{"id":64955,"date":"2023-08-28T18:11:18","date_gmt":"2023-08-28T18:11:18","guid":{"rendered":"https:\/\/www.zaptest.com\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania"},"modified":"2023-08-28T18:11:18","modified_gmt":"2023-08-28T18:11:18","slug":"inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania","status":"publish","type":"post","link":"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania","title":{"rendered":"Inteligentn\u00e1 automatiz\u00e1cia procesov vs. RPA &#8211; rozdiely, spolo\u010dn\u00e9 \u010drty, n\u00e1stroje a prieniky\/prekr\u00fdvania"},"content":{"rendered":"<p>Vo vynikaj\u00facom \u010dl\u00e1nku <a href=\"https:\/\/arxiv.org\/pdf\/2007.13257.pdf\">Od robotickej automatiz\u00e1cie procesov k inteligentnej automatiz\u00e1cii procesov<\/a> (Chakraborti, 2020) sa autor zam\u00fd\u0161\u013ea nad t\u00fdm, ako robotick\u00e1 automatiz\u00e1cia procesov (RPA) za posledn\u00e9 desa\u0165ro\u010die fascinuj\u00facim sp\u00f4sobom posunula efektivitu podnikov\u00fdch procesov. Nazna\u010duje v\u0161ak, \u017ee v s\u00fa\u010dasnosti sa v r\u00e1mci tohto technologick\u00e9ho trendu nach\u00e1dzame v &#8222;zlomovom bode&#8220;, pri\u010dom inteligentn\u00e1 automatiz\u00e1cia je logick\u00fdm pokra\u010dovan\u00edm RPA.<\/p>\n<p>Chakraborti uv\u00e1dza nov\u00fa paradigmu inteligentnej automatiz\u00e1cie procesov, ktor\u00e1 sp\u00e1ja automatiz\u00e1ciu obchodn\u00fdch procesov so strojov\u00fdm u\u010den\u00edm (ML), umelou inteligenciou (AI) a \u00fadajmi o z\u00e1kazn\u00edkoch.<\/p>\n<p>RPA je \u010fal\u0161ou d\u00f4le\u017eitou s\u00fa\u010das\u0165ou inteligentnej automatiz\u00e1cie. Tieto dva pojmy s\u00fa nato\u013eko prepojen\u00e9, \u017ee existuje pomerne ve\u013ek\u00fd zm\u00e4tok v tom, kde za\u010d\u00edna inteligentn\u00e1 automatiz\u00e1cia procesov a kde kon\u010d\u00ed robotick\u00e1 automatiz\u00e1cia procesov.<\/p>\n<p>Tento \u010dl\u00e1nok sa bude zaobera\u0165 rozdielmi a spolo\u010dn\u00fdmi \u010drtami oboch discipl\u00edn a uk\u00e1\u017ee, kde sa prel\u00ednaj\u00fa a prekr\u00fdvaj\u00fa. Podel\u00edme sa aj o niektor\u00e9 pr\u00edklady inteligentnej automatiz\u00e1cie spolu s pr\u00edpadmi pou\u017eitia v priemysle.<\/p>\n<p>&nbsp;<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #b90000;color:#b90000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #b90000;color:#b90000\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#Co_je_roboticka_automatizacia_procesov\" >\u010co je robotick\u00e1 automatiz\u00e1cia procesov?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#Co_je_inteligentna_automatizacia_procesov_IPA\" >\u010co je inteligentn\u00e1 automatiz\u00e1cia procesov (IPA)?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#1_Roboticka_automatizacia_procesov_RPA\" >1. Robotick\u00e1 automatiz\u00e1cia procesov (RPA):<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#2_Strojove_ucenie_a_pokrocila_analytika\" >2. Strojov\u00e9 u\u010denie a pokro\u010dil\u00e1 analytika:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#3_Generatory_prirodzeneho_jazyka_NLG\" >3. Gener\u00e1tory prirodzen\u00e9ho jazyka (NLG)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#4_Inteligentne_pracovne_postupy\" >4. Inteligentn\u00e9 pracovn\u00e9 postupy:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#5_Kognitivne_latky\" >5. Kognit\u00edvne l\u00e1tky:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#Podobnosti_medzi_RPA_a_IPA\" >Podobnosti medzi RPA a IPA<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#1_Oba_su_automatizacne_nastroje\" >1. Oba s\u00fa automatiza\u010dn\u00e9 n\u00e1stroje<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#2_RPA_je_ustrednou_sucastou_IPA\" >2. RPA je \u00fastrednou s\u00fa\u010das\u0165ou IPA<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#3_RPA_a_IPA_maju_podobne_vyhody\" >3. RPA a IPA maj\u00fa podobn\u00e9 v\u00fdhody<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#Rozdiely_medzi_RPA_a_IPA\" >Rozdiely medzi RPA a IPA<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#1_Skalovatelnost\" >#1. \u0160k\u00e1lovate\u013enos\u0165<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#2_Ucenie_a_adaptacia_v_realnom_case\" >#2. U\u010denie a adapt\u00e1cia v re\u00e1lnom \u010dase<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#3_Spravodajstvo\" >#3. Spravodajstvo<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#4_Spracovanie_nestrukturovanych_udajov\" >#4. Spracovanie ne\u0161trukt\u00farovan\u00fdch \u00fadajov<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#5_RPA_je_nakladovo_efektivnejsia\" >#5. RPA je n\u00e1kladovo efekt\u00edvnej\u0161ia<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#6_RPA_sa_implementuje_rychlejsie\" >#6. RPA sa implementuje r\u00fdchlej\u0161ie<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#7_Nastroje_IPA_maju_strmsiu_krivku_ucenia\" >#7. N\u00e1stroje IPA maj\u00fa strm\u0161iu krivku u\u010denia<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#Priklady_inteligentnej_automatizacie_procesov_a_pripady_pouzitia_v_priemysle\" >Pr\u00edklady inteligentnej automatiz\u00e1cie procesov a pr\u00edpady pou\u017eitia v priemysle<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#1_Sluzby_zakaznikom\" >1. Slu\u017eby z\u00e1kazn\u00edkom<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#2_Zdravotna_starostlivost\" >2. Zdravotn\u00e1 starostlivos\u0165<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#3_Financie\" >3. Financie<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#4_Vyroba\" >4. V\u00fdroba<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#Su_inteligentna_automatizacia_procesov_a_hyperautomatizacia_to_iste\" >S\u00fa inteligentn\u00e1 automatiz\u00e1cia procesov a hyperautomatiz\u00e1cia to ist\u00e9?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#Kde_sa_IPA_a_RPA_pretinaju_a_zblizuju\" >Kde sa IPA a RPA pret\u00ednaj\u00fa a zbli\u017euj\u00fa<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#1_IPA_ako_riesenie_obmedzeni_RPA\" >#1. IPA ako rie\u0161enie obmedzen\u00ed RPA<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#1_Praca_s_nestrukturovanymi_udajmi\" >1. Pr\u00e1ca s ne\u0161trukt\u00farovan\u00fdmi \u00fadajmi<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#2_Otvorenie_dveri_k_rozhodovaniu_vyssieho_radu\" >2. Otvorenie dver\u00ed k rozhodovaniu vy\u0161\u0161ieho r\u00e1du<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#2_Ako_odrazovy_mostik_k_implementacii_IPA_alebo_hyperautomatizacie\" >#2. Ako odrazov\u00fd most\u00edk k implement\u00e1cii IPA alebo hyperautomatiz\u00e1cie<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#3_Prediktivna_analyza_a_rozhodovanie\" >#3. Predikt\u00edvna anal\u00fdza a rozhodovanie<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#Pat_inteligentnych_automatizacnych_nastrojov\" >P\u00e4\u0165 inteligentn\u00fdch automatiza\u010dn\u00fdch