{"id":64894,"date":"2023-08-28T18:11:18","date_gmt":"2023-08-28T18:11:18","guid":{"rendered":"https:\/\/www.zaptest.com\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy"},"modified":"2023-08-28T18:11:18","modified_gmt":"2023-08-28T18:11:18","slug":"inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy","status":"publish","type":"post","link":"https:\/\/www.zaptest.com\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy","title":{"rendered":"Inteligentn\u00ed automatizace proces\u016f vs. RPA &#8211; rozd\u00edly, spole\u010dn\u00e9 rysy, n\u00e1stroje a pr\u016fniky\/p\u0159ekryvy"},"content":{"rendered":"<p>Ve vynikaj\u00edc\u00edm \u010dl\u00e1nku <a href=\"https:\/\/arxiv.org\/pdf\/2007.13257.pdf\">Od robotick\u00e9 automatizace proces\u016f k inteligentn\u00ed automatizaci proces\u016f<\/a> (Chakraborti, 2020) se autor zam\u00fd\u0161l\u00ed nad t\u00edm, jak robotick\u00e1 automatizace proces\u016f (RPA) v posledn\u00edm desetilet\u00ed fascinuj\u00edc\u00edm zp\u016fsobem posunula efektivitu podnikov\u00fdch proces\u016f. Podle n\u011bj se v\u0161ak nyn\u00ed nach\u00e1z\u00edme v &#8222;bod\u011b zlomu&#8220; tohoto technologick\u00e9ho trendu, kdy se inteligentn\u00ed automatizace st\u00e1v\u00e1 logick\u00fdm pokra\u010dov\u00e1n\u00edm RPA.<\/p>\n<p>Chakraborti uv\u00e1d\u00ed nov\u00e9 paradigma inteligentn\u00ed automatizace proces\u016f, kter\u00e9 spojuje automatizaci podnikov\u00fdch proces\u016f se strojov\u00fdm u\u010den\u00edm (ML), um\u011blou inteligenc\u00ed (AI) a z\u00e1kaznick\u00fdmi daty.<\/p>\n<p>RPA je dal\u0161\u00ed d\u016fle\u017eitou sou\u010d\u00e1st\u00ed inteligentn\u00ed automatizace. Oba pojmy jsou natolik prov\u00e1zan\u00e9, \u017ee panuje zna\u010dn\u00fd zmatek v tom, kde za\u010d\u00edn\u00e1 inteligentn\u00ed automatizace proces\u016f a kde kon\u010d\u00ed robotick\u00e1 automatizace proces\u016f.<\/p>\n<p>Tento \u010dl\u00e1nek se bude zab\u00fdvat rozd\u00edly a spole\u010dn\u00fdmi rysy obou obor\u016f a uk\u00e1\u017ee, kde se prol\u00ednaj\u00ed a p\u0159ekr\u00fdvaj\u00ed. Pod\u011bl\u00edme se tak\u00e9 o n\u011bkolik p\u0159\u00edklad\u016f inteligentn\u00ed automatizace spolu s p\u0159\u00edpady pou\u017eit\u00ed v pr\u016fmyslu.<\/p>\n<p>&nbsp;<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_1 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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#Co_je_roboticka_automatizace_procesu\" >Co je robotick\u00e1 automatizace proces\u016f?<\/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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#Co_je_inteligentni_automatizace_procesu_IPA\" >Co je inteligentn\u00ed automatizace proces\u016f (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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#1_Roboticka_automatizace_procesu_RPA\" >1. Robotick\u00e1 automatizace proces\u016f (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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#2_Strojove_uceni_a_pokrocila_analytika\" >2. Strojov\u00e9 u\u010den\u00ed 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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#3_Generatory_prirozeneho_jazyka_NLG\" >3. Gener\u00e1tory p\u0159irozen\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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#4_Inteligentni_pracovni_postupy\" >4. Inteligentn\u00ed pracovn\u00ed 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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#5_Kognitivni_agenti\" >5. Kognitivn\u00ed agenti:<\/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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#Podobnosti_mezi_RPA_a_IPA\" >Podobnosti mezi 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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#1_Oba_jsou_automatizacni_nastroje\" >1. Oba jsou automatiza\u010dn\u00ed 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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#2_RPA_je_ustredni_soucasti_IPA\" >2. RPA je \u00fast\u0159edn\u00ed sou\u010d\u00e1st\u00ed 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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#3_RPA_a_IPA_maji_podobne_vyhody\" >3. RPA a IPA maj\u00ed 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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#Rozdily_mezi_RPA_a_IPA\" >Rozd\u00edly mezi 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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#1_Skalovatelnost\" >#1. \u0160k\u00e1lovatelnost<\/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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#2_Uceni_a_adaptace_v_realnem_case\" >#2. U\u010den\u00ed a adaptace v re\u00e1ln\u00e9m \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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#3_Zpravodajstvi\" >#3. Zpravodajstv\u00ed<\/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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#4_Zpracovani_nestrukturovanych_dat\" >#4. Zpracov\u00e1n\u00ed nestrukturovan\u00fdch dat<\/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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#5_RPA_je_nakladove_efektivnejsi\" >#5. RPA je n\u00e1kladov\u011b efektivn\u011bj\u0161\u00ed<\/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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#6_RPA_je_rychlejsi_na_implementaci\" >#6. RPA je rychlej\u0161\u00ed na implementaci<\/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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#7_Nastroje_IPA_maji_strmejsi_krivku_uceni\" >#7. N\u00e1stroje IPA maj\u00ed strm\u011bj\u0161\u00ed k\u0159ivku u\u010den\u00ed.