{"id":65375,"date":"2023-09-01T19:05:07","date_gmt":"2023-09-01T19:05:07","guid":{"rendered":"https:\/\/www.zaptest.com\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek"},"modified":"2023-09-01T19:05:07","modified_gmt":"2023-09-01T19:05:07","slug":"rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek","status":"publish","type":"post","link":"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek","title":{"rendered":"RPA vs. AI &#8211; k\u00fcl\u00f6nbs\u00e9gek, k\u00f6z\u00f6s von\u00e1sok, eszk\u00f6z\u00f6k \u00e9s \u00e1tfed\u00e9sek\/\u00e1tfed\u00e9sek"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Az RPA \u00e9s az AI k\u00e9t izgalmas \u00e9s innovat\u00edv informatikai alkalmaz\u00e1s a digit\u00e1lis \u00e1talakul\u00e1s forradalm\u00e1nak \u00e9lvonal\u00e1ban. Mindk\u00e9t technol\u00f3gia \u00e1tform\u00e1lja a munka vil\u00e1g\u00e1t az\u00e1ltal, hogy n\u00f6veli az alkalmazottak sz\u00e1m\u00e1t \u00e9s a termel\u00e9kenys\u00e9g \u00faj korszak\u00e1t ind\u00edtja el. B\u00e1r az RPA \u00e9s a mesters\u00e9ges intelligencia sz\u00e1mos hasonl\u00f3s\u00e1got \u00e9s \u00e1tfed\u00e9si pontot mutat, m\u00e9gis k\u00fcl\u00f6n\u00e1ll\u00f3 eszk\u00f6z\u00f6k, saj\u00e1t er\u0151ss\u00e9gekkel \u00e9s gyenges\u00e9gekkel.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ez a cikk felt\u00e1rja az automatiz\u00e1l\u00e1s \u00e9s a mesters\u00e9ges intelligencia k\u00f6z\u00f6tti k\u00fcl\u00f6nbs\u00e9get, \u00e9s bemutatja, hol haszn\u00e1lj\u00e1k \u0151ket, hogyan m\u0171k\u00f6dnek, \u00e9s hogyan \u00e1llnak \u00f6ssze, hogy seg\u00edtsenek a modern v\u00e1llalkoz\u00e1soknak az automatiz\u00e1lt j\u00f6v\u0151 fel\u00e9 haladni.<\/span><\/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\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#Az_RPA_es_az_AI_fogalommeghatarozasai\" >Az RPA \u00e9s az AI fogalommeghat\u00e1roz\u00e1sai<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#1_Mi_az_RPA\" >1. Mi az RPA?<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#Peldak_az_RPA-technologiara\" >P\u00e9ld\u00e1k az RPA-technol\u00f3gi\u00e1ra<\/a><\/li><\/ul><\/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\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#2_Mi_az_AI\" >2. Mi az AI?<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#Peldak_az_AI_technologiara\" >P\u00e9ld\u00e1k az AI technol\u00f3gi\u00e1ra<\/a><\/li><\/ul><\/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\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#3_RPA_vs_AI_vs_ML\" >3. RPA vs AI vs ML<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#Az_AI_es_az_RPA_alkalmazasai\" >Az AI \u00e9s az RPA alkalmaz\u00e1sai<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#1_A_mesterseges_intelligencia_alkalmazasai\" >1. A mesters\u00e9ges intelligencia alkalmaz\u00e1sai<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#2_Az_RPA_alkalmazasai\" >2. Az RPA alkalmaz\u00e1sai<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#AI_es_RPA_RPA_Kulonbsegek_es_hasonlosagok\" >AI \u00e9s RPA: RPA: K\u00fcl\u00f6nbs\u00e9gek \u00e9s hasonl\u00f3s\u00e1gok<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#Mi_a_kulonbseg_az_AI_es_az_RPA_kozott\" >Mi a k\u00fcl\u00f6nbs\u00e9g az AI \u00e9s az RPA k\u00f6z\u00f6tt?<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#1_Fejlesztes\" >1. Fejleszt\u00e9s<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#2_Gondolkodas_vs_cselekves\" >2. Gondolkod\u00e1s vs. cselekv\u00e9s<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#3_A_belepes_akadalya\" >3. A bel\u00e9p\u00e9s akad\u00e1lya<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#4_Alkalmazas_a_munkakornyezetben\" >4. Alkalmaz\u00e1s a munkak\u00f6rnyezetben<\/a><\/li><\/ul><\/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\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#Mi_a_hasonlosag_az_AI_es_az_RPA_kozott\" >Mi a hasonl\u00f3s\u00e1g az AI \u00e9s az RPA k\u00f6z\u00f6tt?<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#1_Automata\" >1. Automata<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#2_Integracio\" >2. Integr\u00e1ci\u00f3<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#3_Hibacsokkentes\" >3. Hibacs\u00f6kkent\u00e9s<\/a><\/li><\/ul><\/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\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#AI_es_RPA_Erossegek_es_gyengesegek\" >AI \u00e9s RPA: Er\u0151ss\u00e9gek \u00e9s gyenges\u00e9gek<\/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\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#1_Az_AI_erossegei_es_gyengesegei\" >1. Az AI er\u0151ss\u00e9gei \u00e9s gyenges\u00e9gei<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#AI_erossegek\" >AI er\u0151ss\u00e9gek<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#AI_gyengesegek\" >AI gyenges\u00e9gek<\/a><\/li><\/ul><\/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\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#2_Az_RPA_erossegei_es_gyengesegei\" >2. Az RPA er\u0151ss\u00e9gei \u00e9s gyenges\u00e9gei<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#RPA_erossegek\" >RPA er\u0151ss\u00e9gek<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#RPA_gyengesegek\" >RPA gyenges\u00e9gek<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#RPA_es_AI_esettanulmanyok\" >RPA \u00e9s AI esettanulm\u00e1nyok<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#1_RPA_esettanulmany\" >1. RPA esettanulm\u00e1ny<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#2_RPA_mesterseges_intelligencia_esettanulmany\" >2. RPA mesters\u00e9ges intelligencia esettanulm\u00e1ny<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#Hogyan_valasszunk_az_RPA_es_az_AI_kozott\" >Hogyan v\u00e1lasszunk az RPA \u00e9s az AI k\u00f6z\u00f6tt?