n\u00e1strojov<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#1_ZAPTEST\" >#1. ZAPTEST<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#2_IBM_Cloud_Pak_pre_automatizaciu_podnikania\" >#2. IBM Cloud Pak pre automatiz\u00e1ciu podnikania<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-35\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#3_Platforma_pre_automatizaciu_podnikania_UiPath\" >#3. Platforma pre automatiz\u00e1ciu podnikania UiPath<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-36\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#4_SS_C_Blue_Prism_Cloud\" >#4. SS&amp;C Blue Prism Cloud<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-37\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#5_Microsoft_Power_Automate\" >#5. Microsoft Power Automate<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-38\" href=\"https:\/\/www.zaptest.com\/sk\/inteligentna-automatizacia-procesov-vs-rpa-rozdiely-spolocne-crty-nastroje-a-prieniky-prekryvania\/#Zaverecne_myslienky\" >Z\u00e1vere\u010dn\u00e9 my\u0161lienky<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Co_je_roboticka_automatizacia_procesov\"><\/span><strong>\u010co je robotick\u00e1 automatiz\u00e1cia procesov?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/www.zaptest.com\/rpa\">Robotick\u00e1 automatiz\u00e1cia procesov (RPA <\/a>) ozna\u010duje s\u00fabor technol\u00f3gi\u00ed, ktor\u00e9 umo\u017e\u0148uj\u00fa dosiahnu\u0165 r\u00f4zne ciele automatiz\u00e1cie podnikov\u00fdch procesov (BPA). Podnikov\u00fd proces m\u00f4\u017eeme definova\u0165 ako s\u00fabor \u00faloh, ktor\u00e9 zabezpe\u010duj\u00fa ciele organiz\u00e1cie. Obchodn\u00fdm procesom m\u00f4\u017ee by\u0165 napr\u00edklad tak\u00e1 jednoduch\u00e1 vec, ako je kontrola \u00faverovej bonity pri \u017eiadosti o \u00faver.<\/p>\n<p>Kroky potrebn\u00e9 na overenie \u00faverovej bonity zah\u0155\u0148aj\u00fa z\u00edskanie mena klienta z intern\u00fdch dokumentov, zaslanie \u017eiadosti \u00faverovej agent\u00fare a n\u00e1sledn\u00e9 vlo\u017eenie v\u00fdsledku sp\u00e4\u0165 do intern\u00fdch syst\u00e9mov. V tradi\u010dn\u00fdch obchodn\u00fdch prostrediach sa tieto \u00falohy vykon\u00e1vaj\u00fa manu\u00e1lne. Automatiz\u00e1cia podnikov\u00fdch procesov v\u0161ak vyu\u017e\u00edva na vykon\u00e1vanie t\u00fdchto \u00faloh roboty, preto sa pou\u017e\u00edva term\u00edn robotick\u00e1 automatiz\u00e1cia procesov.<\/p>\n<p>\u00dalohy RPA musia by\u0165 zalo\u017een\u00e9 na pravidl\u00e1ch a predv\u00eddate\u013en\u00e9. Potrebuj\u00fa jasne definovan\u00e9 sp\u00fa\u0161\u0165a\u010de, vstupy a v\u00fdstupy. Spracovanie v\u00fdnimiek je preto nie\u010do, \u010do ich m\u00f4\u017ee vyvies\u0165 z miery. Anom\u00e1lie alebo v\u00fdnimo\u010dn\u00e9 okolnosti &#8211; alebo \u010doko\u013evek, \u010do si vy\u017eaduje myslenie za pochodu &#8211; nie s\u00fa \u00falohy, ktor\u00e9 RPA zvl\u00e1dne. Samozrejme, to neznamen\u00e1, \u017ee spracovanie v\u00fdnimiek je vo v\u00fdvoji RPA cudz\u00edm pojmom.<\/p>\n<p>Existuje mnoho scen\u00e1rov, ke\u010f bot nem\u00f4\u017ee dokon\u010di\u0165 \u00falohu z d\u00f4vodu probl\u00e9mu s bezpe\u010dnostn\u00fdm povolen\u00edm alebo ne\u00fapln\u00fdch \u00fadajov. V\u00fdvoj\u00e1ri m\u00f4\u017eu tieto v\u00fdnimky ob\u00eds\u0165. Predstavte si napr\u00edklad scen\u00e1r, v ktorom vytvor\u00edte proces RPA na prenos \u00fadajov o fakt\u00farach do datab\u00e1zy, ale datab\u00e1za je nefunk\u010dn\u00e1. Robotovi m\u00f4\u017eete prik\u00e1za\u0165, aby sa v ur\u010dit\u00fdch intervaloch pok\u00fa\u0161al o pripojenie, k\u00fdm sa nespoj\u00ed s datab\u00e1zou. Po dosiahnut\u00ed maxim\u00e1lneho po\u010dtu pokusov v\u0161ak vyhod\u00ed obchodn\u00fa v\u00fdnimku, aby mohol situ\u00e1ciu napravi\u0165 manu\u00e1lny pracovn\u00edk.<\/p>\n<p>To, \u010do sme op\u00edsali vy\u0161\u0161ie, je jednoduch\u00fd scen\u00e1r. Mo\u017eno v\u0161ak budete musie\u0165 presk\u00fama\u0165 inteligentn\u00fa automatiz\u00e1ciu procesov, aby ste vytvorili odolnej\u0161ie a robustnej\u0161ie procesy, ktor\u00e9 sa samostatne vysporiadaj\u00fa s v\u00fdnimkami.<\/p>\n<p>Ak sa chcete tejto t\u00e9me venova\u0165 hlb\u0161ie, pre\u010d\u00edtajte si n\u00e1\u0161ho <a href=\"https:\/\/www.zaptest.com\/sk\/kompletny-sprievodca-robotickou-automatizaciou-procesov-rpa\">kompletn\u00e9ho sprievodcu robotickou automatiz\u00e1ciou procesov (RPA<\/a>).<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Co_je_inteligentna_automatizacia_procesov_IPA\"><\/span><strong>\u010co je inteligentn\u00e1 automatiz\u00e1cia procesov (IPA)?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"6f8298\" data-has-transparency=\"false\" style=\"--dominant-color: #6f8298;\" decoding=\"async\" class=\"aligncenter size-large wp-image-64697 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-1024x576.webp\" alt=\"\u010co je softv\u00e9r RPA? (softv\u00e9r na automatiz\u00e1ciu robotick\u00fdch procesov)\" width=\"1024\" height=\"576\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-1024x576.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-300x169.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-768x432.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-1536x864.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-1080x608.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-1280x720.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-980x551.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-480x270.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-jpeg.webp 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>Inteligentn\u00e1 automatiz\u00e1cia procesov predstavuje kombin\u00e1ciu technol\u00f3gi\u00ed, ktor\u00e9 pom\u00e1haj\u00fa podnikom automatizova\u0165 existuj\u00face pracovn\u00e9 postupy a procesy. Spolo\u010dnos\u0165 McKinsey u\u017e v roku 2017 upozornila na v\u00fdhody inteligentnej automatiz\u00e1cie. Konzulta\u010dn\u00e1 spolo\u010dnos\u0165 vydala rozsiahly dokument s n\u00e1zvom <a href=\"https:\/\/www.mckinsey.com\/~\/media\/McKinsey\/Business%20Functions\/McKinsey%20Digital\/Our%20Insights\/Intelligent%20process%20automation%20The%20engine%20at%20the%20core%20of%20the%20next%20generation%20operating%20model\/Intelligent-process-automation.pdf\">Intelligent process automation<\/a>: V tomto <a href=\"https:\/\/www.mckinsey.com\/~\/media\/McKinsey\/Business%20Functions\/McKinsey%20Digital\/Our%20Insights\/Intelligent%20process%20automation%20The%20engine%20at%20the%20core%20of%20the%20next%20generation%20operating%20model\/Intelligent-process-automation.pdf\">dokumente<\/a> sa uv\u00e1dza p\u00e4\u0165 z\u00e1kladn\u00fdch technol\u00f3gi\u00ed, ktor\u00e9 spolo\u010dne umo\u017e\u0148uj\u00fa inteligentn\u00fa automatiz\u00e1ciu.