie pr\u00edpadn\u00e9ho oneskorenia<\/p>\n<\/li>\n<\/ul>\n<h2 data-start=\"1212\" data-end=\"1263\">Ak\u00fa rolu hr\u00e1 architekt\u00fara pri <a href=\"https:\/\/firmy.slovensko.ai\/sluzby\/hlasovy-agent\/\">AI hlasov\u00fdch agentoch<\/a>?<\/h2>\n<p data-start=\"1265\" data-end=\"1563\"><strong data-start=\"1265\" data-end=\"1300\">Kvalitn\u00e1 integr\u00e1cia je k\u013e\u00fa\u010dov\u00e1.<\/strong> Oddelen\u00e9 voice AI agenty (tzv. point solutions) zlyh\u00e1vaj\u00fa, ak nevedia spracova\u0165 kontext z predch\u00e1dzaj\u00facich hovorov alebo ho odovzda\u0165 \u017eiv\u00e9mu oper\u00e1torovi. Probl\u00e9mom s\u00fa aj z\u00e1kladn\u00e9 funkcie ako <strong data-start=\"1491\" data-end=\"1514\">overenie toto\u017enosti<\/strong>, anal\u00fdza sentimentu alebo eskal\u00e1cia po\u017eiadaviek.<\/p>\n<p data-start=\"1565\" data-end=\"1599\"><strong data-start=\"1565\" data-end=\"1599\">Ako to rie\u0161i Agentforce Voice:<\/strong><\/p>\n<ul data-start=\"1600\" data-end=\"1848\">\n<li data-start=\"1600\" data-end=\"1676\">\n<p data-start=\"1602\" data-end=\"1676\">Nativn\u00e1 integr\u00e1cia so Salesforce Voice a telekom platformami (PSTN, SIP)<\/p>\n<\/li>\n<li data-start=\"1677\" data-end=\"1747\">\n<p data-start=\"1679\" data-end=\"1747\">Zachovanie <strong data-start=\"1690\" data-end=\"1714\">kontextu konverz\u00e1cie<\/strong> aj pri prepojen\u00ed z IVR syst\u00e9mu<\/p>\n<\/li>\n<li data-start=\"1748\" data-end=\"1800\">\n<p data-start=\"1750\" data-end=\"1800\"><strong data-start=\"1750\" data-end=\"1765\">Live prepis<\/strong> v re\u00e1lnom \u010dase v Service Console<\/p>\n<\/li>\n<li data-start=\"1801\" data-end=\"1848\">\n<p data-start=\"1803\" data-end=\"1848\">Automatick\u00e1 eskal\u00e1cia pod\u013ea typu po\u017eiadavky<\/p>\n<\/li>\n<\/ul>\n<h2 data-start=\"1855\" data-end=\"1904\">Ako WebSockety menia hru pri AI call centr\u00e1ch?<\/h2>\n<p data-start=\"1906\" data-end=\"2115\"><strong data-start=\"1906\" data-end=\"1946\">Perzistentn\u00e9 spojenie cez WebSockety<\/strong> umo\u017e\u0148uje agentom po\u010d\u00fava\u0165 a reagova\u0165 okam\u017eite. Na rozdiel od textov\u00fdch HTTP agentov, ktor\u00ed \u010dakaj\u00fa na \u201eodpove\u010f a odozvu\u201c, WebSocket umo\u017e\u0148uje plynul\u00fa v\u00fdmenu d\u00e1t a reakci\u00ed.<\/p>\n<p data-start=\"2117\" data-end=\"2153\"><strong data-start=\"2117\" data-end=\"2153\">V\u00fdhody WebSocketov v Agentforce:<\/strong><\/p>\n<ul data-start=\"2154\" data-end=\"2302\">\n<li data-start=\"2154\" data-end=\"2204\">\n<p data-start=\"2156\" data-end=\"2204\">Dynamick\u00e9 preru\u0161enie odpovede pri novej ot\u00e1zke<\/p>\n<\/li>\n<li data-start=\"2205\" data-end=\"2253\">\n<p data-start=\"2207\" data-end=\"2253\">Paraleln\u00e9 spracovanie viacer\u00fdch ot\u00e1zok naraz<\/p>\n<\/li>\n<li data-start=\"2254\" data-end=\"2302\">\n<p data-start=\"2256\" data-end=\"2302\">Plynul\u00e9 prepojenie na Atlas Reasoning Engine<\/p>\n<\/li>\n<\/ul>\n<h2 data-start=\"2309\" data-end=\"2367\">Ako AI zvl\u00e1da preru\u0161enia, \u201eehm\u201c a viacero ot\u00e1zok naraz?<\/h2>\n<p data-start=\"2369\" data-end=\"2563\"><strong data-start=\"2369\" data-end=\"2396\">Be\u017en\u00e1 re\u010d je chaotick\u00e1.