<\/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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#Priklady_inteligentni_automatizace_procesu_a_pripady_pouziti_v_prumyslu\" >P\u0159\u00edklady inteligentn\u00ed automatizace proces\u016f a p\u0159\u00edpady pou\u017eit\u00ed v pr\u016fmyslu<\/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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#1_Zakaznicky_servis\" >1. Z\u00e1kaznick\u00fd servis<\/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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#2_Zdravotni_pece\" >2. Zdravotn\u00ed p\u00e9\u010de<\/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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#3_Finance\" >3. Finance<\/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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#Jsou_inteligentni_automatizace_procesu_a_hyperautomatizace_totez\" >Jsou inteligentn\u00ed automatizace proces\u016f a hyperautomatizace tot\u00e9\u017e?<\/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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#Kde_se_IPA_a_RPA_protinaji_a_sblizuji\" >Kde se IPA a RPA prot\u00ednaj\u00ed a sbli\u017euj\u00ed<\/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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#1_IPA_jako_reseni_omezeni_RPA\" >#1. IPA jako \u0159e\u0161en\u00ed omezen\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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#1_Prace_s_nestrukturovanymi_daty\" >1. Pr\u00e1ce s nestrukturovan\u00fdmi daty<\/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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#2_Otevreni_dveri_k_rozhodovani_vyssiho_radu\" >2. Otev\u0159en\u00ed dve\u0159\u00ed k rozhodov\u00e1n\u00ed vy\u0161\u0161\u00edho \u0159\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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#2_Jako_odrazovy_mustek_k_implementaci_IPA_nebo_hyperautomatizace\" >#2. Jako odrazov\u00fd m\u016fstek k implementaci IPA nebo hyperautomatizace<\/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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#3_Prediktivni_analyza_a_rozhodovani\" >#3. Prediktivn\u00ed anal\u00fdza a rozhodov\u00e1n\u00ed<\/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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#Pet_inteligentnich_automatizacnich_nastroju\" >P\u011bt inteligentn\u00edch automatiza\u010dn\u00edch n\u00e1stroj\u016f<\/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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#2_IBM_Cloud_Pak_pro_automatizaci_podnikani\" >#2. IBM Cloud Pak pro automatizaci podnik\u00e1n\u00ed<\/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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#3_Platforma_pro_automatizaci_podnikani_UiPath\" >#3. Platforma pro automatizaci podnik\u00e1n\u00ed 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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#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\/cs\/inteligentni-automatizace-procesu-vs-rpa-rozdily-spolecne-rysy-nastroje-a-pruniky-prekryvy\/#Zaverecne_myslenky\" >Z\u00e1v\u011bre\u010dn\u00e9 my\u0161lenky<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Co_je_roboticka_automatizace_procesu\"><\/span><strong>Co je robotick\u00e1 automatizace proces\u016f?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/www.zaptest.com\/rpa\">Robotick\u00e1 automatizace proces\u016f (RPA) <\/a>ozna\u010duje soubor technologi\u00ed umo\u017e\u0148uj\u00edc\u00edch r\u016fzn\u00e9 c\u00edle automatizace podnikov\u00fdch proces\u016f (BPA). Podnikov\u00fd proces m\u016f\u017eeme definovat jako soubor \u00fakol\u016f, kter\u00e9 slou\u017e\u00ed k dosa\u017een\u00ed c\u00edl\u016f organizace. Obchodn\u00edm procesem m\u016f\u017ee b\u00fdt nap\u0159\u00edklad tak jednoduch\u00e1 v\u011bc, jako je kontrola bonity u \u017e\u00e1dosti o p\u016fj\u010dku.<\/p>\n<p>Kroky pot\u0159ebn\u00e9 k ov\u011b\u0159en\u00ed \u00fav\u011bruschopnosti zahrnuj\u00ed vyjmut\u00ed jm\u00e9na klienta z intern\u00edch dokument\u016f, odesl\u00e1n\u00ed \u017e\u00e1dosti \u00fav\u011brov\u00e9 agentu\u0159e a n\u00e1sledn\u00e9 vlo\u017een\u00ed v\u00fdsledku zp\u011bt do intern\u00edch syst\u00e9m\u016f. V tradi\u010dn\u00edch podnikov\u00fdch prost\u0159ed\u00edch se tyto \u00fakoly prov\u00e1d\u011bj\u00ed ru\u010dn\u011b. Automatizace podnikov\u00fdch proces\u016f v\u0161ak vyu\u017e\u00edv\u00e1 k pln\u011bn\u00ed t\u011bchto \u00fakol\u016f roboty, proto se pou\u017e\u00edv\u00e1 term\u00edn robotick\u00e1 automatizace proces\u016f.<\/p>\n<p>\u00dalohy RPA mus\u00ed b\u00fdt zalo\u017eeny na pravidlech a p\u0159edv\u00eddateln\u00e9. Pot\u0159ebuj\u00ed jasn\u011b definovan\u00e9 spou\u0161t\u011b\u010de, vstupy a v\u00fdstupy. Zpracov\u00e1n\u00ed v\u00fdjimek je tedy n\u011bco, co je m\u016f\u017ee vyv\u00e9st z m\u00edry. Anom\u00e1lie nebo v\u00fdjime\u010dn\u00e9 okolnosti &#8211; nebo cokoli, co vy\u017eaduje p\u0159em\u00fd\u0161len\u00ed za b\u011bhu &#8211; nejsou \u00fakoly, kter\u00e9 by RPA zvl\u00e1dla. To samoz\u0159ejm\u011b neznamen\u00e1, \u017ee by zpracov\u00e1n\u00ed v\u00fdjimek bylo ve v\u00fdvoji RPA ciz\u00edm pojmem.<\/p>\n<p>Existuje mnoho sc\u00e9n\u00e1\u0159\u016f, kdy bot nem\u016f\u017ee dokon\u010dit \u00fakol kv\u016fli probl\u00e9mu s bezpe\u010dnostn\u00edm opr\u00e1vn\u011bn\u00edm nebo ne\u00fapln\u00fdm \u00fadaj\u016fm. V\u00fdvoj\u00e1\u0159i mohou tyto v\u00fdjimky obej\u00edt. P\u0159edstavte si nap\u0159\u00edklad sc\u00e9n\u00e1\u0159, kdy vytvo\u0159\u00edte proces RPA pro p\u0159enos dat faktur do datab\u00e1ze, ale datab\u00e1ze je mimo provoz. Robotu m\u016f\u017eete na\u0159\u00eddit, aby se v ur\u010dit\u00fdch intervalech pokou\u0161el o p\u0159ipojen\u00ed, dokud se s datab\u00e1z\u00ed nespoj\u00ed. Po dosa\u017een\u00ed maxim\u00e1ln\u00edho po\u010dtu pokus\u016f v\u0161ak vyhod\u00ed obchodn\u00ed v\u00fdjimku, aby mohl situaci napravit manu\u00e1ln\u00ed pracovn\u00edk.<\/p>\n<p>To, co jsme popsali v\u00fd\u0161e, je jednoduch\u00fd sc\u00e9n\u00e1\u0159. Mo\u017en\u00e1 v\u0161ak budete muset prozkoumat inteligentn\u00ed automatizaci proces\u016f, abyste vytvo\u0159ili odoln\u011bj\u0161\u00ed a robustn\u011bj\u0161\u00ed procesy, kter\u00e9 si s v\u00fdjimkami porad\u00ed samostatn\u011b.<\/p>\n<p>Chcete-li se t\u00e9matu v\u011bnovat hloub\u011bji, p\u0159e\u010dt\u011bte si na\u0161eho <a href=\"https:\/\/www.zaptest.com\/cs\/kompletni-pruvodce-robotickou-automatizaci-procesu-rpa\">kompletn\u00edho pr\u016fvodce robotickou automatizac\u00ed proces\u016f (RPA<\/a>).