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#1_forgatokonyv\" >1. forgat\u00f3k\u00f6nyv<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#RPA_hasznalata\" >RPA haszn\u00e1lata<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#2_forgatokonyv\" >2. forgat\u00f3k\u00f6nyv<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#AI_hasznalata\" >AI haszn\u00e1lata<\/a><\/li><\/ul><\/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\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#Mikor_hasznaljunk_RPA-t_es_mikor_hasznaljunk_AI-t_a_folyamatautomatizalashoz_ellenorzo_lista\" >Mikor haszn\u00e1ljunk RPA-t \u00e9s mikor haszn\u00e1ljunk AI-t a folyamatautomatiz\u00e1l\u00e1shoz ellen\u0151rz\u0151 lista<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-36\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#Hasznalja_az_RPA-t\" >Haszn\u00e1lja az RPA-t:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-37\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#Hasznalja_az_AI-t\" >Haszn\u00e1lja az AI-t:<\/a><\/li><\/ul><\/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\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#A_mesterseges_intelligencia_felvaltja_az_RPA-t\" >A mesters\u00e9ges intelligencia felv\u00e1ltja az RPA-t?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-39\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#Ahol_az_AI_es_az_RPA_talalkozik\" >Ahol az AI \u00e9s az RPA tal\u00e1lkozik<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-40\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#Hogyan_javitja_a_teszt_automatizalast_az_AI_es_az_RPA\" >Hogyan jav\u00edtja a teszt automatiz\u00e1l\u00e1st az AI \u00e9s az RPA<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-41\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#A_legjobb_teszt_automatizalasi_eszkozok_2023-ban\" >A legjobb teszt automatiz\u00e1l\u00e1si eszk\u00f6z\u00f6k 2023-ban<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-42\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#Autify\" >Autify<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-43\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#AvoAssure\" >AvoAssure<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-44\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#Cypress\" >Cypress<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-45\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#testRigor\" >testRigor<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-46\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#Dramairo\" >Dr\u00e1ma\u00edr\u00f3<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-47\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#Az_AI_es_az_RPA_jovoje\" >Az AI \u00e9s az RPA j\u00f6v\u0151je<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-48\" href=\"https:\/\/www.zaptest.com\/hu\/rpa-vs-ai-kulonbsegek-kozos-vonasok-eszkozok-es-atfedesek-atfedesek\/#AI_kontra_RPA_Zaro_gondolatok\" >AI kontra RPA: Z\u00e1r\u00f3 gondolatok<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Az_RPA_es_az_AI_fogalommeghatarozasai\"><\/span><strong>Az RPA \u00e9s az AI fogalommeghat\u00e1roz\u00e1sai<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Miel\u0151tt r\u00e1t\u00e9rn\u00e9nk az egyes alkalmaz\u00e1sok \u00e9s felhaszn\u00e1l\u00e1si esetek ismertet\u00e9s\u00e9re. <\/span><a href=\"https:\/\/www.zaptest.com\/rpa\"><br \/>\n  <span style=\"font-weight: 400;\">Robotiz\u00e1lt folyamatautomatiz\u00e1l\u00e1s (RPA)<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\"> \u00e9s a mesters\u00e9ges intelligenci\u00e1val (AI), \u00e9rdemes mindk\u00e9t fogalmat defin\u00edci\u00f3kkal megalapozni. <\/span> <\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"1_Mi_az_RPA\"><\/span><strong>1. Mi az RPA?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><img data-dominant-color=\"5d7c94\" data-has-transparency=\"false\" style=\"--dominant-color: #5d7c94;\" decoding=\"async\" class=\"aligncenter 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 folyamat, alkalmaz\u00e1s \u00e9s m\u0171velet, amit az RPA (robotiz\u00e1lt folyamatautomatiz\u00e1l\u00e1s) k\u00e9pes kezelni \u00e9s automatiz\u00e1lni!\" width=\"512\" height=\"288\" 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: 512px) 100vw, 512px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">A robotiz\u00e1lt folyamatautomatiz\u00e1l\u00e1s (RPA) olyan technol\u00f3gi\u00e1k \u00f6sszess\u00e9ge, amelyek seg\u00edtenek a kisz\u00e1m\u00edthat\u00f3, szab\u00e1lyalap\u00fa \u00fczleti folyamatok automatiz\u00e1l\u00e1s\u00e1ban.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Az \u00fczleti munkafolyamatok sz\u00e1mos feladatb\u00f3l \u00e1llnak. E feladatok n\u00e9melyike emberi d\u00f6nt\u00e9shozatalt \u00e9s \u00edt\u00e9l\u0151k\u00e9pess\u00e9get ig\u00e9nyel. Sok k\u00f6z\u00fcl\u00fck azonban megism\u00e9telhet\u0151 \u00e9s kisz\u00e1m\u00edthat\u00f3. Az RPA ezt a m\u00e1sodik kateg\u00f3ri\u00e1t automatiz\u00e1lja.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Az \u00e1ltalunk ma kedvelt \u00e9s haszn\u00e1lt szoftverek nagy r\u00e9sze szab\u00e1lyalap\u00fa. A sz\u00e1m\u00edt\u00f3g\u00e9pek kiv\u00e1l\u00f3an alkalmasak j\u00f3l meghat\u00e1rozott megb\u00edz\u00e1sok gyors \u00e9s pontos v\u00e9grehajt\u00e1s\u00e1ra. Am\u00edg a megfelel\u0151 utas\u00edt\u00e1sokat adjuk nekik, addig k\u00e9pesek k\u00f6ny\u00f6rtelen\u00fcl feldolgozni az inform\u00e1ci\u00f3kat \u00e9s v\u00e9grehajtani a feladatokat.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Az RPA ugyanez. Ahol azonban kiemelkedik \u00e9s seg\u00edti a v\u00e1llalkoz\u00e1sokat, az az, hogy ugyanazokat a funkci\u00f3kat kiterjeszti k\u00fcl\u00f6nb\u00f6z\u0151 alkalmaz\u00e1sokra, rendszerekre \u00e9s adatb\u00e1zisokra. R\u00f6viden, az RPA ugyan\u00fagy l\u00e9p kapcsolatba a k\u00fcl\u00f6nb\u00f6z\u0151 alkalmaz\u00e1sokkal, mint az ember. K\u00e9pes ut\u00e1nozni az ember \u00e9s a sz\u00e1m\u00edt\u00f3g\u00e9p k\u00f6z\u00f6tti interakci\u00f3k sor\u00e1n el\u0151fordul\u00f3 kattint\u00e1sokat, billenty\u0171le\u00fct\u00e9seket \u00e9s eg\u00e9rmozg\u00e1sokat, \u00e9s ezeket a m\u0171veleteket olyan l\u00e9p\u00e9ssorozatk\u00e9nt megjegyezni, amelyek egy kiv\u00e1lt\u00f3 ok vagy bizonyos felt\u00e9tel teljes\u00fcl\u00e9se eset\u00e9n ker\u00fclnek alkalmaz\u00e1sra.