<\/strong> \u013dudia \u010dasto preru\u0161uj\u00fa agenta, klad\u00fa viacero ot\u00e1zok naraz alebo pou\u017e\u00edvaj\u00fa v\u00fdpl\u0148ov\u00e9 slov\u00e1. AI mus\u00ed rozpozna\u0165, \u010di ide o <strong data-start=\"2514\" data-end=\"2562\">skuto\u010dn\u00e9 preru\u0161enie alebo len s\u00fahlasn\u00e9 \u201e\u00e1no\u201c<\/strong>.<\/p>\n<p data-start=\"2565\" data-end=\"2588\"><strong data-start=\"2565\" data-end=\"2588\">Agentforce zav\u00e1dza:<\/strong><\/p>\n<ul data-start=\"2589\" data-end=\"2918\">\n<li data-start=\"2589\" data-end=\"2658\">\n<p data-start=\"2591\" data-end=\"2658\"><strong data-start=\"2591\" data-end=\"2611\">LLM ako rozhodcu<\/strong>, ktor\u00fd ur\u010duje, \u010di m\u00e1 agent presta\u0165 rozpr\u00e1va\u0165<\/p>\n<\/li>\n<li data-start=\"2659\" data-end=\"2718\">\n<p data-start=\"2661\" data-end=\"2718\"><strong data-start=\"2661\" data-end=\"2685\">Short-circuit pr\u00edkaz<\/strong> pre okam\u017eit\u00e9 ukon\u010denie v\u00fdstupu<\/p>\n<\/li>\n<li data-start=\"2719\" data-end=\"2776\">\n<p data-start=\"2721\" data-end=\"2776\"><strong data-start=\"2721\" data-end=\"2733\">Subtasky<\/strong> pre spracovanie viacer\u00fdch ot\u00e1zok s\u00fa\u010dasne<\/p>\n<\/li>\n<li data-start=\"2777\" data-end=\"2848\">\n<p data-start=\"2779\" data-end=\"2848\"><strong data-start=\"2779\" data-end=\"2817\">Funkcia sp\u00e4tn\u00e9ho potvrdenia \u00fadajov<\/strong> (napr. mena, e-mailu, \u010d\u00edsel)<\/p>\n<\/li>\n<li data-start=\"2849\" data-end=\"2918\">\n<p data-start=\"2851\" data-end=\"2918\"><strong data-start=\"2851\" data-end=\"2882\">Vlastn\u00fd slovn\u00edk v\u00fdslovnosti<\/strong> pre \u0161pecifick\u00e9 pojmy alebo zna\u010dky<\/p>\n<\/li>\n<\/ul>\n<h2 data-start=\"2925\" data-end=\"2973\">Porovnanie tradi\u010dn\u00e9ho IVR vs. AI Voice agenta<\/h2>\n<div class=\"_tableContainer_1rjym_1\">\n<div class=\"group _tableWrapper_1rjym_13 flex w-fit flex-col-reverse\" tabindex=\"-1\">\n<table class=\"w-fit min-w-(--thread-content-width)\" data-start=\"2975\" data-end=\"3616\">\n<thead data-start=\"2975\" data-end=\"3054\">\n<tr data-start=\"2975\" data-end=\"3054\">\n<th data-start=\"2975\" data-end=\"3008\" data-col-size=\"sm\">Funkcia<\/th>\n<th data-start=\"3008\" data-end=\"3023\" data-col-size=\"sm\">Tradi\u010dn\u00e9 IVR<\/th>\n<th data-start=\"3023\" data-end=\"3054\" data-col-size=\"sm\">AI Voice agent (Agentforce)<\/th>\n<\/tr>\n<\/thead>\n<tbody data-start=\"3135\" data-end=\"3616\">\n<tr data-start=\"3135\" data-end=\"3213\">\n<td data-start=\"3135\" data-end=\"3167\" data-col-size=\"sm\">R\u00fdchlos\u0165 odpovede<\/td>\n<td data-start=\"3167\" data-end=\"3182\" data-col-size=\"sm\">1\u20132 sekundy<\/td>\n<td data-start=\"3182\" data-end=\"3213\" data-col-size=\"sm\">do 500 ms<\/td>\n<\/tr>\n<tr data-start=\"3214\" data-end=\"3294\">\n<td data-start=\"3214\" data-end=\"3246\" data-col-size=\"sm\">Pracuje s kontextom<\/td>\n<td data-start=\"3246\" data-end=\"3262\" data-col-size=\"sm\">Nie<\/td>\n<td data-start=\"3262\" data-end=\"3294\" data-col-size=\"sm\">\u00c1no<\/td>\n<\/tr>\n<tr data-start=\"3295\" data-end=\"3374\">\n<td data-start=\"3295\" data-end=\"3327\" data-col-size=\"sm\">Eskal\u00e1cia k \u013eu\u010fom<\/td>\n<td data-start=\"3327\" data-end=\"3343\" data-col-size=\"sm\">Manu\u00e1lna<\/td>\n<td data-start=\"3343\" data-end=\"3374\" data-col-size=\"sm\">Automatizovan\u00e1<\/td>\n<\/tr>\n<tr data-start=\"3375\" data-end=\"3455\">\n<td