<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Co_je_inteligentni_automatizace_procesu_IPA\"><\/span><strong>Co je inteligentn\u00ed automatizace proces\u016f (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=\"Co je software RPA? (software pro robotickou automatizaci proces\u016f)\" 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\u00ed automatizace proces\u016f ozna\u010duje kombinaci technologi\u00ed, kter\u00e9 pom\u00e1haj\u00ed podnik\u016fm automatizovat st\u00e1vaj\u00edc\u00ed pracovn\u00ed postupy a procesy. Spole\u010dnost McKinsey ji\u017e v roce 2017 upozornila na v\u00fdhody inteligentn\u00ed automatizace. Konzulta\u010dn\u00ed firma vydala hojn\u011b vyu\u017e\u00edvan\u00fd dokument <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\">dokumentu<\/a> je pops\u00e1no p\u011bt z\u00e1kladn\u00edch technologi\u00ed, kter\u00e9 spole\u010dn\u011b umo\u017e\u0148uj\u00ed inteligentn\u00ed automatizaci.<\/p>\n<p>&nbsp;<\/p>\n<p>Jsou to:<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Roboticka_automatizace_procesu_RPA\"><\/span><strong>1. Robotick\u00e1 automatizace proces\u016f (RPA):  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Soubor n\u00e1stroj\u016f, kter\u00e9 prov\u00e1d\u011bj\u00ed p\u0159edv\u00eddateln\u00e9, opakuj\u00edc\u00ed se a p\u0159esn\u011b definovan\u00e9 \u00fakoly, kter\u00e9 byly tradi\u010dn\u011b dom\u00e9nou lidsk\u00fdch pracovn\u00edk\u016f.<\/p>\n<h3><\/h3>\n<h3><span class=\"ez-toc-section\" id=\"2_Strojove_uceni_a_pokrocila_analytika\"><\/span><strong>2. Strojov\u00e9 u\u010den\u00ed a pokro\u010dil\u00e1 analytika:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Pokro\u010dil\u00e9 algoritmy, kter\u00e9 jsou vy\u0161koleny k vyhled\u00e1v\u00e1n\u00ed vzor\u016f v rozs\u00e1hl\u00fdch souborech historick\u00fdch dat, tak\u017ee mohou poskytovat poznatky a p\u0159edpov\u011bdi s rychlost\u00ed a p\u0159esnost\u00ed, kter\u00e9 jsou pro lidsk\u00e9 v\u00fdzkumn\u00edky nemo\u017en\u00e9.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Generatory_prirozeneho_jazyka_NLG\"><\/span><strong>3. Gener\u00e1tory p\u0159irozen\u00e9ho jazyka (NLG)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Jak dokl\u00e1d\u00e1 \u00fasp\u011bch n\u00e1stroj\u016f, jako jsou ChatGPT a Pi, gener\u00e1tory p\u0159irozen\u00e9ho jazyka mohou vytv\u00e1\u0159et text a dal\u0161\u00ed kreativy, kter\u00e9 usnad\u0148uj\u00ed komunikaci mezi lidmi a technologiemi.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Inteligentni_pracovni_postupy\"><\/span><strong>4. Inteligentn\u00ed pracovn\u00ed postupy:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Software pro obchodn\u00ed procesy, kter\u00fd \u0159\u00edd\u00ed pracovn\u00ed postupy mezi lidmi a stroji a zaji\u0161\u0165uje hladk\u00e9 doru\u010dov\u00e1n\u00ed, sledov\u00e1n\u00ed a vykazov\u00e1n\u00ed.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Kognitivni_agenti\"><\/span><strong>5. Kognitivn\u00ed agenti:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Inteligentn\u00ed chatboti, kte\u0159\u00ed vyu\u017e\u00edvaj\u00ed kombinaci ML a NLP k zaji\u0161t\u011bn\u00ed automatizovan\u00fdch z\u00e1stupc\u016f z\u00e1kaznick\u00e9ho servisu, kte\u0159\u00ed sni\u017euj\u00ed z\u00e1t\u011b\u017e obsluhy a v n\u011bkter\u00fdch p\u0159\u00edpadech vynikaj\u00ed v prodeji a porozum\u011bn\u00ed z\u00e1kazn\u00edk\u016fm.<\/p>\n<p>V\u00fd\u0161e uveden\u00e9 technologie jsou z\u00e1kladn\u00edmi stavebn\u00edmi kameny, kter\u00e9 tvo\u0159\u00ed \u0159e\u0161en\u00ed IPA. A\u010dkoli se to nazna\u010duje, do seznamu n\u00e1stroj\u016f, kter\u00e9 tvo\u0159\u00ed technologii IPA, bychom p\u0159idali tak\u00e9 <a href=\"https:\/\/www.zaptest.com\/cs\/pocitacove-videni-je-budoucnosti-automatizace-testovani-softwaru-historie-soucasnost-a-budoucnost\">technologii po\u010d\u00edta\u010dov\u00e9ho vid\u011bn\u00ed (CVT<\/a> ).<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Podobnosti_mezi_RPA_a_IPA\"><\/span><strong>Podobnosti mezi 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 proces\u016f, aplikac\u00ed a operac\u00ed, kter\u00e9 RPA (robotick\u00e1 automatizace proces\u016f) zvl\u00e1dne a automatizuje!\" 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>A\u010dkoli RPA a IPA jsou odli\u0161n\u00e9 technologick\u00e9 kategorie, v ur\u010dit\u00e9 m\u00ed\u0159e se vz\u00e1jemn\u011b prol\u00ednaj\u00ed. Zde jsou n\u011bkter\u00e9 podobnosti mezi RPA a IPA.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Oba_jsou_automatizacni_nastroje\"><\/span><strong>1. Oba jsou automatiza\u010dn\u00ed n\u00e1stroje<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Nejz\u0159eteln\u011bj\u0161\u00ed souvislost mezi RPA a IPA spo\u010d\u00edv\u00e1 v tom, \u017ee oba n\u00e1stroje slou\u017e\u00ed k automatizaci podnikov\u00fdch proces\u016f. A\u010dkoli ka\u017ed\u00e9 \u0159e\u0161en\u00ed m\u00e1 sv\u016fj vlastn\u00ed p\u0159\u00edstup a vyu\u017e\u00edv\u00e1 r\u016fzn\u00e9 typy technologi\u00ed k dosa\u017een\u00ed sv\u00fdch c\u00edl\u016f, jejich podstatou je zvl\u00e1dnout \u00fakoly, kter\u00e9 tradi\u010dn\u011b vykon\u00e1vaj\u00ed lid\u00e9, a naj\u00edt zp\u016fsoby, jak je prov\u00e1d\u011bt efektivn\u011bji, \u00fasporn\u011bji a p\u0159esn\u011bji.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_RPA_je_ustredni_soucasti_IPA\"><\/span><strong>2. RPA je \u00fast\u0159edn\u00ed sou\u010d\u00e1st\u00ed IPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Dal\u0161\u00ed d\u016fle\u017eitou podobnost\u00ed mezi ob\u011bma technologiemi je skute\u010dnost, \u017ee RPA je kl\u00ed\u010dovou sou\u010d\u00e1st\u00ed IPA. A\u010dkoli strojov\u00e9 u\u010den\u00ed a dal\u0161\u00ed technologie, kter\u00e9 napodobuj\u00ed lidsk\u00e9 pozn\u00e1v\u00e1n\u00ed, jsou kl\u00ed\u010dovou sou\u010d\u00e1st\u00ed IPA, automatizace je postavena na z\u00e1kladn\u00edm kameni RPA.