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Peldak_az_RPA-technologiara\"><\/span><strong>P\u00e9ld\u00e1k az RPA-technol\u00f3gi\u00e1ra<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">API integr\u00e1ci\u00f3<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Cross-platform scripting<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Alkalmaz\u00e1sk\u00f6zi szkriptel\u00e9s<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Digit\u00e1lis robotok vagy &#8222;robotok&#8221;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">GUI r\u00f6gz\u00edt\u0151 eszk\u00f6z\u00f6k<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">K\u00f3d n\u00e9lk\u00fcli interf\u00e9szek<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"2_Mi_az_AI\"><\/span><strong>2. Mi az AI?  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><img data-dominant-color=\"6e5b4c\" data-has-transparency=\"false\" style=\"--dominant-color: #6e5b4c;\" decoding=\"async\" class=\"aligncenter 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 (robotiz\u00e1lt folyamatautomatiz\u00e1l\u00e1s) - Defin\u00edci\u00f3, jelent\u00e9s, mi az iot \u00e9s m\u00e9g sok minden m\u00e1s\" width=\"479\" height=\"319\" 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: 479px) 100vw, 479px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">A mesters\u00e9ges intelligencia (AI) az emberi megismer\u00e9st ut\u00e1nz\u00f3 technol\u00f3gi\u00e1k \u00f6sszess\u00e9ge. E ment\u00e1lis feladatok k\u00f6z\u00e9 tartozik a tanul\u00e1s, az \u00e9rvel\u00e9s, az \u00f6nkorrekci\u00f3, a t\u00e1rgyfelismer\u00e9s, a d\u00f6nt\u00e9shozatal \u00e9s a j\u00f3sl\u00e1s. B\u00e1r a sz\u00e1m\u00edt\u00e1stechnik\u00e1nak ez az \u00e1ga m\u00e1r az 1950-es \u00e9vek \u00f3ta l\u00e9tezik, az elm\u00falt t\u00edz-tizen\u00f6t \u00e9vben komoly el\u0151rel\u00e9p\u00e9seket tett.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A mesters\u00e9ges intelligenci\u00e1t mindenhol haszn\u00e1lj\u00e1k. M\u00edg a generat\u00edv AI, a vezet\u0151 n\u00e9lk\u00fcli aut\u00f3k \u00e9s az olyan virtu\u00e1lis asszisztensek, mint Siri \u00e9s Alexa a c\u00edmlapokra ker\u00fclnek, az AI olyan pr\u00f3zaibb, de gyakorlatias alkalmaz\u00e1sokat is m\u0171k\u00f6dtet, mint a sz\u00f6vegj\u00f3sl\u00e1s, a kiberbiztons\u00e1g, a csal\u00e1s elleni v\u00e9delem, a keres\u0151motorok, a szem\u00e9lyre szabott marketing \u00e9s aj\u00e1nl\u00e1sok, valamint az adatelemz\u00e9s.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A mostani mesters\u00e9ges intelligenci\u00e1t tipikusan sz\u0171k mesters\u00e9ges intelligenci\u00e1nak nevezik. R\u00f6viden: sz\u0171k ter\u00fcleteken ut\u00e1nozza az emberi intelligenci\u00e1t &#8211; p\u00e9ld\u00e1ul a Deepmind AlphaGo vagy a k\u00fcl\u00f6nb\u00f6z\u0151 besz\u00e9dfelismer\u0151 szoftverek. A j\u00f6v\u0151ben azonban az el\u0151rejelz\u00e9sek szerint a mesters\u00e9ges intelligencia a specializ\u00e1ci\u00f3t\u00f3l az \u00e1ltal\u00e1nosabb intelligencia fel\u00e9 fog elmozdulni, amely a feladatok sz\u00e9lesebb k\u00f6r\u00e9t k\u00e9pes kezelni.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Peldak_az_AI_technologiara\"><\/span><strong>P\u00e9ld\u00e1k az AI technol\u00f3gi\u00e1ra<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Term\u00e9szetes nyelvi feldolgoz\u00e1s<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">G\u00e9pi tanul\u00e1s<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">M\u00e9ly tanul\u00e1s<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Sz\u00e1m\u00edt\u00f3g\u00e9pes l\u00e1t\u00e1s technol\u00f3gia<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Predikt\u00edv elemz\u00e9s<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Generat\u00edv mesters\u00e9ges intelligencia<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_RPA_vs_AI_vs_ML\"><\/span><strong>3. RPA vs AI vs ML<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">E technol\u00f3gi\u00e1k k\u00f6z\u00f6tt jelent\u0151s a z\u0171rzavar, egyesek a robotiz\u00e1lt folyamatautomatiz\u00e1l\u00e1s \u00e9s a g\u00e9pi tanul\u00e1s k\u00f6z\u00f6tti kapcsolaton t\u00f6prengenek.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Az egy\u00e9rtelm\u0171s\u00e9g kedv\u00e9\u00e9rt a g\u00e9pi tanul\u00e1s (ML) a mesters\u00e9ges intelligencia egy fajt\u00e1ja. Ez a technol\u00f3gia algoritmusokat \u00e9s statisztikai modelleket haszn\u00e1l a nagy adathalmazokban tal\u00e1lhat\u00f3 mint\u00e1k megtal\u00e1l\u00e1s\u00e1ra. Onnan kiindulva \u00e9rt\u00e9kes megl\u00e1t\u00e1sokat adhat ki, vagy el\u0151rejelz\u00e9seket tehet. A f\u0151 k\u00fcl\u00f6nbs\u00e9g a robotiz\u00e1lt folyamatautomatiz\u00e1l\u00e1s \u00e9s a g\u00e9pi tanul\u00e1s k\u00f6z\u00f6tt az, hogy az RPA-t kifejezetten ir\u00e1ny\u00edtj\u00e1k, m\u00edg az ML-t szabadon engedik, hogy felfedezze az adatok feldolgoz\u00e1s\u00e1nak saj\u00e1t m\u00f3djait.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A robotiz\u00e1lt folyamatautomatiz\u00e1l\u00e1s g\u00e9pi tanul\u00e1sa akkor lehets\u00e9ges, ha az RPA-eszk\u00f6z\u00f6ket mesters\u00e9ges intelligenci\u00e1val eg\u00e9sz\u00edtik ki. Ennek eredm\u00e9nyek\u00e9ppen az RPA \u00e9s a g\u00e9pi tanul\u00e1s egy\u00fcttesen alkalmazva az automatiz\u00e1l\u00e1si t\u00e9r egyik legizgalmasabb lehet\u0151s\u00e9g\u00e9t jelentik.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Az_AI_es_az_RPA_alkalmazasai\"><\/span><strong>Az AI \u00e9s az RPA alkalmaz\u00e1sai<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"7f736b\" data-has-transparency=\"false\" style=\"--dominant-color: #7f736b;\" decoding=\"async\" class=\"aligncenter wp-image-63862 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-1024x683.webp\" alt=\"az rpa haszn\u00e1lata a logisztik\u00e1ban\" width=\"506\" height=\"337\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-1024x683.