<\/p>\n<p>&nbsp;<\/p>\n<p>S\u00fa to:<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Roboticka_automatizacia_procesov_RPA\"><\/span><strong>1. Robotick\u00e1 automatiz\u00e1cia procesov (RPA):  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>S\u00fabor n\u00e1strojov, ktor\u00e9 vykon\u00e1vaj\u00fa predv\u00eddate\u013en\u00e9, opakuj\u00face sa a presne definovan\u00e9 \u00falohy, ktor\u00e9 boli tradi\u010dne dom\u00e9nou \u013eudsk\u00fdch pracovn\u00edkov<\/p>\n<h3><\/h3>\n<h3><span class=\"ez-toc-section\" id=\"2_Strojove_ucenie_a_pokrocila_analytika\"><\/span><strong>2. Strojov\u00e9 u\u010denie a pokro\u010dil\u00e1 analytika:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Pokro\u010dil\u00e9 algoritmy, ktor\u00e9 s\u00fa vy\u0161kolen\u00e9 na vyh\u013ead\u00e1vanie vzorov v rozsiahlych s\u00faboroch historick\u00fdch \u00fadajov, aby mohli poskytova\u0165 poznatky a predpovede s r\u00fdchlos\u0165ou a presnos\u0165ou, ktor\u00e9 s\u00fa pre \u013eudsk\u00fdch v\u00fdskumn\u00edkov nemo\u017en\u00e9.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Generatory_prirodzeneho_jazyka_NLG\"><\/span><strong>3. Gener\u00e1tory prirodzen\u00e9ho jazyka (NLG)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Ako dokazuje \u00faspech n\u00e1strojov ako ChatGPT a Pi, gener\u00e1tory prirodzen\u00e9ho jazyka m\u00f4\u017eu vytv\u00e1ra\u0165 text a in\u00e9 kreat\u00edvne prvky na u\u013eah\u010denie komunik\u00e1cie medzi \u013eu\u010fmi a technol\u00f3giami.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Inteligentne_pracovne_postupy\"><\/span><strong>4. Inteligentn\u00e9 pracovn\u00e9 postupy:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Softv\u00e9r na riadenie obchodn\u00fdch procesov, ktor\u00fd riadi pracovn\u00fd tok medzi \u013eu\u010fmi a strojmi a zabezpe\u010duje plynul\u00e9 doru\u010dovanie, sledovanie a vykazovanie.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Kognitivne_latky\"><\/span><strong>5. Kognit\u00edvne l\u00e1tky:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Inteligentn\u00e9 chatboty, ktor\u00e9 vyu\u017e\u00edvaj\u00fa kombin\u00e1ciu ML a NLP na poskytovanie automatizovan\u00fdch z\u00e1stupcov slu\u017eieb z\u00e1kazn\u00edkom, ktor\u00ed zni\u017euj\u00fa z\u00e1\u0165a\u017e obslu\u017en\u00e9ho person\u00e1lu a v niektor\u00fdch pr\u00edpadoch vynikaj\u00fa v predaji a porozumen\u00ed z\u00e1kazn\u00edkom.<\/p>\n<p>Uveden\u00e9 technol\u00f3gie s\u00fa z\u00e1kladn\u00fdmi stavebn\u00fdmi prvkami, ktor\u00e9 tvoria rie\u0161enie IPA. Hoci sa to nazna\u010duje, do zoznamu n\u00e1strojov, ktor\u00e9 tvoria technol\u00f3giu IPA, by sme pridali aj <a href=\"https:\/\/www.zaptest.com\/sk\/pocitacove-videnie-je-buducnostou-automatizacie-testovania-softveru-historia-minulosti-sucasnosti-a-buducnosti\">technol\u00f3giu po\u010d\u00edta\u010dov\u00e9ho videnia (CVT)<\/a>.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Podobnosti_medzi_RPA_a_IPA\"><\/span><strong>Podobnosti medzi RPA a IPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"5d7c94\" data-has-transparency=\"false\" style=\"--dominant-color: #5d7c94;\" decoding=\"async\" class=\"aligncenter size-large wp-image-64176 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--1024x576.webp\" alt=\"10 procesov, aplik\u00e1ci\u00ed a oper\u00e1ci\u00ed, ktor\u00e9 dok\u00e1\u017ee RPA (robotick\u00e1 automatiz\u00e1cia procesov) zvl\u00e1dnu\u0165 a automatizova\u0165!\" width=\"1024\" height=\"576\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--1024x576.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--300x169.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--768x432.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--1536x864.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--1080x608.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--1280x720.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--980x551.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--480x270.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--jpeg.webp 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>Hoci RPA a IPA s\u00fa odli\u0161n\u00e9 technologick\u00e9 kateg\u00f3rie, v zna\u010dnej miere sa prel\u00ednaj\u00fa. Tu s\u00fa niektor\u00e9 podobnosti medzi RPA a IPA.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Oba_su_automatizacne_nastroje\"><\/span><strong>1. Oba s\u00fa automatiza\u010dn\u00e9 n\u00e1stroje<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Najvidite\u013enej\u0161ia s\u00favislos\u0165 medzi RPA a IPA spo\u010d\u00edva v tom, \u017ee oba n\u00e1stroje existuj\u00fa na automatiz\u00e1ciu podnikov\u00fdch procesov. Hoci ka\u017ed\u00e9 rie\u0161enie m\u00e1 vlastn\u00fd pr\u00edstup a na dosiahnutie svojich cie\u013eov vyu\u017e\u00edva r\u00f4zne typy technol\u00f3gi\u00ed, ich podstatou je zvl\u00e1dnu\u0165 \u00falohy, ktor\u00e9 tradi\u010dne vykon\u00e1vaj\u00fa \u013eudia, a n\u00e1js\u0165 sp\u00f4soby, ako ich vykon\u00e1va\u0165 efekt\u00edvnej\u0161ie, \u00faspornej\u0161ie a presnej\u0161ie.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_RPA_je_ustrednou_sucastou_IPA\"><\/span><strong>2. RPA je \u00fastrednou s\u00fa\u010das\u0165ou IPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>\u010eal\u0161ou d\u00f4le\u017eitou podobnos\u0165ou medzi oboma technol\u00f3giami je skuto\u010dnos\u0165, \u017ee RPA je z\u00e1kladnou zlo\u017ekou IPA. K\u013e\u00fa\u010dovou s\u00fa\u010das\u0165ou IPA je strojov\u00e9 u\u010denie a \u010fal\u0161ie technol\u00f3gie, ktor\u00e9 napodob\u0148uj\u00fa \u013eudsk\u00e9 poznanie, ale automatiz\u00e1cia je postaven\u00e1 na z\u00e1kladoch RPA.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_RPA_a_IPA_maju_podobne_vyhody\"><\/span><strong>3. RPA a IPA maj\u00fa podobn\u00e9 v\u00fdhody<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>RPA a IPA maj\u00fa tie\u017e mnoho rovnak\u00fdch obchodn\u00fdch v\u00fdhod. Podnikom napr\u00edklad pom\u00e1haj\u00fa zni\u017eova\u0165 n\u00e1klady, \u0161etri\u0165 \u010das, zvy\u0161ova\u0165 produktivitu, zvy\u0161ova\u0165 spokojnos\u0165 zamestnancov s pr\u00e1cou, sp\u013a\u0148a\u0165 normy, zlep\u0161ova\u0165 slu\u017eby a zni\u017eova\u0165 po\u010det \u013eudsk\u00fdch ch\u00fdb.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Rozdiely_medzi_RPA_a_IPA\"><\/span><strong>Rozdiely medzi RPA a IPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"6e5b4c\" data-has-transparency=\"false\" style=\"--dominant-color: #6e5b4c;\" decoding=\"async\" class=\"aligncenter size-large wp-image-62581 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-1024x683.webp\" alt=\"RPA (robotick\u00e1 automatiz\u00e1cia procesov) - defin\u00edcia, v\u00fdznam, \u010do je iot a \u010fal\u0161ie\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-1024x683.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-300x200.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-768x512.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-1536x1024.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-2048x1365.webp 2048w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-1080x720.