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_RPA_a_IPA_maji_podobne_vyhody\"><\/span><strong>3. RPA a IPA maj\u00ed podobn\u00e9 v\u00fdhody<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>RPA a IPA maj\u00ed tak\u00e9 mnoho spole\u010dn\u00fdch obchodn\u00edch v\u00fdhod. Podnik\u016fm nap\u0159\u00edklad pom\u00e1haj\u00ed sni\u017eovat n\u00e1klady, \u0161et\u0159it \u010das, zvy\u0161ovat produktivitu, zvy\u0161ovat spokojenost zam\u011bstnanc\u016f s prac\u00ed, dodr\u017eovat normy, zlep\u0161ovat slu\u017eby a omezovat lidsk\u00e9 chyby.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Rozdily_mezi_RPA_a_IPA\"><\/span><strong>Rozd\u00edly mezi 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 automatizace proces\u016f) - definice, v\u00fdznam, co je to iot a mnoho dal\u0161\u00edho\" 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>I kdy\u017e maj\u00ed RPA a IPA mnoho spole\u010dn\u00e9ho, je t\u0159eba si uv\u011bdomit n\u011bkter\u00e9 rozd\u00edly.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Skalovatelnost\"><\/span><strong>#1. \u0160k\u00e1lovatelnost<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Zat\u00edmco RPA vynik\u00e1 v automatizaci diskr\u00e9tn\u00edch \u00fakol\u016f, orchestrace slo\u017eit\u00fdch pracovn\u00edch postup\u016f nebo zpracov\u00e1n\u00ed nestrukturovan\u00fdch dat je b\u011b\u017enou v\u00fdzvou. IPA nab\u00edz\u00ed kombinaci n\u00e1stroj\u016f, kter\u00e9 pom\u00e1haj\u00ed \u0159e\u0161it \u00fazk\u00e1 m\u00edsta \u0161k\u00e1lov\u00e1n\u00ed, jako jsou nestrukturovan\u00e1 data nebo rozhodov\u00e1n\u00ed.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Uceni_a_adaptace_v_realnem_case\"><\/span><strong>#2. U\u010den\u00ed a adaptace v re\u00e1ln\u00e9m \u010dase<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>RPA je ide\u00e1ln\u00edm \u0159e\u0161en\u00edm pro \u00fakoly, kter\u00e9 prob\u00edhaj\u00ed p\u0159edv\u00eddateln\u011b a krok za krokem. Podle definice se \u0159\u00edd\u00ed pokyny. Na druhou stranu se IPA m\u016f\u017ee u\u010dit a p\u0159izp\u016fsobovat v re\u00e1ln\u00e9m \u010dase d\u00edky funkc\u00edm, jako je ML.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Zpravodajstvi\"><\/span><strong>#3. Zpravodajstv\u00ed<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Inteligenci je obt\u00ed\u017en\u00e9 definovat. V\u0161ichni v\u0161ak ch\u00e1peme, \u017ee lidsk\u00e9 my\u0161len\u00ed vyu\u017e\u00edv\u00e1 r\u016fzn\u00e9 n\u00e1stroje, jako je logika, uva\u017eov\u00e1n\u00ed, u\u010den\u00ed, pl\u00e1nov\u00e1n\u00ed a \u0159e\u0161en\u00ed probl\u00e9m\u016f, aby na z\u00e1klad\u011b informac\u00ed vytv\u00e1\u0159elo odpov\u011bdi nebo p\u0159edpov\u011bdi.<\/p>\n<p>N\u00e1stroje RPA mohou zpracov\u00e1vat informace, ale pouze na z\u00e1klad\u011b p\u0159\u00edsn\u00e9ho souboru pravidel. V podstat\u011b pou\u017e\u00edv\u00e1 logiku if\/then\/else pro zpracov\u00e1n\u00ed obchodn\u00edch proces\u016f. RPA v podstat\u011b napodobuje lidsk\u00e9 pozn\u00e1v\u00e1n\u00ed, ale jen proto, \u017ee m\u00e1 k dispozici mapu.<\/p>\n<p>Inteligentn\u00ed automatizace naproti tomu zpracov\u00e1v\u00e1 data zp\u016fsobem, kter\u00fd se v\u00edce podob\u00e1 lidsk\u00e9mu pozn\u00e1v\u00e1n\u00ed. Proto\u017ee inteligentn\u00ed automatiza\u010dn\u00ed n\u00e1stroje vyu\u017e\u00edvaj\u00ed um\u011blou inteligenci, mohou p\u0159ekro\u010dit hranice dodr\u017eov\u00e1n\u00ed pokyn\u016f a p\u0159izp\u016fsobit se m\u011bn\u00edc\u00edm se okolnostem, nestrukturovan\u00fdm dat\u016fm a dal\u0161\u00edm v\u00fdjime\u010dn\u00fdm faktor\u016fm, kter\u00e9 mohou n\u00e1stroj\u016fm RPA zp\u016fsobit pot\u00ed\u017ee.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Zpracovani_nestrukturovanych_dat\"><\/span><strong>#4. Zpracov\u00e1n\u00ed nestrukturovan\u00fdch dat<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>RPA pom\u00e1h\u00e1 t\u00fdm\u016fm \u0159e\u0161it deterministick\u00e9 \u00fakoly. Jako takov\u00fd se spol\u00e9h\u00e1 na p\u0159edv\u00eddateln\u00e9 vstupy, jako jsou strukturovan\u00e1 data. Pokud v\u0161ak jde o pr\u00e1ci s nestrukturovan\u00fdmi daty nebo s jak\u00fdmikoliv informacemi, kter\u00e9 se vymykaj\u00ed, dost\u00e1v\u00e1me se na horn\u00ed hranici mo\u017enost\u00ed n\u00e1stroj\u016f RPA.<\/p>\n<p>Pr\u00e1ce se strukturovan\u00fdmi daty \u010dasto p\u0159ipad\u00e1 na manu\u00e1ln\u00ed pracovn\u00edky. Vzhledem k tomu, \u017ee se jedn\u00e1 o pom\u011brn\u011b rozs\u00e1hl\u00e9 rozhodov\u00e1n\u00ed a interpretaci, m\u00e1 smysl pou\u017e\u00edvat lidsk\u00e9 pozn\u00e1n\u00ed. Inteligentn\u00ed automatizace si v\u0161ak porad\u00ed i s nestrukturovan\u00fdmi daty d\u00edky vyu\u017eit\u00ed technologi\u00ed um\u011bl\u00e9 inteligence, jako je strojov\u00e9 u\u010den\u00ed.<\/p>\n<p>Stoj\u00ed za zm\u00ednku, \u017ee n\u00e1stroje RPA lze pou\u017e\u00edt k p\u0159em\u011bn\u011b nestrukturovan\u00fdch dat na data strukturovan\u00e1. Nap\u0159\u00edklad pou\u017eit\u00ed n\u00e1stroj\u016f pro zpracov\u00e1n\u00ed p\u0159irozen\u00e9ho jazyka (NLP) nebo optick\u00e9 rozpozn\u00e1v\u00e1n\u00ed znak\u016f (OCR) pom\u00e1h\u00e1 p\u0159ev\u00e9st tato data do podoby, se kterou m\u016f\u017ee pracovat RPA. Vzhledem k povaze nestrukturovan\u00fdch dat je v\u0161ak tento proces slo\u017eit\u00fd a vy\u017eaduje vytvo\u0159en\u00ed v\u00edce \u0161ablon, kter\u00e9 by tuto \u00falohu zvl\u00e1dly. Tato skute\u010dnost m\u016f\u017ee v\u00e9st k probl\u00e9m\u016fm se \u0161k\u00e1lov\u00e1n\u00edm \u0159e\u0161en\u00ed RPA.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_RPA_je_nakladove_efektivnejsi\"><\/span><strong>#5. RPA je n\u00e1kladov\u011b efektivn\u011bj\u0161\u00ed<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>N\u00e1stroje IA maj\u00ed sice \u0161ir\u0161\u00ed z\u00e1b\u011br ne\u017e software RPA, ale za tyto dopl\u0148ky se plat\u00ed. Jedn\u00edm z nejp\u0159ita\u017eliv\u011bj\u0161\u00edch aspekt\u016f automatiza\u010dn\u00edch n\u00e1stroj\u016f je jejich prokazateln\u00e1 \u00faspora n\u00e1klad\u016f. Vzhledem k jejich relativn\u00edm cen\u00e1m je v\u0161ak software RPA pro v\u011bt\u0161inu trhu dostupn\u011bj\u0161\u00ed.<\/p>\n<p>Inteligentn\u00ed automatizace je flexibiln\u011bj\u0161\u00ed \u0159e\u0161en\u00ed, kter\u00e9 m\u016f\u017ee fungovat v \u0161ir\u0161\u00edm spektru prost\u0159ed\u00ed. Ne ka\u017ed\u00e1 firma m\u00e1 v\u0161ak komplexn\u00ed po\u017eadavky na automatizaci. V z\u00e1vislosti na rozsahu podnikov\u00fdch proces\u016f, kter\u00e9 pot\u0159ebujete automatizovat, mohou \u0159e\u0161en\u00ed RPA poskytnout v\u0161e, co pot\u0159ebujete.