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-300x200.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-768x512.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-1536x1024.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-1080x720.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-1280x853.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-980x653.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-480x320.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-jpeg.webp 1920w\" sizes=\"(max-width: 506px) 100vw, 506px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">A felsz\u00ednen az RPA \u00e9s a mesters\u00e9ges intelligencia sok hasonl\u00f3s\u00e1got mutat abban, ahogyan a technol\u00f3gi\u00e1t \u00fczleti k\u00f6rnyezetben alkalmazz\u00e1k. Mindk\u00e9t eszk\u00f6z az emberi munkaer\u0151 b\u0151v\u00edt\u00e9s\u00e9vel \u00e9s kieg\u00e9sz\u00edt\u00e9s\u00e9vel foglalkozik, \u00e9s lehet\u0151v\u00e9 teszi a v\u00e1llalkoz\u00e1sok sz\u00e1m\u00e1ra, hogy nagyobb termel\u00e9kenys\u00e9get, pontoss\u00e1got \u00e9s hat\u00e9konys\u00e1got \u00e9rjenek el.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_A_mesterseges_intelligencia_alkalmazasai\"><\/span><strong>1. A mesters\u00e9ges intelligencia alkalmaz\u00e1sai<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">A mesters\u00e9ges intelligenci\u00e1t az ipar\u00e1gak sz\u00e9les k\u00f6r\u00e9ben sz\u00e1mos figyelemre m\u00e9lt\u00f3 m\u00f3don alkalmazz\u00e1k, t\u00f6bbek k\u00f6z\u00f6tt:<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Predikt\u00edv elemz\u00e9s<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Auton\u00f3m j\u00e1rm\u0171vek<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Arcfelismer\u0151 szoftver<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Kiberbiztons\u00e1g  <\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Szem\u00e9lyre szab\u00e1s<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Marketing automatiz\u00e1l\u00e1s<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Gy\u00f3gyszertervez\u00e9s<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Csal\u00e1sok felder\u00edt\u00e9se<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u00dcgyf\u00e9lszolg\u00e1lati chatbotok<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Az_RPA_alkalmazasai\"><\/span><strong>2. Az RPA alkalmaz\u00e1sai<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/www.zaptest.com\/hu\/teljes-utmutato-a-robotizalt-folyamatautomatizalashoz-rpa\"><br \/>\n  <span style=\"font-weight: 400;\">RPA<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\"> sz\u00e9les k\u00f6rben elterjedt az \u00fczleti \u00e9letben, mivel sz\u00e1mos feladatot k\u00e9pes elv\u00e9gezni, mint p\u00e9ld\u00e1ul:<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u00dcgyfelek \u00e9s alkalmazottak beilleszt\u00e9se<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Jelent\u00e9s gener\u00e1l\u00e1sa<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Adatbevitel \u00e9s migr\u00e1ci\u00f3<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Automatiz\u00e1lt szoftvertesztel\u00e9s<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Foglalkoztat\u00e1si vagy hitelellen\u0151rz\u00e9s<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">P\u00e1lyak\u00f6vet\u00e9si rendszerek<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">KYC automatiz\u00e1l\u00e1s<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Az AI \u00e9s az RPA ezen alkalmaz\u00e1sai csak a j\u00e9ghegy cs\u00facs\u00e1t jelentik. Mindk\u00e9t technol\u00f3gi\u00e1t a v\u00e1llalatokn\u00e1l alkalmazz\u00e1k, hogy seg\u00edtsenek automatiz\u00e1lni a v\u00e9gtelen mennyis\u00e9g\u0171 feladatot a hat\u00e9konys\u00e1g \u00e9s pontoss\u00e1g n\u00f6vel\u00e9se \u00e9rdek\u00e9ben.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"AI_es_RPA_RPA_Kulonbsegek_es_hasonlosagok\"><\/span><strong>AI \u00e9s RPA: RPA: K\u00fcl\u00f6nbs\u00e9gek \u00e9s hasonl\u00f3s\u00e1gok<\/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 wp-image-63782 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-1024x727.webp\" alt=\"az rpa haszn\u00e1lata az ingatlanpiacon\" width=\"547\" height=\"388\" 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: 547px) 100vw, 547px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Az RPA \u00e9s az AI k\u00f6z\u00f6tt sok az \u00e1tfed\u00e9s, de van n\u00e9h\u00e1ny alapvet\u0151 k\u00fcl\u00f6nbs\u00e9g, amelyet ismernie kell.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Mi_a_kulonbseg_az_AI_es_az_RPA_kozott\"><\/span><strong>Mi a k\u00fcl\u00f6nbs\u00e9g az AI \u00e9s az RPA k\u00f6z\u00f6tt?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"1_Fejlesztes\"><\/span><strong>1. Fejleszt\u00e9s<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Az AI \u00e9s az RPA egyik legjobb m\u00f3dja az egyes szoftverek m\u00f6g\u00f6tt \u00e1ll\u00f3 k\u00fcl\u00f6nb\u00f6z\u0151 fejleszt\u00e9si folyamatok figyelembev\u00e9tel\u00e9nek.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Az RPA folyamatvez\u00e9relt. A fejleszt\u0151k felt\u00e9rk\u00e9pezik az automatiz\u00e1lni k\u00edv\u00e1nt feladatokat, \u00e9s a l\u00e9p\u00e9sekb\u0151l sz\u00e1m\u00edt\u00f3g\u00e9pes szkriptet k\u00e9sz\u00edtenek, amely v\u00e9grehajtja a feladatokat.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A mesters\u00e9ges intelligencia adatvez\u00e9relt. A g\u00e9pi tanul\u00e1s seg\u00edts\u00e9g\u00e9vel nagy adathalmazokban mint\u00e1kat tal\u00e1l, amelyeket kimenetek el\u0151\u00e1ll\u00edt\u00e1s\u00e1ra k\u00e9peznek ki. Ha ezek az algoritmusok j\u00f3l m\u0171k\u00f6dnek, \u00faj bemeneti adatokat fogadhatnak el, \u00e9s \u00faj adatokat dolgozhatnak fel, hogy k\u00e9rd\u00e9sekre v\u00e1laszoljanak, el\u0151rejelz\u00e9seket k\u00e9sz\u00edtsenek, vagy cselekv\u00e9seket ind\u00edtsanak el.