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-1280x854.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-980x653.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-480x320.webp 480w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>Hoci RPA a IPA maj\u00fa ve\u013ea spolo\u010dn\u00e9ho, je potrebn\u00e9 pochopi\u0165 niektor\u00e9 odli\u0161nosti.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Skalovatelnost\"><\/span><strong>#1. \u0160k\u00e1lovate\u013enos\u0165<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Zatia\u013e \u010do RPA vynik\u00e1 v automatiz\u00e1cii diskr\u00e9tnych \u00faloh, organiz\u00e1cia komplexn\u00fdch pracovn\u00fdch postupov alebo spracovanie ne\u0161trukt\u00farovan\u00fdch \u00fadajov je be\u017enou v\u00fdzvou. IPA pon\u00faka kombin\u00e1ciu n\u00e1strojov, ktor\u00e9 pom\u00e1haj\u00fa rie\u0161i\u0165 prek\u00e1\u017eky pri \u0161k\u00e1lovan\u00ed, ako s\u00fa ne\u0161trukt\u00farovan\u00e9 \u00fadaje alebo rozhodovanie.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Ucenie_a_adaptacia_v_realnom_case\"><\/span><strong>#2. U\u010denie a adapt\u00e1cia v re\u00e1lnom \u010dase<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>RPA je ide\u00e1lnym rie\u0161en\u00edm pre \u00falohy, ktor\u00e9 maj\u00fa predv\u00eddate\u013en\u00fd, postupn\u00fd priebeh. Pod\u013ea defin\u00edcie sa riadi pokynmi. Na druhej strane sa IPA dok\u00e1\u017ee u\u010di\u0165 a prisp\u00f4sobova\u0165 v re\u00e1lnom \u010dase v\u010faka funkci\u00e1m, ako je ML.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Spravodajstvo\"><\/span><strong>#3. Spravodajstvo<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Inteligenciu je zlo\u017eit\u00e9 definova\u0165. V\u0161etci v\u0161ak ch\u00e1peme, \u017ee \u013eudsk\u00e9 myslenie vyu\u017e\u00edva r\u00f4zne n\u00e1stroje, ako je logika, uva\u017eovanie, u\u010denie, pl\u00e1novanie a rie\u0161enie probl\u00e9mov, aby na z\u00e1klade inform\u00e1ci\u00ed vytvorilo odpovede alebo predpovede.<\/p>\n<p>N\u00e1stroje RPA dok\u00e1\u017eu spracova\u0165 inform\u00e1cie, ale len na z\u00e1klade pr\u00edsneho s\u00faboru pravidiel. V podstate pou\u017e\u00edva logiku if\/then\/else na spracovanie obchodn\u00fdch procesov. RPA v podstate napodob\u0148uje \u013eudsk\u00e9 poznanie, ale len preto, \u017ee m\u00e1 k dispoz\u00edcii mapu.<\/p>\n<p>Na druhej strane inteligentn\u00e1 automatiz\u00e1cia spracov\u00e1va \u00fadaje sp\u00f4sobom, ktor\u00fd sa viac podob\u00e1 \u013eudsk\u00e9mu poznaniu. Ke\u010f\u017ee inteligentn\u00e9 automatiza\u010dn\u00e9 n\u00e1stroje vyu\u017e\u00edvaj\u00fa umel\u00fa inteligenciu, dok\u00e1\u017eu prekro\u010di\u0165 hranice dodr\u017eiavania pokynov a prisp\u00f4sobi\u0165 sa meniacim sa okolnostiam, ne\u0161trukt\u00farovan\u00fdm \u00fadajom a \u010fal\u0161\u00edm v\u00fdnimo\u010dn\u00fdm faktorom, ktor\u00e9 m\u00f4\u017eu n\u00e1strojom RPA sp\u00f4sobi\u0165 probl\u00e9my.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Spracovanie_nestrukturovanych_udajov\"><\/span><strong>#4. Spracovanie ne\u0161trukt\u00farovan\u00fdch \u00fadajov<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>RPA pom\u00e1ha t\u00edmom rie\u0161i\u0165 deterministick\u00e9 \u00falohy. Ako tak\u00fd sa spolieha na predv\u00eddate\u013en\u00e9 vstupy, ako s\u00fa \u0161trukt\u00farovan\u00e9 \u00fadaje. Ke\u010f v\u0161ak pr\u00edde na pr\u00e1cu s ne\u0161trukt\u00farovan\u00fdmi \u00fadajmi alebo ak\u00fdmiko\u013evek inform\u00e1ciami, ktor\u00e9 sa vymykaj\u00fa z r\u00e1mca, dost\u00e1vame sa na horn\u00fa hranicu mo\u017enost\u00ed n\u00e1strojov RPA.<\/p>\n<p>Pr\u00e1ca so \u0161trukt\u00farovan\u00fdmi \u00fadajmi \u010dasto pripad\u00e1 na manu\u00e1lnych pracovn\u00edkov. Ke\u010f\u017ee ide o pomerne rozsiahle rozhodovanie a interpret\u00e1ciu, m\u00e1 zmysel vyu\u017e\u00edva\u0165 \u013eudsk\u00e9 poznanie. Inteligentn\u00e1 automatiz\u00e1cia v\u0161ak dok\u00e1\u017ee spracova\u0165 ne\u0161trukt\u00farovan\u00e9 \u00fadaje v\u010faka vyu\u017eitiu technol\u00f3gi\u00ed umelej inteligencie, ako je strojov\u00e9 u\u010denie.<\/p>\n<p>Stoj\u00ed za zmienku, \u017ee n\u00e1stroje RPA mo\u017eno pou\u017ei\u0165 na premenu ne\u0161trukt\u00farovan\u00fdch \u00fadajov na \u0161trukt\u00farovan\u00e9 \u00fadaje. Napr\u00edklad pou\u017eitie n\u00e1strojov na spracovanie prirodzen\u00e9ho jazyka (NLP) alebo optick\u00e9 rozpozn\u00e1vanie znakov (OCR) pom\u00e1ha prelo\u017ei\u0165 tieto \u00fadaje do podoby, s ktorou m\u00f4\u017ee pracova\u0165 RPA. Vzh\u013eadom na povahu ne\u0161trukt\u00farovan\u00fdch \u00fadajov je v\u0161ak tento proces zlo\u017eit\u00fd a vy\u017eaduje si vytvorenie viacer\u00fdch \u0161abl\u00f3n, ktor\u00e9 by t\u00fato \u00falohu zvl\u00e1dli. T\u00e1to skuto\u010dnos\u0165 m\u00f4\u017ee vies\u0165 k probl\u00e9mom so \u0161k\u00e1lovan\u00edm rie\u0161en\u00ed RPA.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_RPA_je_nakladovo_efektivnejsia\"><\/span><strong>#5. RPA je n\u00e1kladovo efekt\u00edvnej\u0161ia<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Hoci n\u00e1stroje IA maj\u00fa \u0161ir\u0161\u00ed rozsah ako softv\u00e9r RPA, tieto doplnky s\u00fa spojen\u00e9 s n\u00e1kladmi. Jedn\u00fdm z najpr\u00ed\u0165a\u017elivej\u0161\u00edch aspektov automatiza\u010dn\u00fdch n\u00e1strojov je ich preuk\u00e1zan\u00e1 \u00faspora n\u00e1kladov. Vzh\u013eadom na ich relat\u00edvne ceny je v\u0161ak softv\u00e9r RPA dostupnej\u0161\u00ed pre v\u00e4\u010d\u0161inu trhu.<\/p>\n<p>Inteligentn\u00e1 automatiz\u00e1cia je flexibilnej\u0161ie rie\u0161enie, ktor\u00e9 m\u00f4\u017ee fungova\u0165 v \u0161ir\u0161om spektre prostred\u00ed. Nie ka\u017ed\u00fd podnik m\u00e1 v\u0161ak komplexn\u00e9 po\u017eiadavky na automatiz\u00e1ciu. V z\u00e1vislosti od rozsahu podnikov\u00fdch procesov, ktor\u00e9 potrebujete automatizova\u0165, m\u00f4\u017eu rie\u0161enia RPA poskytn\u00fa\u0165 v\u0161etko, \u010do potrebujete.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_RPA_sa_implementuje_rychlejsie\"><\/span><strong>#6. RPA sa implementuje r\u00fdchlej\u0161ie<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Inteligentn\u00e9 automatiza\u010dn\u00e9 n\u00e1stroje poskytuj\u00fa rie\u0161enia \u0161irok\u00e9ho spektra probl\u00e9mov. Av\u0161ak pokia\u013e ide o r\u00fdchle \u010dasy implement\u00e1cie, t\u00e1to zlo\u017eitos\u0165 sa st\u00e1va miernym negat\u00edvom. N\u00e1stroje RPA s\u00fa jednoduch\u0161ie, a preto je ich implement\u00e1cia menej n\u00e1kladn\u00e1 a \u010dasovo n\u00e1ro\u010dn\u00e1. Ved\u00facim pracovn\u00edkom, ktor\u00ed s\u00fa pod tlakom, aby dosiahli digit\u00e1lnu transform\u00e1ciu v r\u00e1mci svojho podniku, m\u00f4\u017eu rie\u0161enia RPA pon\u00faknu\u0165 r\u00fdchlej\u0161iu cestu k vytv\u00e1raniu hodnoty.