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_RPA_je_rychlejsi_na_implementaci\"><\/span><strong>#6. RPA je rychlej\u0161\u00ed na implementaci<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Inteligentn\u00ed automatiza\u010dn\u00ed n\u00e1stroje poskytuj\u00ed \u0159e\u0161en\u00ed \u0161irok\u00e9 \u0161k\u00e1ly probl\u00e9m\u016f. Pokud v\u0161ak jde o rychlou implementaci, st\u00e1v\u00e1 se tato slo\u017eitost m\u00edrn\u00fdm negativem. N\u00e1stroje RPA jsou jednodu\u0161\u0161\u00ed, a proto je jejich implementace m\u00e9n\u011b n\u00e1kladn\u00e1 a \u010dasov\u011b n\u00e1ro\u010dn\u00e1. Vedouc\u00edm pracovn\u00edk\u016fm, kte\u0159\u00ed jsou pod tlakem, aby dos\u00e1hli digit\u00e1ln\u00ed transformace nap\u0159\u00ed\u010d sv\u00fdmi podniky, mohou \u0159e\u0161en\u00ed RPA nab\u00eddnout rychlej\u0161\u00ed cestu k vytv\u00e1\u0159en\u00ed hodnoty.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_Nastroje_IPA_maji_strmejsi_krivku_uceni\"><\/span><strong>#7. N\u00e1stroje IPA maj\u00ed strm\u011bj\u0161\u00ed k\u0159ivku u\u010den\u00ed.<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Relativn\u00ed slo\u017eitost t\u011bchto n\u00e1stroj\u016f op\u011bt p\u0159in\u00e1\u0161\u00ed v\u00fdhody i nev\u00fdhody. P\u0159ijet\u00ed n\u00e1stroj\u016f IPA ze sv\u00e9 podstaty vy\u017eaduje vysoce technick\u00e9 funkce, jako je strojov\u00e9 u\u010den\u00ed.<\/p>\n<p>Nad\u011bje pro netechnick\u00e9 t\u00fdmy st\u00e1le existuje. Poradensk\u00e9 firmy zab\u00fdvaj\u00edc\u00ed se inteligentn\u00ed automatizac\u00ed mohou prov\u00e9st velkou \u010d\u00e1st t\u011b\u017ek\u00e9 pr\u00e1ce a navrhnout proces. N\u00e1stroje IA jsou nav\u00edc den ode dne u\u017eivatelsky p\u0159\u00edv\u011btiv\u011bj\u0161\u00ed.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Priklady_inteligentni_automatizace_procesu_a_pripady_pouziti_v_prumyslu\"><\/span><strong>P\u0159\u00edklady inteligentn\u00ed automatizace proces\u016f a p\u0159\u00edpady pou\u017eit\u00ed v pr\u016fmyslu<\/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\u017eit\u00ed rpa v telekomunikac\u00edch\" 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>Podle pr\u016fzkumu bude v <a href=\"https:\/\/explodingtopics.com\/blog\/data-generated-per-day\">roce 2023 vytvo\u0159eno 120 zettabajt\u016f dat<\/a>. Objem dat, kter\u00e1 se celosv\u011btov\u011b vytv\u00e1\u0159ej\u00ed, se ka\u017edoro\u010dn\u011b zvy\u0161uje p\u0159ibli\u017en\u011b o 20 a\u017e 25 %. Podle MIT Sloan <a href=\"https:\/\/mitsloan.mit.edu\/ideas-made-to-matter\/tapping-power-unstructured-data\">je p\u0159ibli\u017en\u011b 80 % t\u011bchto dat nestrukturovan\u00fdch<\/a>. Zat\u00edmco n\u00e1stroje RPA umo\u017enily spole\u010dnostem hodn\u011b pr\u00e1ce se strukturovan\u00fdmi daty, je jasn\u00e9, \u017ee text, zvuk, videa, e-maily, obsah soci\u00e1ln\u00edch m\u00e9di\u00ed, protokoly server\u016f, z\u00e1znamy senzor\u016f a satelitn\u00ed sn\u00edmky mohou nab\u00eddnout pozoruhodn\u00e9 mo\u017enosti.<\/p>\n<p>Nejlep\u0161\u00edm zp\u016fsobem, jak pochopit mo\u017enosti inteligentn\u00ed automatizace podniku, jsou praktick\u00e9, re\u00e1ln\u00e9 p\u0159\u00edklady a p\u0159\u00edpady pou\u017eit\u00ed. Zde je n\u011bkolik zp\u016fsob\u016f, jak m\u016f\u017ee inteligentn\u00ed automatiza\u010dn\u00ed technologie pomoci v jednotliv\u00fdch odv\u011btv\u00edch.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Zakaznicky_servis\"><\/span><strong>1. Z\u00e1kaznick\u00fd servis<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>O\u010dek\u00e1v\u00e1n\u00ed z\u00e1kazn\u00edk\u016f v oblasti slu\u017eeb se v posledn\u00edch letech v\u00fdrazn\u011b zv\u00fd\u0161ila. Modern\u00ed z\u00e1kazn\u00edk vy\u017eaduje neust\u00e1le dostupn\u00e9 samoobslu\u017en\u00e9 slu\u017eby s vysokou m\u00edrou personalizace. Inteligentn\u00ed automatizace pom\u00e1h\u00e1 firm\u00e1m nab\u00edzet o\u010dek\u00e1vanou \u00farove\u0148 p\u00e9\u010de na m\u00edru bez vysok\u00fdch re\u017eijn\u00edch n\u00e1klad\u016f spojen\u00fdch s lidsk\u00fdmi pracovn\u00edky.<\/p>\n<p>Chatboti vyu\u017e\u00edvaj\u00edc\u00ed procesory p\u0159irozen\u00e9ho jazyka a propojen\u00ed s platformami pro \u0159\u00edzen\u00ed vztah\u016f se z\u00e1kazn\u00edky (CRM) mohou nab\u00eddnout vynikaj\u00edc\u00ed z\u00e1kaznick\u00e9 zku\u0161enosti. Ve spojen\u00ed s automatizovan\u00fdm zpracov\u00e1n\u00edm e-mail\u016f, prediktivn\u00ed anal\u00fdzou a anal\u00fdzou sentimentu z\u00edsk\u00e1vaj\u00ed firmy v\u0161esm\u011brovou p\u00e9\u010di, kter\u00e1 p\u0159edv\u00edd\u00e1 probl\u00e9my a pom\u00e1h\u00e1 udr\u017eet si z\u00e1kazn\u00edky.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Zdravotni_pece\"><\/span><strong>2. Zdravotn\u00ed p\u00e9\u010de<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Zdravotnictv\u00ed se v\u00fdznamn\u011b pod\u00edl\u00ed na zav\u00e1d\u011bn\u00ed inteligentn\u00ed automatizace. Celosv\u011btov\u00e1 nemocnost znamen\u00e1, \u017ee nemocnice jsou st\u00e1le vyt\u00ed\u017een\u011bj\u0161\u00ed a mnoh\u00e9 z nich pod t\u00edmto tlakem sk\u0159\u00edpou. Napjat\u00e9 rozpo\u010dty a p\u0159et\u00ed\u017een\u00fd person\u00e1l zd\u016fraz\u0148uj\u00ed pot\u0159ebu vy\u0161\u0161\u00ed provozn\u00ed efektivity, zejm\u00e9na v oblasti administrativn\u00edch \u00fakon\u016f, jako je registrace pacient\u016f, zpracov\u00e1n\u00ed poji\u0161t\u011bn\u00ed, pl\u00e1nov\u00e1n\u00ed, fakturace a dal\u0161\u00ed.