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"2_Gondolkodas_vs_cselekves\"><\/span><strong>2. Gondolkod\u00e1s vs. cselekv\u00e9s<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">A mesters\u00e9ges intelligencia \u00e9s az automatiz\u00e1l\u00e1s k\u00f6z\u00f6tti k\u00fcl\u00f6nbs\u00e9get a gondolkod\u00e1s \u00e9s a cselekv\u00e9s \u00f6sszehasonl\u00edt\u00e1s\u00e1val lehet kifejezni.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Az RPA \u00fagy v\u00e9gzi feladatait, mint egy h\u0171s\u00e9ges munkag\u00e9p. Nem kell gondolkodnia; csak tennie kell.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ezzel szemben a mesters\u00e9ges intelligencia az emberi gondolkod\u00e1shoz hasonl\u00f3 kognit\u00edv folyamatokat haszn\u00e1l. K\u00e9pes e-maileket \u00e9s m\u00e1s struktur\u00e1latlan adatokat olvasni, hogy \u00e9rtelmet nyerjen, vagy mint\u00e1kat tal\u00e1ljon az adatokban, hogy megl\u00e1t\u00e1sokat vagy ak\u00e1r j\u00f3slatokat sz\u0171rhessen ki. Mi t\u00f6bb, a g\u00e9pi tanul\u00e1s seg\u00edts\u00e9g\u00e9vel az AI-eszk\u00f6z\u00f6k folyamatosan k\u00e9pesek \u00faj inform\u00e1ci\u00f3kat befogadni, tanulni a forgat\u00f3k\u00f6nyvekb\u0151l, \u00e9s id\u0151vel fejl\u0151dni.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"3_A_belepes_akadalya\"><\/span><strong>3. A bel\u00e9p\u00e9s akad\u00e1lya<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Az RPA az\u00e9rt terjedt el sz\u00e9les k\u00f6rben, mert k\u00f6lts\u00e9ghat\u00e9kony, gyorsan bevezethet\u0151 \u00e9s a tanul\u00e1si g\u00f6rbe alacsony.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">A mesters\u00e9ges intelligencia ezzel szemben rendk\u00edv\u00fcl technikai, nehezen k\u00e9pezhet\u0151 \u00e9s dr\u00e1ga, nagyr\u00e9szt a hatalmas adathalmazokra val\u00f3 t\u00e1maszkod\u00e1s miatt.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"4_Alkalmazas_a_munkakornyezetben\"><\/span><strong>4. Alkalmaz\u00e1s a munkak\u00f6rnyezetben<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Az RPA-nak sz\u00e1mos felhaszn\u00e1l\u00e1si ter\u00fclete van, mint p\u00e9ld\u00e1ul az adatbevitel, a weboldalak lek\u00e9rdez\u00e9se \u00e9s a sz\u00e1mlafeldolgoz\u00e1s. Ez azonban legink\u00e1bb a nagyon hat\u00e1rozott l\u00e9p\u00e9sekkel rendelkez\u0151, kisz\u00e1m\u00edthat\u00f3 feladatokra alkalmas.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">M\u00e1sr\u00e9szt a mesters\u00e9ges intelligencia a feladatok sz\u00e9lesebb k\u00f6r\u00e9t k\u00e9pes ell\u00e1tni, mint p\u00e9ld\u00e1ul az \u00f6sszetett adatfeldolgoz\u00e1s, az intelligens d\u00f6nt\u00e9shozatal, vagy ak\u00e1r a tartalomk\u00e9sz\u00edt\u00e9s.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Mi_a_hasonlosag_az_AI_es_az_RPA_kozott\"><\/span><strong>Mi a hasonl\u00f3s\u00e1g az AI \u00e9s az RPA k\u00f6z\u00f6tt?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"1_Automata\"><\/span><strong>1. Automata<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Az RPA \u00e9s a mesters\u00e9ges intelligencia egyar\u00e1nt automatiz\u00e1l olyan feladatokat, amelyeket hagyom\u00e1nyosan emberi munkaer\u0151 v\u00e9gzett. B\u00e1r k\u00fcl\u00f6nb\u00f6z\u0151 technol\u00f3gi\u00e1kat haszn\u00e1lnak, \u00e9s a maguk m\u00f3dj\u00e1n v\u00e9gzik feladataikat, mindkett\u0151 cs\u00f6kkenti az emberi dolgoz\u00f3kra nehezed\u0151 terheket.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00d6sszefoglalva, mindk\u00e9t eszk\u00f6z alkalmas az emberi munkaer\u0151 helyettes\u00edt\u00e9s\u00e9re \u00e9s az emberi munkaer\u0151 kieg\u00e9sz\u00edt\u00e9s\u00e9re az informatikai feladatok g\u00e9pes\u00edt\u00e9s\u00e9vel.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"2_Integracio\"><\/span><strong>2. Integr\u00e1ci\u00f3<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Az RPA \u00e9s az AI integr\u00e1lhat\u00f3 a megl\u00e9v\u0151 \u00fczleti rendszerekbe, hogy b\u0151v\u00edtse azok k\u00e9pess\u00e9geit, hat\u00e9konyabb\u00e1 tegye a v\u00e1llalkoz\u00e1sokat, \u00e9s ak\u00e1r meg is hosszabb\u00edtsa a r\u00e9gi rendszerek \u00e9lettartam\u00e1t.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"3_Hibacsokkentes\"><\/span><strong>3. Hibacs\u00f6kkent\u00e9s<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Mind az AI, mind az RPA jelent\u0151s szerepet j\u00e1tszik az emberi hib\u00e1k kezel\u00e9s\u00e9ben. Az \u00fczleti folyamatok g\u00e9pes\u00edt\u00e9s\u00e9vel a v\u00e1llalkoz\u00e1sok cs\u00f6kkenthetik a megel\u0151zhet\u0151 hib\u00e1kb\u00f3l ered\u0151 p\u00e9nzbeli \u00e9s h\u00edrn\u00e9vbeli k\u00f6lts\u00e9geket,<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"AI_es_RPA_Erossegek_es_gyengesegek\"><\/span><strong>AI \u00e9s RPA: Er\u0151ss\u00e9gek \u00e9s gyenges\u00e9gek<\/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 tesztel\u00e9s vs. b\u00e9ta tesztel\u00e9s\" width=\"204\" height=\"341\" 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: 204px) 100vw, 204px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Egyetlen eszk\u00f6z sem t\u00f6k\u00e9letes. Ha szeretn\u00e9 kihaszn\u00e1lni az automatiz\u00e1l\u00e1s el\u0151nyeit, meg kell \u00e9rtenie az RPA \u00e9s az AI er\u0151ss\u00e9geit \u00e9s gyenges\u00e9geit.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Az_AI_erossegei_es_gyengesegei\"><\/span><strong>1. Az AI er\u0151ss\u00e9gei \u00e9s gyenges\u00e9gei<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Vizsg\u00e1ljuk meg a mesters\u00e9ges intelligencia n\u00e9h\u00e1ny el\u0151ny\u00e9t \u00e9s h\u00e1tr\u00e1ny\u00e1t az automatiz\u00e1l\u00e1sban.