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_Nastroje_IPA_maju_strmsiu_krivku_ucenia\"><\/span><strong>#7. N\u00e1stroje IPA maj\u00fa strm\u0161iu krivku u\u010denia<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Relat\u00edvna zlo\u017eitos\u0165 t\u00fdchto n\u00e1strojov op\u00e4\u0165 vytv\u00e1ra v\u00fdhody a nev\u00fdhody. Prijatie n\u00e1strojov IPA si vo svojej podstate vy\u017eaduje vysoko technick\u00e9 funkcie, ako je strojov\u00e9 u\u010denie.<\/p>\n<p>N\u00e1dej pre netechnick\u00e9 t\u00edmy st\u00e1le existuje. Poradensk\u00e9 firmy v oblasti inteligentnej automatiz\u00e1cie m\u00f4\u017eu vykona\u0165 ve\u013ek\u00fa \u010das\u0165 \u0165a\u017ekej pr\u00e1ce a navrhn\u00fa\u0165 proces. Navy\u0161e s\u00fa n\u00e1stroje IA ka\u017ed\u00fdm d\u0148om pou\u017e\u00edvate\u013esky pr\u00edvetivej\u0161ie.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Priklady_inteligentnej_automatizacie_procesov_a_pripady_pouzitia_v_priemysle\"><\/span><strong>Pr\u00edklady inteligentnej automatiz\u00e1cie procesov a pr\u00edpady pou\u017eitia v priemysle<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"7e9699\" data-has-transparency=\"false\" style=\"--dominant-color: #7e9699;\" decoding=\"async\" class=\"aligncenter size-large wp-image-63821 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-1024x683.webp\" alt=\"pou\u017e\u00edvanie rpa v telekomunik\u00e1ci\u00e1ch\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-1024x683.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-300x200.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-768x512.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-1536x1024.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-1080x720.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-1280x853.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-980x653.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-480x320.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-jpeg.webp 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>Pod\u013ea prieskumu sa v <a href=\"https:\/\/explodingtopics.com\/blog\/data-generated-per-day\">roku 2023 vytvor\u00ed 120 zettabajtov d\u00e1t<\/a>. Ka\u017ed\u00fd rok sa objem d\u00e1t, ktor\u00e9 sa na celom svete vytvoria, zv\u00fd\u0161i pribli\u017ene o 20 % a\u017e 25 %. Pod\u013ea MIT Sloan <a href=\"https:\/\/mitsloan.mit.edu\/ideas-made-to-matter\/tapping-power-unstructured-data\">je pribli\u017ene 80 % t\u00fdchto \u00fadajov ne\u0161trukt\u00farovan\u00fdch<\/a>. Hoci n\u00e1stroje RPA umo\u017enili spolo\u010dnostiam ve\u013ea urobi\u0165 so \u0161trukt\u00farovan\u00fdmi \u00fadajmi, je jasn\u00e9, \u017ee text, zvuk, vide\u00e1, e-maily, obsah soci\u00e1lnych m\u00e9di\u00ed, protokoly serverov, z\u00e1znamy zo senzorov a satelitn\u00e9 sn\u00edmky by mohli pon\u00faknu\u0165 pozoruhodn\u00e9 mo\u017enosti.<\/p>\n<p>Najlep\u0161\u00ed sp\u00f4sob, ako pochopi\u0165 mo\u017enosti inteligentnej automatiz\u00e1cie podniku, je prostredn\u00edctvom praktick\u00fdch, re\u00e1lnych pr\u00edkladov a pr\u00edpadov pou\u017eitia. Tu je nieko\u013eko sp\u00f4sobov, ako m\u00f4\u017ee inteligentn\u00e1 automatiza\u010dn\u00e1 technol\u00f3gia pom\u00f4c\u0165 v jednotliv\u00fdch odvetviach.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Sluzby_zakaznikom\"><\/span><strong>1. Slu\u017eby z\u00e1kazn\u00edkom<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>O\u010dak\u00e1vania z\u00e1kazn\u00edkov v oblasti slu\u017eieb sa v posledn\u00fdch rokoch v\u00fdrazne zv\u00fd\u0161ili. Modern\u00fd spotrebite\u013e si vy\u017eaduje neust\u00e1le samoobslu\u017en\u00e9 mo\u017enosti s vysokou mierou personaliz\u00e1cie. Inteligentn\u00e1 automatiz\u00e1cia pom\u00e1ha podnikom pon\u00faka\u0165 o\u010dak\u00e1van\u00fa \u00farove\u0148 z\u00e1kazn\u00edckej starostlivosti bez vysok\u00fdch re\u017eijn\u00fdch n\u00e1kladov spojen\u00fdch s \u013eudsk\u00fdmi pracovn\u00edkmi.<\/p>\n<p>Chatboti poh\u00e1\u0148an\u00ed procesormi prirodzen\u00e9ho jazyka a prepojen\u00ed s platformami na riadenie vz\u0165ahov so z\u00e1kazn\u00edkmi (CRM) m\u00f4\u017eu pon\u00faknu\u0165 vynikaj\u00face sk\u00fasenosti z\u00e1kazn\u00edkom. V spojen\u00ed s automatizovan\u00fdm spracovan\u00edm e-mailov, predikt\u00edvnou anal\u00fdzou a anal\u00fdzou n\u00e1lad z\u00edskaj\u00fa podniky multikan\u00e1lov\u00fa starostlivos\u0165, ktor\u00e1 predv\u00edda probl\u00e9my a pom\u00e1ha udr\u017ea\u0165 si z\u00e1kazn\u00edkov.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Zdravotna_starostlivost\"><\/span><strong>2. Zdravotn\u00e1 starostlivos\u0165<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Zdravotn\u00edctvo je v\u00fdznamn\u00fdm pou\u017e\u00edvate\u013eom inteligentnej automatiz\u00e1cie. Celosvetov\u00e9 ochorenia znamenaj\u00fa, \u017ee nemocnice s\u00fa \u010doraz viac vy\u0165a\u017een\u00e9 a mnoh\u00e9 z nich pod t\u00fdmto tlakom v\u0155zgaj\u00fa. Nap\u00e4t\u00e9 rozpo\u010dty a pre\u0165a\u017een\u00fd person\u00e1l zd\u00f4raz\u0148uj\u00fa potrebu vy\u0161\u0161ej prev\u00e1dzkovej efekt\u00edvnosti, najm\u00e4 pri administrat\u00edvnych \u00faloh\u00e1ch, ako je registr\u00e1cia pacientov, spracovanie poistenia, pl\u00e1novanie, faktur\u00e1cia a \u010fal\u0161ie.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Financie\"><\/span><strong>3. Financie<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Finan\u010dn\u00e9 odvetvie si pr\u00e1vom z\u00edskalo poves\u0165 \u0161pi\u010dkov\u00e9ho odvetvia v oblasti najmodernej\u0161\u00edch technol\u00f3gi\u00ed. Odvetvie, ktor\u00e9 ako prv\u00e9 zaviedlo technol\u00f3giu RPA, pokra\u010duje v h\u013eadan\u00ed sp\u00f4sobov, ako zv\u00fd\u0161i\u0165 efekt\u00edvnos\u0165 a splni\u0165 regula\u010dn\u00e9 za\u0165a\u017eenie. Inteligentn\u00e1 automatiz\u00e1cia sa vyu\u017e\u00edva v celom finan\u010dnom priestore na pomoc pri odha\u013eovan\u00ed podvodov a dodr\u017eiavan\u00ed predpisov. Technol\u00f3gie v\u0161ak pom\u00e1haj\u00fa aj pri oper\u00e1ci\u00e1ch a \u010doraz viac zefekt\u00edv\u0148uj\u00fa rozhodovanie o \u017eiadostiach o p\u00f4\u017ei\u010dku a \u010fal\u0161ie \u010dinnosti. Okrem toho dok\u00e1\u017ee automatizova\u0165 <a href=\"https:\/\/www.zaptest.com\/sk\/kompletny-sprievodca-automatizaciou-testovania-softveru\">testovanie softv\u00e9ru<\/a> a pom\u00e1ha finan\u010dn\u00fdm in\u0161tit\u00faci\u00e1m vytv\u00e1ra\u0165 softv\u00e9r na mieru.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Vyroba\"><\/span><strong>4. V\u00fdroba<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>V posledn\u00fdch rokoch sa zv\u00fd\u0161ilo povedomie verejnosti o probl\u00e9moch dod\u00e1vate\u013esk\u00e9ho re\u0165azca v d\u00f4sledku nedostatkov, infl\u00e1cie a v\u0161eobecnej kr\u00edzy \u017eivotn\u00fdch n\u00e1kladov. V\u00fdrobcovia musia prija\u0165 digit\u00e1lnu transform\u00e1ciu, preto\u017ee sa vyv\u00edjaj\u00fa n\u00e1kupn\u00e9 preferencie a men\u00ed sa dynamika podnikania. T\u00e1to skuto\u010dnos\u0165 je obzvl\u00e1\u0161\u0165 v\u00fdrazn\u00e1 v nov\u00fdch priemyseln\u00fdch alebo rozvojov\u00fdch krajin\u00e1ch.