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Finance\"><\/span><strong>3. Finance<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Odv\u011btv\u00ed financ\u00ed si pr\u00e1vem z\u00edskalo pov\u011bst \u0161pi\u010dkov\u00e9ho odv\u011btv\u00ed v oblasti nejmodern\u011bj\u0161\u00edch technologi\u00ed. Odv\u011btv\u00ed, kter\u00e9 si technologii RPA osvojilo jako prvn\u00ed, pokra\u010duje v hled\u00e1n\u00ed zp\u016fsob\u016f, jak zv\u00fd\u0161it efektivitu a splnit regula\u010dn\u00ed z\u00e1t\u011b\u017e. Inteligentn\u00ed automatizace se pou\u017e\u00edv\u00e1 nap\u0159\u00ed\u010d finan\u010dn\u00edm sektorem, aby pomohla s odhalov\u00e1n\u00edm podvod\u016f a dodr\u017eov\u00e1n\u00edm p\u0159edpis\u016f. Technologie v\u0161ak pom\u00e1haj\u00ed tak\u00e9 p\u0159i provozu a st\u00e1le v\u00edce zjednodu\u0161uj\u00ed rozhodov\u00e1n\u00ed o \u017e\u00e1dostech o \u00fav\u011br a dal\u0161\u00ed. Krom\u011b toho m\u016f\u017ee tak\u00e9 automatizovat <a href=\"https:\/\/www.zaptest.com\/cs\/kompletni-pruvodce-automatizaci-testovani-softwaru\">testov\u00e1n\u00ed softwaru<\/a> a pom\u00e1hat finan\u010dn\u00edm instituc\u00edm vytv\u00e1\u0159et software na m\u00edru.<\/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\u00edch letech vzrostlo pov\u011bdom\u00ed ve\u0159ejnosti o probl\u00e9mech dodavatelsk\u00e9ho \u0159et\u011bzce v d\u016fsledku nedostatku kapacit, inflace a v\u0161eobecn\u00e9 krize \u017eivotn\u00edch n\u00e1klad\u016f. V\u00fdrobci mus\u00ed p\u0159ijmout digit\u00e1ln\u00ed transformaci, proto\u017ee n\u00e1kupn\u00ed preference se vyv\u00edjej\u00ed a obchodn\u00ed dynamika se m\u011bn\u00ed. Tato skute\u010dnost je zvl\u00e1\u0161t\u011b patrn\u00e1 v nov\u011b industrializovan\u00fdch nebo rozvojov\u00fdch zem\u00edch.<\/p>\n<p>RPA a IPA mohou podnik\u016fm v t\u011bchto oblastech pomoci p\u0159eklenout tuto mezeru a zlep\u0161it procesy a organizaci v cel\u00e9m hodnotov\u00e9m \u0159et\u011bzci. Automatizace v\u00fdrobn\u00edch objedn\u00e1vek, pochopen\u00ed a p\u0159izp\u016fsoben\u00ed se m\u011bn\u00edc\u00edm se preferenc\u00edm z\u00e1kazn\u00edk\u016f, zlep\u0161en\u00ed logistiky a sn\u00ed\u017een\u00ed pl\u00fdtv\u00e1n\u00ed jsou jen n\u011bkter\u00e9 oblasti, kter\u00e9 mohou t\u011b\u017eit z n\u00e1stroj\u016f poh\u00e1n\u011bn\u00fdch um\u011blou inteligenc\u00ed.<\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Jsou_inteligentni_automatizace_procesu_a_hyperautomatizace_totez\"><\/span><strong>Jsou inteligentn\u00ed automatizace proces\u016f a hyperautomatizace tot\u00e9\u017e?<\/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 testov\u00e1n\u00ed vs. beta testov\u00e1n\u00ed\" 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>A\u010dkoli mnoho odborn\u00edk\u016f pou\u017e\u00edv\u00e1 inteligentn\u00ed automatizaci proces\u016f a <a href=\"https:\/\/www.zaptest.com\/hyperautomation\">hyperautomatizaci<\/a> zam\u011bniteln\u011b, jedn\u00e1 se o odli\u0161n\u00e9 pojmy. Zmatek je pochopiteln\u00fd. Oba obory stoj\u00ed v \u010dele automatizace IT a podnikov\u00fdch proces\u016f pomoc\u00ed um\u011bl\u00e9 inteligence a dal\u0161\u00edch souvisej\u00edc\u00edch technologi\u00ed. Je v\u0161ak nutn\u00e9 pochopit rozd\u00edly mezi nimi.<\/p>\n<p>Jak bylo uvedeno v\u00fd\u0161e, inteligentn\u00ed automatizace proces\u016f vyu\u017e\u00edv\u00e1 kombinaci technologi\u00ed, jako je um\u011bl\u00e1 inteligence, ML, po\u010d\u00edta\u010dov\u00e9 vid\u011bn\u00ed, kognitivn\u00ed technologie, zpracov\u00e1n\u00ed p\u0159irozen\u00e9ho jazyka a samoz\u0159ejm\u011b RPA.<\/p>\n<p>Hyperautomatizace je naopak filozofie nebo p\u0159\u00edstup, kter\u00fd se sna\u017e\u00ed automatizovat co nejv\u00edce podnikov\u00fdch proces\u016f.<\/p>\n<p>Mnoho nejasnost\u00ed pramen\u00ed ze skute\u010dnosti, \u017ee IPA je sou\u010d\u00e1st\u00ed hyperautomatizovan\u00e9ho p\u0159\u00edstupu. Hyperautomatizace je v\u0161ak sofistikovan\u011bj\u0161\u00ed, zrychlenou verz\u00ed IA s mnohem v\u011bt\u0161\u00edm rozsahem. M\u00edsto toho, aby se hyperautomatizace zab\u00fdvala pevn\u011b stanoven\u00fdmi procesy nebo \u00fakoly, pracuje nap\u0159\u00ed\u010d platformami a technologiemi s c\u00edlem maximalizovat efektivitu podnik\u00e1n\u00ed.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Kde_se_IPA_a_RPA_protinaji_a_sblizuji\"><\/span><strong>Kde se IPA a RPA prot\u00ednaj\u00ed a sbli\u017euj\u00ed<\/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\u017eit\u00ed rpa v oblasti nemovitost\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>V\u011bt\u0161inu tohoto \u010dl\u00e1nku jsme v\u011bnovali rozeb\u00edr\u00e1n\u00ed relativn\u00edch v\u00fdhod IPA a RPA. P\u0159esto\u017ee je u\u017eite\u010dn\u00e9 tyto automatiza\u010dn\u00ed technologie rozli\u0161ovat, nen\u00ed zcela spr\u00e1vn\u00e9 o nich uva\u017eovat jako o protich\u016fdn\u00fdch nebo konkuren\u010dn\u00edch n\u00e1stroj\u00edch. Jejich schopnosti nejl\u00e9pe pochop\u00edte jako dopl\u0148kov\u00e9 automatiza\u010dn\u00ed n\u00e1stroje.<\/p>\n<p>Existuje \u0159ada bod\u016f, kde se oba n\u00e1stroje prot\u00ednaj\u00ed.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_IPA_jako_reseni_omezeni_RPA\"><\/span><strong>#1. IPA jako \u0159e\u0161en\u00ed omezen\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) auto\u0159i uv\u00e1d\u011bj\u00ed, \u017ee &#8222;roboti RPA ud\u011blaj\u00ed p\u0159esn\u011b to, co jim \u0159eknete, to je jejich nejv\u011bt\u0161\u00ed s\u00edla, ale tak\u00e9 nejv\u011bt\u0161\u00ed slabina&#8220;. Tento n\u00e1zor podtrhuje kritick\u00fd bod t\u00fdkaj\u00edc\u00ed se hranic RPA: Nestrukturovan\u00e1 data a nep\u0159edv\u00eddateln\u00e9 sc\u00e9n\u00e1\u0159e v\u0161ak znamenaj\u00ed, \u017ee podniky nemohou p\u0159ijmout \u0159e\u0161en\u00ed RPA pro ka\u017ed\u00fd \u00fakol.<\/p>\n<h2><\/h2>\n<p style=\"text-align: left;\">Strojov\u00e9 u\u010den\u00ed m\u016f\u017ee pomoci roz\u0161\u00ed\u0159it mo\u017enosti RPA zejm\u00e9na ve dvou hlavn\u00edch oblastech. Jsou to:<\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"1_Prace_s_nestrukturovanymi_daty\"><\/span><strong>1. Pr\u00e1ce s nestrukturovan\u00fdmi daty<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<h4><\/h4>\n<h4><span class=\"ez-toc-section\" id=\"2_Otevreni_dveri_k_rozhodovani_vyssiho_radu\"><\/span><strong>2. Otev\u0159en\u00ed dve\u0159\u00ed k rozhodov\u00e1n\u00ed vy\u0161\u0161\u00edho \u0159\u00e1du<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p>Za sou\u010dasn\u00e9ho stavu nejsou n\u00e1stroje RPA schopny v\u00fd\u0161e uveden\u00e9ho. Pokud je v\u0161ak automatizace roz\u0161\u00ed\u0159ena o um\u011blou inteligenci, m\u016f\u017ee se posunout na novou \u00farove\u0148.