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"AI_erossegek\"><\/span><strong>AI er\u0151ss\u00e9gek<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Munkahelyi tanul\u00e1s<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Nagyobb rugalmass\u00e1got k\u00edn\u00e1l, mint az RPA<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Struktur\u00e1latlan adatok feldolgoz\u00e1sa<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"AI_gyengesegek\"><\/span><strong>AI gyenges\u00e9gek<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Dr\u00e1ga a fejleszt\u00e9s<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A v\u00e9grehajt\u00e1s rendk\u00edv\u00fcl technikai jelleg\u0171<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Hatalmas adathalmazok sz\u00fcks\u00e9gesek a k\u00e9pz\u00e9shez<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Az_RPA_erossegei_es_gyengesegei\"><\/span><strong>2. Az RPA er\u0151ss\u00e9gei \u00e9s gyenges\u00e9gei<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Vizsg\u00e1ljuk meg az RPA n\u00e9h\u00e1ny el\u0151ny\u00e9t \u00e9s h\u00e1tr\u00e1ny\u00e1t az automatiz\u00e1l\u00e1shoz.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"RPA_erossegek\"><\/span><strong>RPA er\u0151ss\u00e9gek<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Pontosan automatiz\u00e1lja a nagy volumen\u0171 feladatokat<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">K\u00f6lts\u00e9ghat\u00e9kony<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Gyors \u00e9s k\u00f6nnyen megval\u00f3s\u00edthat\u00f3<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"RPA_gyengesegek\"><\/span><strong>RPA gyenges\u00e9gek<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Neh\u00e9z lehet a sk\u00e1l\u00e1z\u00e1s<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Nem tudja feldolgozni a struktur\u00e1latlan adatokat<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Csak sz\u0171k k\u00f6r\u0171 feladatokra alkalmas<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"RPA_es_AI_esettanulmanyok\"><\/span><strong>RPA \u00e9s AI esettanulm\u00e1nyok<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"b6baba\" data-has-transparency=\"false\" style=\"--dominant-color: #b6baba;\" decoding=\"async\" class=\"aligncenter wp-image-65239 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-1024x683.webp\" alt=\"RPA \u00e9letciklus \u00e9s folyamat - 10 l\u00e9p\u00e9s a robotiz\u00e1lt folyamatautomatiz\u00e1l\u00e1s megval\u00f3s\u00edt\u00e1s\u00e1hoz\" width=\"603\" height=\"402\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-1024x683.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-300x200.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-768x512.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-1536x1024.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-1080x720.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-1280x853.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-980x653.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-480x320.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-jpeg.webp 1920w\" sizes=\"(max-width: 603px) 100vw, 603px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Tal\u00e1n a legegyszer\u0171bb m\u00f3dja annak, hogy meg\u00e9rts\u00fck b\u00e1rmely technol\u00f3gia hat\u00e1s\u00e1t \u00e9s lehet\u0151s\u00e9geit, az esettanulm\u00e1nyok. Az al\u00e1bbiakban esettanulm\u00e1nyokat mutatunk be mind az RPA, mind az AI eset\u00e9ben, hogy megmutassuk, hogyan seg\u00edthetik az \u00d6n v\u00e1llalkoz\u00e1s\u00e1t.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_RPA_esettanulmany\"><\/span><strong>1. RPA esettanulm\u00e1ny<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Egy 150 milli\u00e1rd doll\u00e1ros eszk\u00f6z\u00e1llom\u00e1nnyal rendelkez\u0151, 30 legnagyobb amerikai bank rengeteg munka\u00f3r\u00e1t ford\u00edtott a jelz\u00e1loghitelez\u00e9si folyamatokra, bele\u00e9rtve az adatbevitelt, a dokumentumfeldolgoz\u00e1st, az adatellen\u0151rz\u00e9st \u00e9s egyebeket. A k\u00e9zi munka mellett ezek a munkafolyamatok emberi hib\u00e1knak is ki voltak t\u00e9ve. A bank az Ernst &amp; Younggal egy\u00fcttm\u0171k\u00f6dve termel\u00e9kenys\u00e9g-jav\u00edt\u00f3 megold\u00e1st keresett.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Olyan RPA-megold\u00e1st haszn\u00e1ltak, amely z\u00f6kken\u0151mentesen integr\u00e1lhat\u00f3 a megl\u00e9v\u0151 IT-infrastrukt\u00far\u00e1jukba a jelz\u00e1loggal kapcsolatos manu\u00e1lis feladatok elv\u00e9gz\u00e9s\u00e9hez. Az eredm\u00e9nyek megd\u00f6bbent\u0151ek voltak, t\u00f6bbek k\u00f6z\u00f6tt 2-3-szoros hat\u00e9konys\u00e1gn\u00f6veked\u00e9s, 1 milli\u00f3 doll\u00e1ros megtakar\u00edt\u00e1s \u00e9s a hib\u00e1k teljes kik\u00fcsz\u00f6b\u00f6l\u00e9se.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_RPA_mesterseges_intelligencia_esettanulmany\"><\/span><strong>2. RPA mesters\u00e9ges intelligencia esettanulm\u00e1ny<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><b>Expion Health Eg\u00e9szs\u00e9g\u00fcgy<\/b><span style=\"font-weight: 400;\">  a marylandi Gaithersburgban m\u0171k\u00f6d\u0151 eg\u00e9szs\u00e9g\u00fcgyi k\u00f6lts\u00e9ggazd\u00e1lkod\u00e1si megold\u00e1s. Orvosi biztos\u00edt\u00e1si \u00fcgyfeleiknek k\u00e1rrendez\u00e9si inform\u00e1ci\u00f3kkal seg\u00edtenek egy olyan ipar\u00e1gban, amely h\u00edrhedt a v\u00e1ltoz\u00f3 \u00e1rk\u00e9pz\u00e9sr\u0151l \u00e9s a zsarol\u00f3 \u00e1rk\u00e9pz\u00e9sr\u0151l. A munkafolyamatok manu\u00e1lisak voltak, a biztos\u00edt\u00f3k elektronikus \u00e9s pap\u00edralap\u00fa ig\u00e9nyeket egyar\u00e1nt k\u00fcldtek. A k\u00f6vetel\u00e9sek ilyen m\u00f3don t\u00f6rt\u00e9n\u0151 feldolgoz\u00e1sa a csapatukat napi 75 k\u00f6vetel\u00e9sre korl\u00e1tozta.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Az egy k\u00f6vetel\u00e9sre jut\u00f3 id\u0151 cs\u00f6kkent\u00e9se k\u00e9rd\u00e9ses volt. Mivel azonban az adatok struktur\u00e1latlanok voltak, egy tipikus RPA-megold\u00e1s nem m\u0171k\u00f6d\u00f6tt volna. Olyan megold\u00e1sra volt sz\u00fcks\u00e9g\u00fck, amelyet mesters\u00e9ges intelligenci\u00e1val, k\u00fcl\u00f6n\u00f6sen optikai karakterfelismer\u00e9ssel \u00e9s term\u00e9szetes nyelvi feldolgoz\u00e1ssal eg\u00e9sz\u00edtettek ki.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Az RPA + AI szoftver bevezet\u00e9s\u00e9vel a pap\u00edralap\u00fa ig\u00e9nyl\u00e9seket PDF-be konvert\u00e1lt\u00e1k, \u00e9s a relev\u00e1ns adatokat kivont\u00e1k, miel\u0151tt az \u00e1rk\u00e9pz\u00e9si inform\u00e1ci\u00f3kat elk\u00fcldt\u00e9k volna a bels\u0151 rendszer\u00fckbe. A megold\u00e1s eredm\u00e9nyek\u00e9nt 600%-kal n\u0151tt a naponta feldolgozott ig\u00e9nyek sz\u00e1ma.