<\/p>\n<p>RPA a IPA m\u00f4\u017eu podnikom v t\u00fdchto oblastiach pom\u00f4c\u0165 preklen\u00fa\u0165 t\u00fato medzeru a zlep\u0161i\u0165 procesy a organiz\u00e1ciu v celom hodnotovom re\u0165azci. Automatiz\u00e1cia v\u00fdrobn\u00fdch objedn\u00e1vok, pochopenie a prisp\u00f4sobenie sa meniacim sa preferenci\u00e1m z\u00e1kazn\u00edkov, zlep\u0161enie logistiky a zn\u00ed\u017eenie mno\u017estva odpadu s\u00fa len niektor\u00e9 oblasti, ktor\u00e9 m\u00f4\u017eu profitova\u0165 z n\u00e1strojov poh\u00e1\u0148an\u00fdch umelou inteligenciou.<\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Su_inteligentna_automatizacia_procesov_a_hyperautomatizacia_to_iste\"><\/span><strong>S\u00fa inteligentn\u00e1 automatiz\u00e1cia procesov a hyperautomatiz\u00e1cia to ist\u00e9?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-59582\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80.png\" alt=\"alfa testovanie vs. beta testovanie\" width=\"219\" height=\"366\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80.png 479w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80-180x300.png 180w\" sizes=\"(max-width: 219px) 100vw, 219px\" \/><\/p>\n<p>Hoci mnoh\u00ed odborn\u00edci pou\u017e\u00edvaj\u00fa inteligentn\u00fa automatiz\u00e1ciu procesov a <a href=\"https:\/\/www.zaptest.com\/hyperautomation\">hyperautomatiz\u00e1ciu<\/a> ako zamenite\u013en\u00e9 pojmy, ide o odli\u0161n\u00e9 koncepty. Zm\u00e4tok je pochopite\u013en\u00fd. Oba odbory s\u00fa na \u010dele automatiz\u00e1cie IT a obchodn\u00fdch procesov pomocou umelej inteligencie a \u010fal\u0161\u00edch s\u00favisiacich technol\u00f3gi\u00ed. Je v\u0161ak d\u00f4le\u017eit\u00e9 pochopi\u0165 rozdiely medzi nimi.<\/p>\n<p>Ako u\u017e bolo spomenut\u00e9 vy\u0161\u0161ie, inteligentn\u00e1 automatiz\u00e1cia procesov vyu\u017e\u00edva kombin\u00e1ciu technol\u00f3gi\u00ed, ako s\u00fa AI, ML, po\u010d\u00edta\u010dov\u00e9 videnie, kognit\u00edvne technol\u00f3gie, spracovanie prirodzen\u00e9ho jazyka a, samozrejme, RPA.<\/p>\n<p>Na druhej strane, hyperautomatiz\u00e1cia je filozofia alebo pr\u00edstup, ktor\u00fd sa sna\u017e\u00ed automatizova\u0165 \u010do najviac podnikov\u00fdch procesov.<\/p>\n<p>Ve\u013ek\u00e1 \u010das\u0165 nejasnost\u00ed vypl\u00fdva zo skuto\u010dnosti, \u017ee IPA je s\u00fa\u010das\u0165ou hyperautomatizovan\u00e9ho pr\u00edstupu. Hyperautomatiz\u00e1cia je v\u0161ak sofistikovanej\u0161ia, zr\u00fdchlen\u00e1 verzia IA s ove\u013ea v\u00e4\u010d\u0161\u00edm rozsahom. Namiesto rie\u0161enia pevne stanoven\u00fdch procesov alebo \u00faloh pracuje hyperautomatiz\u00e1cia naprie\u010d platformami a technol\u00f3giami s cie\u013eom maximalizova\u0165 efektivitu podniku.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Kde_sa_IPA_a_RPA_pretinaju_a_zblizuju\"><\/span><strong>Kde sa IPA a RPA pret\u00ednaj\u00fa a zbli\u017euj\u00fa<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"6b7666\" data-has-transparency=\"false\" style=\"--dominant-color: #6b7666;\" decoding=\"async\" class=\"aligncenter size-large wp-image-63782 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-1024x727.webp\" alt=\"pou\u017e\u00edvanie rpa v oblasti nehnute\u013enost\u00ed\" width=\"1024\" height=\"727\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-1024x727.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-300x213.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-768x546.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-1536x1091.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-400x284.webp 400w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-1080x767.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-1280x909.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-980x696.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-480x341.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-jpeg.webp 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>Ve\u013ek\u00fa \u010das\u0165 tohto \u010dl\u00e1nku sme venovali rozboru relat\u00edvnych v\u00fdhod IPA a RPA. Hoci je u\u017eito\u010dn\u00e9 rozli\u0161ova\u0165 medzi t\u00fdmito automatiza\u010dn\u00fdmi technol\u00f3giami, uva\u017eova\u0165 o nich ako o protichodn\u00fdch alebo konkuren\u010dn\u00fdch n\u00e1strojoch nie je celkom spr\u00e1vne. Ich mo\u017enosti najlep\u0161ie pochop\u00edte ako doplnkov\u00e9 n\u00e1stroje automatiz\u00e1cie.<\/p>\n<p>Existuje nieko\u013eko bodov, v ktor\u00fdch sa oba n\u00e1stroje prel\u00ednaj\u00fa.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_IPA_ako_riesenie_obmedzeni_RPA\"><\/span><strong>#1. IPA ako rie\u0161enie obmedzen\u00ed RPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>V \u010dl\u00e1nku <a href=\"https:\/\/www.researchgate.net\/publication\/327876172_How_to_Compete_in_the_Age_of_Artificial_Intelligence_Implementing_a_Collaborative_Human-Machine_Strategy_for_Your_Business\">How to Compete in the Age of Artificial Intelligence<\/a> (Mohanty a Vyas, 2018) autori uv\u00e1dzaj\u00fa, \u017ee &#8222;RPA roboty bud\u00fa robi\u0165 presne to, \u010do im poviete, to je ich najv\u00e4\u010d\u0161ia sila, ale aj najv\u00e4\u010d\u0161ia slabina.&#8220; Tento n\u00e1zor zd\u00f4raz\u0148uje kritick\u00fd bod t\u00fdkaj\u00faci sa hran\u00edc RPA: Ne\u0161trukt\u00farovan\u00e9 \u00fadaje a nepredv\u00eddate\u013en\u00e9 scen\u00e1re v\u0161ak znamenaj\u00fa, \u017ee podniky nem\u00f4\u017eu prija\u0165 rie\u0161enia RPA pre ka\u017ed\u00fa \u00falohu.<\/p>\n<h2><\/h2>\n<p style=\"text-align: left;\">Strojov\u00e9 u\u010denie m\u00f4\u017ee pom\u00f4c\u0165 roz\u0161\u00edri\u0165 mo\u017enosti RPA najm\u00e4 v dvoch hlavn\u00fdch oblastiach. S\u00fa to:<\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"1_Praca_s_nestrukturovanymi_udajmi\"><\/span><strong>1. Pr\u00e1ca s ne\u0161trukt\u00farovan\u00fdmi \u00fadajmi<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<h4><\/h4>\n<h4><span class=\"ez-toc-section\" id=\"2_Otvorenie_dveri_k_rozhodovaniu_vyssieho_radu\"><\/span><strong>2. Otvorenie dver\u00ed k rozhodovaniu vy\u0161\u0161ieho r\u00e1du<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p>V s\u00fa\u010dasnej situ\u00e1cii n\u00e1stroje RPA nie s\u00fa schopn\u00e9 splni\u0165 vy\u0161\u0161ie uveden\u00e9 po\u017eiadavky. Ak sa v\u0161ak automatiz\u00e1cia roz\u0161\u00edri o umel\u00fa inteligenciu, m\u00f4\u017ee sa posun\u00fa\u0165 na nov\u00fa \u00farove\u0148.