data-start=\"3375\" data-end=\"3407\" data-col-size=\"sm\">Detekcia preru\u0161enia<\/td>\n<td data-start=\"3407\" data-end=\"3423\" data-col-size=\"sm\">Nie<\/td>\n<td data-start=\"3423\" data-end=\"3455\" data-col-size=\"sm\">\u00c1no<\/td>\n<\/tr>\n<tr data-start=\"3456\" data-end=\"3535\">\n<td data-start=\"3456\" data-end=\"3488\" data-col-size=\"sm\">Emocion\u00e1lny t\u00f3n<\/td>\n<td data-start=\"3488\" data-end=\"3504\" data-col-size=\"sm\">Fixn\u00fd<\/td>\n<td data-start=\"3504\" data-end=\"3535\" data-col-size=\"sm\">Prisp\u00f4sobite\u013en\u00fd<\/td>\n<\/tr>\n<tr data-start=\"3536\" data-end=\"3616\">\n<td data-start=\"3536\" data-end=\"3568\" data-col-size=\"sm\">Text-to-speech (TTS) caching<\/td>\n<td data-start=\"3568\" data-end=\"3584\" data-col-size=\"sm\">Nie<\/td>\n<td data-start=\"3584\" data-end=\"3616\" data-col-size=\"sm\">\u00c1no<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<h2 data-start=\"3623\" data-end=\"3671\">Z\u00e1ver: AI pre hlas je pripraven\u00e9 na revol\u00faciu<\/h2>\n<p data-start=\"3673\" data-end=\"4008\"><strong data-start=\"3673\" data-end=\"3840\">Agentforce Voice ukazuje, \u017ee AI v hlasovej forme dok\u00e1\u017ee pon\u00faknu\u0165 rovnak\u00fa personaliz\u00e1ciu a kvalitu ako textov\u00e9 agenty len je potrebn\u00e9 zvoli\u0165 spr\u00e1vnu architekt\u00faru.<\/strong> V\u010faka n\u00edzkej latencii, kontextovej integr\u00e1cii a schopnosti pracova\u0165 s chaotick\u00fdm prejavom z\u00e1kazn\u00edkov sa hlasov\u00fd kan\u00e1l m\u00f4\u017ee sta\u0165 oporou modernej z\u00e1kazn\u00edckej sk\u00fasenosti.<\/p>","protected":false},"excerpt":{"rendered":"<p>414 Viden\u00edAI pos\u00fava z\u00e1kazn\u00edcke o\u010dak\u00e1vania na nov\u00fa \u00farove\u0148. A\u017e 90\u202f% spotrebite\u013eov o\u010dak\u00e1va okam\u017eit\u00fa odpove\u010f, k\u00fdm 82\u202f% tvrd\u00ed, \u017ee im z\u00e1le\u017e\u00ed na autentickej personaliz\u00e1cii. Generat\u00edvna AI umo\u017e\u0148uje \u201ehyperpersonaliz\u00e1ciu\u201c v re\u00e1lnom \u010dase no zatia\u013e najm\u00e4 v textovej forme. Hlasov\u00e9 kan\u00e1ly, ktor\u00e9 st\u00e1le tvoria 80\u202f% inbound komunik\u00e1cie, zaost\u00e1vaj\u00fa. Pre\u010do je implement\u00e1cia AI do hlasu tak\u00e1 zlo\u017eit\u00e1? Budovanie AI [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":17862,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[51],"tags":[664,377,678,79,53],"class_list":["post-17861","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-ai-hlasovy-asistent","tag-ai-novinky","tag-ai-voice-agent","tag-slovensko-ai","tag-umela-inteligencia"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/posts\/17861"}],"collection":[{"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/comments?post=17861"}],"version-history":[{"count":1,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/posts\/17861\/revisions"}],"predecessor-version":[{"id":17863,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/posts\/17861\/revisions\/17863"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/media\/17862"}],"wp:attachment":[{"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/media?parent=17861"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/categories?post=17861"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/tags?post=17861"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}