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Hogyan_valasszunk_az_RPA_es_az_AI_kozott\"><\/span><strong>Hogyan v\u00e1lasszunk az RPA \u00e9s az AI k\u00f6z\u00f6tt?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Az RPA \u00e9s az AI k\u00f6z\u00f6tti v\u00e1laszt\u00e1s kev\u00e9sb\u00e9 a k\u00e9tf\u00e9le technol\u00f3gia k\u00f6z\u00f6tti csat\u00e1r\u00f3l sz\u00f3l, hanem ink\u00e1bb arr\u00f3l, hogy milyen folyamatokat kell automatiz\u00e1lni. Az RPA a legjobb v\u00e1laszt\u00e1s, ha szabv\u00e1nyos\u00edtott munkafolyamatokkal rendelkezik, m\u00edg a mesters\u00e9ges intelligencia jobb az olyan forgat\u00f3k\u00f6nyvekhez, ahol a dolgok egy kicsit hom\u00e1lyosabbak.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Teh\u00e1t jobb k\u00e9rd\u00e9s az, hogy &#8222;Mely helyzetek a legjobbak az RPA sz\u00e1m\u00e1ra, \u00e9s melyek a legjobbak az AI sz\u00e1m\u00e1ra?&#8221;.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A legjobb megk\u00f6zel\u00edt\u00e9s itt az, ha \u00e1tgondolja a megl\u00e9v\u0151 munkafolyamatot, amelyet automatiz\u00e1lni szeretne. Vizualiz\u00e1ld vagy t\u00e9rk\u00e9pezd fel, l\u00e9p\u00e9sekre bontva a folyamatot. N\u00e9h\u00e1ny p\u00e9ld\u00e1val illusztr\u00e1ljuk a l\u00e9nyeget.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_forgatokonyv\"><\/span><strong>1. forgat\u00f3k\u00f6nyv<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u00d6n egy forgalmas \u00e9p\u00edt\u0151ipari c\u00e9g k\u00f6nyvel\u0151je. Az \u00d6n napj\u00e1nak egyik legid\u0151ig\u00e9nyesebb r\u00e9sze a kiad\u00e1sok nyilv\u00e1ntart\u00e1sa \u00e9s annak biztos\u00edt\u00e1sa, hogy a v\u00e1llalkoz\u00f3knak megt\u00e9r\u00edts\u00e9k a munk\u00e1k elv\u00e9gz\u00e9s\u00e9hez v\u00e1s\u00e1rolt t\u00e9teleket. Az alkalmazottaknak fel kell t\u00f6lteni\u00fck a kiad\u00e1saikat egy internetes port\u00e1lra, ahol r\u00f6gz\u00edtik azokat, \u00e9s a b\u00e9rsz\u00e1mfejt\u00e9st friss\u00edtik, hogy t\u00fckr\u00f6zze ezeket az adatokat.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"RPA_hasznalata\"><\/span><b>RPA haszn\u00e1lata<\/b><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">A l\u00e9p\u00e9sek itt kisz\u00e1m\u00edthat\u00f3ak, az adatok pedig struktur\u00e1ltak. A l\u00e9p\u00e9sek valahogy \u00edgy n\u00e9zhetnek ki.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Amikor a v\u00e1llalkoz\u00f3k felt\u00f6ltenek egy k\u00f6lts\u00e9gjelent\u00e9st, az elind\u00edtja a botot.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A robot megnyitja a k\u00f6lts\u00e9gt\u00e1bl\u00e1zatot, \u00e9s lek\u00e9rdezi az adatokat.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A bot r\u00f6gz\u00edti az \u00f6sszeget \u00e9s a c\u00e9lt, \u00e9s kisz\u00e1ml\u00e1zza a megfelel\u0151 sz\u00e1ml\u00e1ra.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A robot megnyitja a b\u00e9rsz\u00e1mfejt\u0151 szoftvert is, \u00e9s j\u00f3v\u00e1\u00edrja az \u00f6sszeget a v\u00e1llalkoz\u00f3 sz\u00e1ml\u00e1j\u00e1n.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_forgatokonyv\"><\/span><strong>2. forgat\u00f3k\u00f6nyv<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Ism\u00e9tlem, \u00f6n egy forgalmas \u00e9p\u00edt\u0151ipari c\u00e9g k\u00f6nyvel\u0151je. T\u00f6bb sz\u00e1ml\u00e1ja van k\u00fcl\u00f6nb\u00f6z\u0151 \u00e9p\u00edt\u0151ipari besz\u00e1ll\u00edt\u00f3kn\u00e1l. A h\u00f3nap v\u00e9g\u00e9n e-mailben k\u00fcldenek sz\u00e1ml\u00e1t. Azonban minden c\u00e9gnek saj\u00e1t sz\u00e1mlasablonjai vannak, ami azt jelenti, hogy az adatok struktur\u00e1latlanok.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"AI_hasznalata\"><\/span><b>AI haszn\u00e1lata<\/b><span style=\"font-weight: 400;\"> <\/span><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">A mesters\u00e9ges intelligencia k\u00fcl\u00f6nb\u00f6z\u0151 technol\u00f3gi\u00e1k gy\u0171jt\u0151fogalma, amelyek k\u00f6z\u00fcl kett\u0151 az optikai karakterfelismer\u00e9s \u00e9s a term\u00e9szetes nyelvi feldolgoz\u00e1s. E technol\u00f3gi\u00e1k k\u00f6z\u00f6tt olvashatja \u00e9s meg\u00e9rtheti az e-mailben megjelen\u0151 sz\u00e1ml\u00e1kat, \u00e9s struktur\u00e1lt adatokk\u00e1 alak\u00edthatja \u0151ket. Miut\u00e1n a mesters\u00e9ges intelligencia struktur\u00e1lt t\u00e1bl\u00e1zatt\u00e1 elemezte az inform\u00e1ci\u00f3kat, az RPA seg\u00edts\u00e9g\u00e9vel elv\u00e9gezheti a feladatot, \u00e9s r\u00f6gz\u00edtheti vagy ak\u00e1r feldolgozhatja a sz\u00e1ml\u00e1kat.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Mikor_hasznaljunk_RPA-t_es_mikor_hasznaljunk_AI-t_a_folyamatautomatizalashoz_ellenorzo_lista\"><\/span><strong>Mikor haszn\u00e1ljunk RPA-t \u00e9s mikor haszn\u00e1ljunk AI-t a folyamatautomatiz\u00e1l\u00e1shoz ellen\u0151rz\u0151 lista<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u00cdme egy gyors ellen\u0151rz\u0151 lista, amely seg\u00edt meg\u00e9rteni, hogy mely folyamatok a legalkalmasabbak az RPA \u00e9s melyek az AI sz\u00e1m\u00e1ra.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Hasznalja_az_RPA-t\"><\/span><strong>Haszn\u00e1lja az RPA-t:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Amikor a munkafeladatok nagy volumen\u0171ek, kisz\u00e1m\u00edthat\u00f3ak \u00e9s szab\u00e1lyalap\u00faak.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ha az adatbevitel struktur\u00e1lt adatokat tartalmaz<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Amikor a folyamat kimenetele a folyamat kezdet\u00e9n meghat\u00e1rozhat\u00f3<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Hasznalja_az_AI-t\"><\/span><strong>Haszn\u00e1lja az AI-t:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Amikor a folyamatok nagym\u00e9rt\u00e9kben v\u00e1ltoz\u00f3ak \u00e9s valamilyen kogn\u00edci\u00f3t ig\u00e9nyelnek, mint p\u00e9ld\u00e1ul az \u00f6sszetett d\u00f6nt\u00e9shozatali folyamatok.