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Ako_odrazovy_mostik_k_implementacii_IPA_alebo_hyperautomatizacie\"><\/span><strong>#2. Ako odrazov\u00fd most\u00edk k implement\u00e1cii IPA alebo hyperautomatiz\u00e1cie<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Je l\u00e1kav\u00e9 pova\u017eova\u0165 RPA, IPA a hyperautomatiz\u00e1ciu za kontinuum. Napriek tomu by to mohlo by\u0165 mierne zjednodu\u0161enie veci. Faktom je, \u017ee ka\u017ed\u00fd komplexn\u00fd automatiza\u010dn\u00fd syst\u00e9m, ktor\u00fd zah\u0155\u0148a IPA alebo hyperautomatiz\u00e1ciu, sa bude vo ve\u013ekej miere spolieha\u0165 na RPA. N\u00e1stroje RPA bud\u00fa preto v r\u00e1mci t\u00fdchto pokro\u010dil\u00fdch scen\u00e1rov st\u00e1le relevantn\u00e9 a potrebn\u00e9.<\/p>\n<p>Tento argument je silnej\u0161\u00ed v kontexte implement\u00e1cie. Cesta k hyperautomatiz\u00e1cii si vy\u017eaduje ve\u013ea v\u00fdskumu, ktor\u00e9 \u00falohy mo\u017eno automatizova\u0165. Za\u010diatok s RPA vytv\u00e1ra pevn\u00fd z\u00e1klad pre typy \u00faloh, ktor\u00e9 mo\u017eno automatizova\u0165. Umo\u017e\u0148uje podnikom vytv\u00e1ra\u0165 a testova\u0165 pracovn\u00e9 postupy automatiz\u00e1cie, ktor\u00e9 m\u00f4\u017eu pr\u00edpadne roz\u0161\u00edri\u0165 a doplni\u0165 o IPA.<\/p>\n<p>Hyperautomatiz\u00e1cia je pr\u00edstup, ktor\u00fd zah\u0155\u0148a automatiz\u00e1ciu v\u0161etk\u00e9ho, \u010do je mo\u017en\u00e9. To, ako to bude vyzera\u0165, sa bude l\u00ed\u0161i\u0165 od podniku k podniku. V niektor\u00fdch spolo\u010dnostiach by mohlo \u00eds\u0165 o RPA, ktor\u00e9mu v malej miere pom\u00e1ha umel\u00e1 inteligencia, v in\u00fdch by mohlo \u00eds\u0165 o plnohodnotn\u00fd, komplexn\u00fd automatiza\u010dn\u00fd stroj s minim\u00e1lnym vstupom \u010dloveka.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Prediktivna_analyza_a_rozhodovanie\"><\/span><strong>#3. Predikt\u00edvna anal\u00fdza a rozhodovanie<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>RPA vykon\u00e1va definovan\u00e9 \u00falohy na z\u00e1klade konkr\u00e9tnych sp\u00fa\u0161\u0165a\u010dov alebo vstupov. Ke\u010f zv\u00e1\u017eime niektor\u00e9 v\u00fdhody IPA, ako je anal\u00fdza sentimentu, spracovanie prirodzen\u00e9ho jazyka, technol\u00f3gia po\u010d\u00edta\u010dov\u00e9ho videnia a mo\u017enosti ML, je jasn\u00e9, \u017ee t\u00e1to technol\u00f3gia bude schopn\u00e1 spracova\u0165 mno\u017estvo chaotick\u00fdch \u00fadajov a premeni\u0165 ich na \u0161trukt\u00farovan\u00e9 inform\u00e1cie, ktor\u00e9 m\u00f4\u017eu sl\u00fa\u017ei\u0165 ako tieto sp\u00fa\u0161\u0165a\u010de alebo vstupy.<\/p>\n<p>Mo\u017enosti s\u00fa tu ohromuj\u00face. Ako sme videli v lek\u00e1rskom priemysle, v\u00fdskum preuk\u00e1zal, \u017ee <a href=\"https:\/\/www.nature.com\/articles\/s41571-020-0329-7\">umel\u00e1 inteligencia prekonala r\u00e1diol\u00f3gov pri mamografickom skr\u00edningu.<\/a> Presn\u00e9 vytv\u00e1ranie t\u00fdchto predpoved\u00ed si vy\u017eaduje dlhoro\u010dn\u00e9 sk\u00fasenosti a odborn\u00e9 znalosti v danej oblasti, ktor\u00e9 op\u00fa\u0161\u0165aj\u00fa firmu, ke\u010f niekto od\u00edde do d\u00f4chodku alebo od\u00edde. RPA roz\u0161\u00edren\u00e1 o umel\u00fa inteligenciu m\u00f4\u017ee pom\u00f4c\u0165 prekona\u0165 tento nedostatok sk\u00fasenost\u00ed.<\/p>\n<p>Pr\u00edklad mamografick\u00e9ho vy\u0161etrenia je s\u00edce p\u00fatav\u00fd, ale v\u00fdhody RPA a IPA sa daj\u00fa uplatni\u0165 aj v nieko\u013ek\u00fdch \u010fal\u0161\u00edch scen\u00e1roch riadenia podnikov, ktor\u00e9 si vy\u017eaduj\u00fa kvalitn\u00e9 pozn\u00e1vanie alebo rozhodovanie. Po prijat\u00ed t\u00fdchto rozhodnut\u00ed m\u00f4\u017eu spusti\u0165 n\u00e1sledn\u00e9 \u010dinnosti prostredn\u00edctvom RPA, \u010do prin\u00e1\u0161a neuverite\u013en\u00fa \u00farove\u0148 produktivity pre \u0161irok\u00fa \u0161k\u00e1lu podnikov.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Pat_inteligentnych_automatizacnych_nastrojov\"><\/span><strong>P\u00e4\u0165 inteligentn\u00fdch automatiza\u010dn\u00fdch n\u00e1strojov<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-59213\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/1-1024x655.jpg\" alt=\"ZAPTEST RPA + bal\u00edk pre automatiz\u00e1ciu testovania\" width=\"1024\" height=\"655\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/1-980x627.jpg 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/1-480x307.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw\" \/><\/p>\n<p>Na trhu je nieko\u013eko dod\u00e1vate\u013eov inteligentnej automatiz\u00e1cie. Ka\u017ed\u00e1 z nich pon\u00faka jedine\u010dn\u00fa kombin\u00e1ciu r\u00f4znych technol\u00f3gi\u00ed, pr\u00edstupov a cien. Pozrime sa na p\u00e4\u0165 najv\u00e4\u010d\u0161\u00edch mien v oblasti IA.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_ZAPTEST\"><\/span><strong>#1. ZAPTEST<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>ZAPTEST je komplexn\u00e9 inteligentn\u00e9 automatiza\u010dn\u00e9 rie\u0161enie, ktor\u00e9 pon\u00faka najmodernej\u0161ie hyperautomiza\u010dn\u00e9 n\u00e1stroje na automatiz\u00e1ciu softv\u00e9ru aj robotick\u00fdch procesov. Vyu\u017e\u00edva kombin\u00e1ciu technol\u00f3gie po\u010d\u00edta\u010dov\u00e9ho videnia a RPA, aby pomohol pou\u017e\u00edvate\u013eom odhali\u0165 a automatizova\u0165 frontov\u00e9 aj back-endov\u00e9 kancel\u00e1rske \u00falohy. Platforma m\u00e1 vynikaj\u00face funkcie, ako je OCR a sol\u00eddne analytick\u00e9 n\u00e1stroje. Pon\u00faka tie\u017e mo\u017enos\u0165 bezk\u00f3dov\u00e9ho pou\u017e\u00edvania, bezplatn\u00e9 a podnikov\u00e9 ed\u00edcie, automatiz\u00e1ciu akejko\u013evek aplik\u00e1cie naprie\u010d platformami\/prehliada\u010dmi, neobmedzen\u00e9 mno\u017estvo licenci\u00ed a experta ZAP na pln\u00fd \u00fav\u00e4zok, ktor\u00fd pracuje ako s\u00fa\u010das\u0165 t\u00edmov klienta, (v r\u00e1mci podnikovej ed\u00edcie)<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_IBM_Cloud_Pak_pre_automatizaciu_podnikania\"><\/span>#2. IBM Cloud Pak pre automatiz\u00e1ciu podnikania<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>IBM Cloud Pak je modul\u00e1rne hybridn\u00e9 cloudov\u00e9 rie\u0161enie inteligentnej automatiz\u00e1cie. T\u00e1to komplexn\u00e1 platforma pre automatiz\u00e1ciu podnikov je vybaven\u00e1 mno\u017estvom funkci\u00ed vr\u00e1tane automatiz\u00e1cie pracovn\u00fdch postupov, spracovania dokumentov, vyh\u013ead\u00e1vania procesov a funkci\u00ed pre spr\u00e1vu rozhodnut\u00ed. Zah\u0155\u0148a tie\u017e n\u00e1stroje s n\u00edzkym a \u017eiadnym k\u00f3dom a dobr\u00fa z\u00e1kazn\u00edcku podporu.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Platforma_pre_automatizaciu_podnikania_UiPath\"><\/span>#3. Platforma pre automatiz\u00e1ciu podnikania UiPath<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Spolo\u010dnos\u0165 UiPath posilnila svoju ponuku RPA o inteligentn\u00fa automatiz\u00e1ciu podnikov. Platforma vyu\u017e\u00edva technol\u00f3giu po\u010d\u00edta\u010dov\u00e9ho videnia a bezobslu\u017en\u00fa robotiku (pod\u013ea ich slov &#8222;roboty riadiace roboty&#8220;) na dosiahnutie t\u00fdchto cie\u013eov. Na porozumenie jazyku a ne\u0161trukt\u00farovan\u00fdm \u00fadajom pou\u017e\u00edvaj\u00fa aj kognit\u00edvne vylep\u0161enia. Platforma UiPath Business Automation Platform sa integruje s kognit\u00edvnymi slu\u017ebami tret\u00edch str\u00e1n od dod\u00e1vate\u013eov ako IBM, Google a Microsoft.