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Jako_odrazovy_mustek_k_implementaci_IPA_nebo_hyperautomatizace\"><\/span><strong>#2. Jako odrazov\u00fd m\u016fstek k implementaci IPA nebo hyperautomatizace<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Je l\u00e1kav\u00e9 uva\u017eovat o RPA, IPA a hyperautomatice jako o kontinuu. P\u0159esto by se mohlo jednat o m\u00edrn\u00e9 zjednodu\u0161en\u00ed cel\u00e9 z\u00e1le\u017eitosti. Faktem je, \u017ee jak\u00fdkoli komplexn\u00ed automatiza\u010dn\u00ed syst\u00e9m, kter\u00fd zahrnuje IPA nebo hyperautomatizaci, bude do zna\u010dn\u00e9 m\u00edry z\u00e1viset na RPA. Proto budou n\u00e1stroje RPA v t\u011bchto pokro\u010dil\u00fdch sc\u00e9n\u00e1\u0159\u00edch st\u00e1le relevantn\u00ed a nezbytn\u00e9.<\/p>\n<p>Tento argument je siln\u011bj\u0161\u00ed v souvislosti s prov\u00e1d\u011bn\u00edm. Cesta k hyperautomatice vy\u017eaduje rozs\u00e1hl\u00fd v\u00fdzkum, kter\u00e9 \u00falohy lze automatizovat. Za\u010d\u00edn\u00e1te-li s RPA, vytv\u00e1\u0159\u00edte pevn\u00fd z\u00e1klad pro typy \u00faloh, kter\u00e9 lze automatizovat. Umo\u017e\u0148uje podnik\u016fm vytv\u00e1\u0159et a testovat automatiza\u010dn\u00ed pracovn\u00ed postupy, kter\u00e9 mohou p\u0159\u00edpadn\u011b roz\u0161\u00ed\u0159it a doplnit o IPA.<\/p>\n<p>Hyperautomatizace je p\u0159\u00edstup, kter\u00fd zahrnuje automatizaci v\u0161eho, co je mo\u017en\u00e9. To, jak to bude vypadat, se bude li\u0161it podle jednotliv\u00fdch podnik\u016f. V n\u011bkter\u00fdch spole\u010dnostech m\u016f\u017ee j\u00edt o RPA, kter\u00e9mu v mal\u00e9 m\u00ed\u0159e pom\u00e1h\u00e1 um\u011bl\u00e1 inteligence, v jin\u00fdch spole\u010dnostech m\u016f\u017ee j\u00edt o plnohodnotn\u00fd, komplexn\u00ed automatiza\u010dn\u00ed stroj s minim\u00e1ln\u00edm lidsk\u00fdm vstupem.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Prediktivni_analyza_a_rozhodovani\"><\/span><strong>#3. Prediktivn\u00ed anal\u00fdza a rozhodov\u00e1n\u00ed<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>RPA prov\u00e1d\u00ed definovan\u00e9 \u00falohy na z\u00e1klad\u011b ur\u010dit\u00fdch spou\u0161t\u011b\u010d\u016f nebo vstup\u016f. Kdy\u017e vezmeme v \u00favahu n\u011bkter\u00e9 v\u00fdhody IPA, jako je anal\u00fdza sentimentu, zpracov\u00e1n\u00ed p\u0159irozen\u00e9ho jazyka, technologie po\u010d\u00edta\u010dov\u00e9ho vid\u011bn\u00ed a schopnosti ML, je jasn\u00e9, \u017ee tato technologie bude schopna zpracovat velk\u00e9 mno\u017estv\u00ed chaotick\u00fdch dat a p\u0159em\u011bnit je na strukturovan\u00e9 informace, kter\u00e9 mohou slou\u017eit jako tyto spou\u0161t\u011b\u010de nebo vstupy.<\/p>\n<p>Mo\u017enosti jsou zde ohromuj\u00edc\u00ed. Jak jsme vid\u011bli ve zdravotnictv\u00ed, v\u00fdzkum prok\u00e1zal, \u017ee <a href=\"https:\/\/www.nature.com\/articles\/s41571-020-0329-7\">um\u011bl\u00e1 inteligence p\u0159ekonala radiology p\u0159i mamografick\u00e9m screeningu.<\/a> P\u0159esn\u00e9 prov\u00e1d\u011bn\u00ed t\u011bchto p\u0159edpov\u011bd\u00ed vy\u017eaduje dlouholet\u00e9 zku\u0161enosti a odborn\u00e9 znalosti v dan\u00e9 oblasti, kter\u00e9 opou\u0161t\u011bj\u00ed firmu, kdy\u017e n\u011bkdo odch\u00e1z\u00ed do d\u016fchodu nebo odch\u00e1z\u00ed. RPA roz\u0161\u00ed\u0159en\u00e1 o um\u011blou inteligenci m\u016f\u017ee pomoci p\u0159ekonat tento nedostatek zku\u0161enost\u00ed.<\/p>\n<p>P\u0159\u00edklad mamografick\u00e9ho screeningu je sice poutav\u00fd, ale p\u0159\u00ednosy RPA a IPA lze aplikovat na \u0159adu dal\u0161\u00edch sc\u00e9n\u00e1\u0159\u016f \u0159\u00edzen\u00ed podniku, kter\u00e9 vy\u017eaduj\u00ed kvalitn\u00ed pozn\u00e1v\u00e1n\u00ed nebo rozhodov\u00e1n\u00ed. Jakmile jsou tato rozhodnut\u00ed p\u0159ijata, mohou spustit navazuj\u00edc\u00ed \u010dinnosti prost\u0159ednictv\u00edm RPA, co\u017e p\u0159in\u00e1\u0161\u00ed neuv\u011b\u0159itelnou \u00farove\u0148 produktivity pro \u0161irokou \u0161k\u00e1lu podnik\u016f.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Pet_inteligentnich_automatizacnich_nastroju\"><\/span><strong>P\u011bt inteligentn\u00edch automatiza\u010dn\u00edch n\u00e1stroj\u016f<\/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 + sada pro automatizaci testov\u00e1n\u00ed\" 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 existuje n\u011bkolik dodavatel\u016f inteligentn\u00ed automatizace. Ka\u017ed\u00e1 z nich nab\u00edz\u00ed jedine\u010dnou kombinaci r\u016fzn\u00fdch technologi\u00ed, p\u0159\u00edstup\u016f a cen. Pod\u00edvejme se na p\u011bt nejv\u011bt\u0161\u00edch jmen 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\u00ed inteligentn\u00ed automatiza\u010dn\u00ed \u0159e\u0161en\u00ed, kter\u00e9 nab\u00edz\u00ed nejmodern\u011bj\u0161\u00ed hyperautomatizovan\u00e9 n\u00e1stroje pro automatizaci softwaru i robotick\u00fdch proces\u016f. Vyu\u017e\u00edv\u00e1 kombinaci technologie po\u010d\u00edta\u010dov\u00e9ho vid\u011bn\u00ed a RPA a pom\u00e1h\u00e1 u\u017eivatel\u016fm odhalovat a automatizovat front\u00e1ln\u00ed i back-endov\u00e9 kancel\u00e1\u0159sk\u00e9 \u00falohy. Platforma m\u00e1 vynikaj\u00edc\u00ed funkce, jako je OCR a solidn\u00ed analytick\u00e9 n\u00e1stroje. Nab\u00edz\u00ed tak\u00e9 mo\u017enost pr\u00e1ce bez k\u00f3du, bezplatn\u00e9 a podnikov\u00e9 edice, automatizaci libovoln\u00e9 aplikace nap\u0159\u00ed\u010d platformami\/prohl\u00ed\u017ee\u010di, neomezen\u00fd po\u010det licenc\u00ed a experta ZAP na pln\u00fd \u00favazek, kter\u00fd pracuje jako sou\u010d\u00e1st t\u00fdm\u016f klienta, (v r\u00e1mci podnikov\u00e9 edice).<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_IBM_Cloud_Pak_pro_automatizaci_podnikani\"><\/span>#2. IBM Cloud Pak pro automatizaci podnik\u00e1n\u00ed<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>IBM Cloud Pak je modul\u00e1rn\u00ed hybridn\u00ed cloudov\u00e9 \u0159e\u0161en\u00ed pro inteligentn\u00ed automatizaci. Tato komplexn\u00ed platforma pro automatizaci podnik\u00e1n\u00ed je vybavena \u0159adou funkc\u00ed, v\u010detn\u011b automatizace pracovn\u00edch postup\u016f, zpracov\u00e1n\u00ed dokument\u016f, vyt\u011b\u017eov\u00e1n\u00ed proces\u016f a funkc\u00ed pro spr\u00e1vu rozhodov\u00e1n\u00ed. Zahrnuje tak\u00e9 n\u00e1stroje s n\u00edzk\u00fdm a nulov\u00fdm k\u00f3dem a dobrou z\u00e1kaznickou podporu.