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_SS_C_Blue_Prism_Cloud\"><\/span>#4. SS&amp;C Blue Prism Cloud<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>SS&amp;C Blue Prism Cloud je \u010fal\u0161ia cloudov\u00e1 platforma inteligentnej automatiz\u00e1cie s funkciami IA. Firma pon\u00faka aj slu\u017eby inteligentnej automatiz\u00e1cie, ktor\u00e9 pom\u00e1haj\u00fa t\u00edmom zvl\u00e1dnu\u0165 implement\u00e1ciu a \u00fadr\u017ebu. Okrem inteligentn\u00fdch n\u00e1strojov na automatiz\u00e1ciu robotick\u00fdch procesov pon\u00faka Blue Prism Cloud aj n\u00e1vrhov\u00e9 \u0161t\u00fadio bez k\u00f3dovania, ktor\u00e9 mo\u017eno pretiahnu\u0165 a pusti\u0165, a Control Room, funkciu na orchestr\u00e1ciu automatiz\u00e1cie pracovn\u00fdch postupov.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Microsoft_Power_Automate\"><\/span>#5. Microsoft Power Automate<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Microsoft Power Automate, predt\u00fdm naz\u00fdvan\u00fd Microsoft Flow, je \u010fal\u0161ie cloudov\u00e9 rie\u0161enie inteligentnej automatiz\u00e1cie bez pou\u017eitia k\u00f3du. Bal\u00edk pon\u00faka funkciu AI Builder, ktor\u00e1 je u\u017e\u00edvate\u013esky pr\u00edvetiv\u00e1, \u0161k\u00e1lovate\u013en\u00e1 a \u013eahko pripojite\u013en\u00e1. Ve\u013emi medializovan\u00e1 invest\u00edcia spolo\u010dnosti Microsoft do ChatGPT vo v\u00fd\u0161ke 10 mili\u00e1rd dol\u00e1rov znamen\u00e1, \u017ee poskytuje mo\u017enosti spracovania prirodzen\u00e9ho jazyka v kombin\u00e1cii s rozhran\u00edm typu &#8222;uk\u00e1\u017e a klikni&#8220;, ktor\u00e9 umo\u017e\u0148uje netechnick\u00fdm t\u00edmom vytv\u00e1ra\u0165 inteligentn\u00e9 pracovn\u00e9 postupy automatiz\u00e1cie robotick\u00fdch procesov.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Zaverecne_myslienky\"><\/span><strong>Z\u00e1vere\u010dn\u00e9 my\u0161lienky<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-56711\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/03\/checklist-software-testing-processes-1024x683.jpeg\" alt=\"kontroln\u00fd zoznam procesov testovania softv\u00e9ru\" width=\"513\" height=\"342\"><\/p>\n<p>RPA a IPA s\u00fa odli\u0161n\u00e9 technol\u00f3gie. S\u00fa v\u0161ak ve\u013emi komplement\u00e1rne. Skuto\u010dn\u00e1 sila oboch n\u00e1strojov spo\u010d\u00edva v ich schopnosti dop\u013a\u0148a\u0165 nielen \u013eudsk\u00fdch pracovn\u00edkov, ale aj jeden druh\u00e9ho. Ako ukazuj\u00fa mnoh\u00e9 pr\u00edklady inteligentnej automatiz\u00e1cie, v\u00e4\u010d\u0161inu hlavn\u00fdch \u010dinnost\u00ed, ktor\u00e9 IA umo\u017e\u0148uje, m\u00f4\u017eu vykon\u00e1va\u0165 digit\u00e1lni pracovn\u00edci a roboty. \u00daspe\u0161n\u00e1 automatiz\u00e1cia si vy\u017eaduje rozdelenie a pochopenie existuj\u00facich pracovn\u00fdch postupov. RPA dok\u00e1\u017ee zoh\u013eadni\u0165 mnoh\u00e9 z t\u00fdchto zlo\u017eiek.<\/p>\n<p>Stoj\u00edme na prahu vzru\u0161uj\u00facej \u00e9ry vo svete pr\u00e1ce, kde \u013eudsk\u00e9 kognit\u00edvne schopnosti m\u00f4\u017ee dop\u013a\u0148a\u0165 umel\u00e1 inteligencia. Digit\u00e1lna transform\u00e1cia je opr\u00e1vnene prioritou pre podniky v rozvinut\u00fdch aj rozvojov\u00fdch krajin\u00e1ch. Prijatie n\u00e1strojov IPA a RPA bude \u00fastrednou s\u00fa\u010das\u0165ou t\u00fdchto zmien, ktor\u00e9 umo\u017enia nepredstavite\u013en\u00fa produktivitu.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Vo vynikaj\u00facom \u010dl\u00e1nku Od robotickej automatiz\u00e1cie procesov k inteligentnej automatiz\u00e1cii procesov (Chakraborti, 2020) sa autor zam\u00fd\u0161\u013ea nad t\u00fdm, ako robotick\u00e1 automatiz\u00e1cia procesov (RPA) za posledn\u00e9 desa\u0165ro\u010die fascinuj\u00facim sp\u00f4sobom posunula efektivitu podnikov\u00fdch procesov. Nazna\u010duje v\u0161ak, \u017ee v s\u00fa\u010dasnosti sa v r\u00e1mci tohto technologick\u00e9ho trendu nach\u00e1dzame v &#8222;zlomovom bode&#8220;, pri\u010dom inteligentn\u00e1 automatiz\u00e1cia je logick\u00fdm pokra\u010dovan\u00edm RPA. Chakraborti [&hellip;]<\/p>\n","protected":false},"author":14624,"featured_media":64873,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"none","_seopress_titles_title":"Inteligentn\u00e1 automatiz\u00e1cia procesov vs. RPA - rozdiely\/prekr\u00fdvanie","_seopress_titles_desc":"Od toho, \u010do to je, ak\u00e9 procesy automatizuj\u00fa, ako sa l\u00ed\u0161ia a prel\u00ednaj\u00fa, a\u017e po n\u00e1stroje, sa dozviete v\u0161etko o debate Inteligentn\u00e1 automatiz\u00e1cia procesov vs. RPA.","_seopress_robots_index":"","_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","content-type":"","footnotes":"","beyondwords_generate_audio":"","beyondwords_integration_method":"","beyondwords_project_id":"","beyondwords_content_id":"","beyondwords_preview_token":"","beyondwords_player_content":"","beyondwords_player_style":"","beyondwords_language_code":"","beyondwords_language_id":"","beyondwords_title_voice_id":"","beyondwords_body_voice_id":"","beyondwords_summary_voice_id":"","beyondwords_error_message":"","beyondwords_disabled":"","beyondwords_delete_content":"","beyondwords_podcast_id":"","beyondwords_hash":"","publish_post_to_speechkit":"","speechkit_hash":"","speechkit_generate_audio":"","speechkit_project_id":"","speechkit_podcast_id":"","speechkit_error_message":"","speechkit_disabled":"","speechkit_access_key":"","speechkit_error":"","speechkit_info":"","speechkit_response":"","speechkit_retries":"","speechkit_status":"","speechkit_updated_at":"","_speechkit_link":"","_speechkit_text":""},"categories":[492],"tags":[],"class_list":["post-64955","post","type-post","status-publish","format-standard","has-post-thumbnail","category-ai-sk"],"acf":{"short_name":"Inteligentn\u00e1 automatiz\u00e1cia procesov vs. RPA"},"_links":{"self":[{"href":"https:\/\/www.zaptest.com\/sk\/wp-json\/wp\/v2\/posts\/64955","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.zaptest.com\/sk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.zaptest.com\/sk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/sk\/wp-json\/wp\/v2\/users\/14624"}],"replies":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/sk\/wp-json\/wp\/v2\/comments?post=64955"}],"version-history":[{"count":0,"href":"https:\/\/www.zaptest.com\/sk\/wp-json\/wp\/v2\/posts\/64955\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/sk\/wp-json\/wp\/v2\/media\/64873"}],"wp:attachment":[{"href":"https:\/\/www.zaptest.com\/sk\/wp-json\/wp\/v2\/media?parent=64955"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.zaptest.com\/sk\/wp-json\/wp\/v2\/categories?post=64955"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.zaptest.com\/sk\/wp-json\/wp\/v2\/tags?post=64955"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}