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Platforma_pro_automatizaci_podnikani_UiPath\"><\/span>#3. Platforma pro automatizaci podnik\u00e1n\u00ed UiPath<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Spole\u010dnost UiPath roz\u0161\u00ed\u0159ila svou nab\u00eddku RPA o inteligentn\u00ed automatizaci podnik\u00e1n\u00ed. Platforma vyu\u017e\u00edv\u00e1 technologii po\u010d\u00edta\u010dov\u00e9ho vid\u011bn\u00ed a bezobslu\u017enou robotiku (podle jejich slov &#8222;roboty, kter\u00e9 \u0159\u00edd\u00ed roboty&#8220;) k dosa\u017een\u00ed t\u011bchto c\u00edl\u016f. Vyu\u017e\u00edvaj\u00ed tak\u00e9 kognitivn\u00ed vylep\u0161en\u00ed k porozum\u011bn\u00ed jazyku a nestrukturovan\u00fdm dat\u016fm. Platforma UiPath Business Automation Platform se integruje s kognitivn\u00edmi slu\u017ebami t\u0159et\u00edch stran od dodavatel\u016f, jako jsou 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 dal\u0161\u00ed cloudov\u00e1 platforma pro inteligentn\u00ed automatizaci s funkcemi IA. Firma tak\u00e9 nab\u00edz\u00ed slu\u017eby inteligentn\u00ed automatizace, kter\u00e9 t\u00fdm\u016fm pom\u00e1haj\u00ed zvl\u00e1dnout implementaci a \u00fadr\u017ebu. Krom\u011b inteligentn\u00edch n\u00e1stroj\u016f pro automatizaci robotick\u00fdch proces\u016f nab\u00edz\u00ed Blue Prism Cloud tak\u00e9 n\u00e1vrhov\u00e9 studio bez nutnosti k\u00f3dov\u00e1n\u00ed, kter\u00e9 lze p\u0159et\u00e1hnout my\u0161\u00ed, a funkci Control Room pro orchestraci automatizace pracovn\u00edch postup\u016f.<\/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, d\u0159\u00edve naz\u00fdvan\u00fd Microsoft Flow, je dal\u0161\u00ed cloudov\u00e9 \u0159e\u0161en\u00ed pro inteligentn\u00ed automatizaci bez nutnosti k\u00f3dov\u00e1n\u00ed. Bal\u00ed\u010dek nab\u00edz\u00ed funkci AI Builder, kter\u00e1 je u\u017eivatelsky p\u0159\u00edv\u011btiv\u00e1, \u0161k\u00e1lovateln\u00e1 a snadno p\u0159ipojiteln\u00e1. Velmi medializovan\u00e1 investice spole\u010dnosti Microsoft do ChatGPT ve v\u00fd\u0161i 10 miliard dolar\u016f znamen\u00e1, \u017ee poskytuje mo\u017enosti zpracov\u00e1n\u00ed p\u0159irozen\u00e9ho jazyka v kombinaci s rozhran\u00edm typu &#8222;uka\u017e a klikni&#8220;, kter\u00e9 umo\u017e\u0148uje netechnick\u00fdm t\u00fdm\u016fm vytv\u00e1\u0159et inteligentn\u00ed pracovn\u00ed postupy automatizace robotick\u00fdch proces\u016f.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Zaverecne_myslenky\"><\/span><strong>Z\u00e1v\u011bre\u010dn\u00e9 my\u0161lenky<\/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\u00ed seznam proces\u016f testov\u00e1n\u00ed softwaru\" width=\"513\" height=\"342\"><\/p>\n<p>RPA a IPA jsou odli\u0161n\u00e9 technologie. P\u0159esto se vz\u00e1jemn\u011b velmi dopl\u0148uj\u00ed. Skute\u010dn\u00e1 s\u00edla obou n\u00e1stroj\u016f spo\u010d\u00edv\u00e1 v jejich schopnosti dopl\u0148ovat nejen lidsk\u00e9 pracovn\u00edky, ale tak\u00e9 jeden druh\u00e9ho. Jak ukazuj\u00ed mnoh\u00e9 p\u0159\u00edklady inteligentn\u00ed automatizace, v\u011bt\u0161inu hlavn\u00edch \u010dinnost\u00ed, kter\u00e9 IA umo\u017e\u0148uje, mohou vykon\u00e1vat digit\u00e1ln\u00ed pracovn\u00edci a roboti. \u00dasp\u011b\u0161n\u00e1 automatizace vy\u017eaduje rozd\u011blen\u00ed a pochopen\u00ed st\u00e1vaj\u00edc\u00edch pracovn\u00edch postup\u016f. RPA m\u016f\u017ee zohlednit mnoho z t\u011bchto slo\u017eek.<\/p>\n<p>Stoj\u00edme na prahu vzru\u0161uj\u00edc\u00ed \u00e9ry ve sv\u011bt\u011b pr\u00e1ce, kde lidsk\u00e9 kognitivn\u00ed schopnosti m\u016f\u017ee doplnit um\u011bl\u00e1 inteligence. Digit\u00e1ln\u00ed transformace je opr\u00e1vn\u011bn\u011b prioritou pro podniky v rozvinut\u00fdch i rozvojov\u00fdch zem\u00edch. P\u0159ijet\u00ed n\u00e1stroj\u016f IPA a RPA bude tvo\u0159it \u00fast\u0159edn\u00ed \u010d\u00e1st t\u011bchto zm\u011bn a umo\u017en\u00ed nep\u0159edstavitelnou produktivitu.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ve vynikaj\u00edc\u00edm \u010dl\u00e1nku Od robotick\u00e9 automatizace proces\u016f k inteligentn\u00ed automatizaci proces\u016f (Chakraborti, 2020) se autor zam\u00fd\u0161l\u00ed nad t\u00edm, jak robotick\u00e1 automatizace proces\u016f (RPA) v posledn\u00edm desetilet\u00ed fascinuj\u00edc\u00edm zp\u016fsobem posunula efektivitu podnikov\u00fdch proces\u016f. Podle n\u011bj se v\u0161ak nyn\u00ed nach\u00e1z\u00edme v &#8222;bod\u011b zlomu&#8220; tohoto technologick\u00e9ho trendu, kdy se inteligentn\u00ed automatizace st\u00e1v\u00e1 logick\u00fdm pokra\u010dov\u00e1n\u00edm RPA. Chakraborti uv\u00e1d\u00ed nov\u00e9 [&hellip;]<\/p>\n","protected":false},"author":14624,"featured_media":64848,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"none","_seopress_titles_title":"Inteligentn\u00ed automatizace proces\u016f vs. RPA - rozd\u00edly\/p\u0159ekr\u00fdv\u00e1n\u00ed","_seopress_titles_desc":"Od toho, co to je, jak\u00e9 procesy automatizuj\u00ed, jak se li\u0161\u00ed a jak se prol\u00ednaj\u00ed, a\u017e po n\u00e1stroje, se dozv\u00edte v\u0161e o debat\u011b Inteligentn\u00ed automatizace proces\u016f 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":[462],"tags":[],"class_list":{"0":"post-64894","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ai-cs"},"acf":{"short_name":"Inteligentn\u00ed automatizace proces\u016f vs. RPA"},"_links":{"self":[{"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/posts\/64894","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/users\/14624"}],"replies":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/comments?post=64894"}],"version-history":[{"count":0,"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/posts\/64894\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/media\/64848"}],"wp:attachment":[{"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/media?parent=64894"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/categories?post=64894"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.zaptest.com\/cs\/wp-json\/wp\/v2\/tags?post=64894"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}