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ha az adatbevitel struktur\u00e1latlan adatokat tartalmaz<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Amikor a munkafolyamat kimenete a folyamat kezdet\u00e9n nem prognosztiz\u00e1lhat\u00f3<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"A_mesterseges_intelligencia_felvaltja_az_RPA-t\"><\/span><strong>A mesters\u00e9ges intelligencia felv\u00e1ltja az RPA-t?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-56671\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/03\/person-wondering-about-software-testing-1024x683.jpeg\" alt=\"a szoftvertesztel\u00e9s automatiz\u00e1l\u00e1s\u00e1val kapcsolatos z\u0171rzavarok tiszt\u00e1z\u00e1sa\" width=\"419\" height=\"279\"><\/p>\n<p><span style=\"font-weight: 400;\">A m\u00e9di\u00e1ban \u00e9s egyes elemz\u0151k k\u00f6r\u00e9ben tart\u00f3san tartja mag\u00e1t az a narrat\u00edva, hogy a mesters\u00e9ges intelligencia meg\u00e1ll\u00edthatatlan er\u0151, amely mindent felv\u00e1lt, bele\u00e9rtve az emberi munkaer\u0151t is. Mit jelent ez az RPA sz\u00e1m\u00e1ra? Vajon a mesters\u00e9ges intelligencia is felv\u00e1ltja majd?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Minden olyan el\u0151rejelz\u00e9s, miszerint az AI felv\u00e1ltja az RPA-t, az adott technol\u00f3gi\u00e1kkal kapcsolatos f\u00e9lre\u00e9rt\u00e9seken alapul. Amint azt ebben a cikkben vil\u00e1goss\u00e1 tett\u00fck, b\u00e1r mindk\u00e9t technol\u00f3gi\u00e1nak sz\u00e1mos \u00e1tfed\u00e9si pontja van, pontatlan \u00fagy gondolni r\u00e1juk, mint egym\u00e1ssal verseng\u0151 eszk\u00f6z\u00f6kre.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tal\u00e1n a z\u0171rzavar egy r\u00e9sze abb\u00f3l a t\u00e9nyb\u0151l ered, hogy a mesters\u00e9ges intelligencia kieg\u00e9sz\u00edtheti az RPA-t. Ez azonban m\u00e1s, mint a cser\u00e9je. Ugyan\u00edgy az RPA-folyamatok is tov\u00e1bb egyszer\u0171s\u00edthet\u0151k a mesters\u00e9ges intelligencia seg\u00edts\u00e9g\u00e9vel, de az alstrukt\u00fara tov\u00e1bbra is RPA marad.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Teh\u00e1t, b\u00e1r a mesters\u00e9ges intelligencia sz\u00e1mos emberi feladatot helyettes\u00edthet, bele\u00e9rtve az RPA-robotok \u00e1ltal tipikusan v\u00e9gzett feladatokat is, a technol\u00f3gi\u00e1k a j\u00f6v\u0151ben val\u00f3sz\u00edn\u0171leg ink\u00e1bb egy\u00fctt fognak m\u0171k\u00f6dni, mintsem egym\u00e1st helyettes\u00edteni.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Az RPA az els\u0151 l\u00e9p\u00e9s a hiperautomatiz\u00e1l\u00e1s fel\u00e9 vezet\u0151 \u00faton. A c\u00e9l el\u00e9r\u00e9s\u00e9hez olyan mesters\u00e9ges intelligencia technol\u00f3gi\u00e1kra lesz sz\u00fcks\u00e9g, mint a g\u00e9pi tanul\u00e1s \u00e9s az adatelemz\u00e9s. M\u00edg a mesters\u00e9ges intelligencia fontos szerepet fog j\u00e1tszani abban, hogy a magasabb rend\u0171 gondolkod\u00e1s el\u0151nyeit az automatiz\u00e1l\u00e1shoz juttassa, magukat a feladatokat az RPA robotok fogj\u00e1k elv\u00e9gezni. A mesters\u00e9ges intelligencia az RPA-t fogja ir\u00e1ny\u00edtani \u00e9s ir\u00e1ny\u00edtani, nem pedig helyettes\u00edteni.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A j\u00f6v\u0151 nem a robotiz\u00e1lt folyamatautomatiz\u00e1l\u00e1s \u00e9s a mesters\u00e9ges intelligencia k\u00f6z\u00f6tt van, hanem a robotiz\u00e1lt folyamatautomatiz\u00e1l\u00e1s \u00e9s a mesters\u00e9ges intelligencia k\u00f6z\u00f6tt.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Ahol_az_AI_es_az_RPA_talalkozik\"><\/span><strong>Ahol az AI \u00e9s az RPA tal\u00e1lkozik<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-49679\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/01\/manager-industrial-engineer-using-tablet-check-control-automation-robot-arms-machine-980x427-1.jpg\" alt=\"Mi az a robotiz\u00e1lt folyamatautomatiz\u00e1l\u00e1s (RPA)?\" width=\"475\" height=\"207\"><\/p>\n<p><span style=\"font-weight: 400;\">Van egy h\u00edres id\u00e9zet Albert Einsteint\u0151l, amely \u00edgy hangzik,<\/span><\/p>\n<p><span style=\"font-weight: 400;\"> <\/span><i><span style=\"font-weight: 400;\">&#8222;A sz\u00e1m\u00edt\u00f3g\u00e9pek hihetetlen\u00fcl gyorsak, pontosak \u00e9s ostob\u00e1k. Az emberek hihetetlen\u00fcl lass\u00faak, pontatlanok \u00e9s zseni\u00e1lisak. Egy\u00fctt minden k\u00e9pzeletet fel\u00fclm\u00fal\u00f3an er\u0151sek.&#8221;<\/span><\/i><\/p>\n<p><span style=\"font-weight: 400;\">Ez az id\u00e9zet a sz\u00e1m\u00edt\u00f3g\u00e9pek kiv\u00e1l\u00f3s\u00e1g\u00e1nak l\u00e9nyeg\u00e9re tapint r\u00e1, ugyanakkor kiemeli korl\u00e1taikat is. Ha magasabb rend\u0171 gondolkod\u00e1sr\u00f3l van sz\u00f3, p\u00e9ld\u00e1ul kreativit\u00e1sr\u00f3l, absztrakt gondolkod\u00e1sr\u00f3l vagy \u00f6sszetett d\u00f6nt\u00e9shozatalr\u00f3l &#8211; vagy alapvet\u0151en b\u00e1rmir\u0151l, amihez nem kell l\u00e9p\u00e9sr\u0151l-l\u00e9p\u00e9sre k\u00f6vetni a rutinszer\u0171 utas\u00edt\u00e1sokat -, a sz\u00e1m\u00edt\u00f3g\u00e9pek nem vehetik fel a versenyt az emberi elm\u00e9vel. A mesters\u00e9ges intelligencia sok szempontb\u00f3l k\u00eds\u00e9rlet arra, hogy \u00e1thidalja az emberek \u00e9s a sz\u00e1m\u00edt\u00f3g\u00e9pek k\u00f6z\u00f6tti szakad\u00e9kot, \u00e9s olyan partners\u00e9get hozzon l\u00e9tre, amely egyes\u00edti a k\u00e9t vil\u00e1g legjobb tulajdons\u00e1gait.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Az elk\u00e9pzelhetetlen er\u0151, amelyr\u0151l Einstein besz\u00e9lt, jelen van a mesters\u00e9ges intelligencia \u00e9s az RPA kapcsolat\u00e1ban. A mesters\u00e9ges intelligencia azon k\u00e9pess\u00e9ge, hogy az emberi megismer\u00e9s k\u00fcl\u00f6nb\u00f6z\u0151 aspektusait szimul\u00e1lja az RPA sebess\u00e9g\u00e9vel \u00e9s pontoss\u00e1g\u00e1val p\u00e1rosulva, az a pont, ahol a k\u00e9t eszk\u00f6z tal\u00e1lkozik. Az RPA \u00e1ltal el\u00e9rhet\u0151 hat\u00e1rokat egykor olyan pontokon h\u00fazt\u00e1k meg, amelyek emberi d\u00f6nt\u00e9shozatalt ig\u00e9nyeltek. Ha azonban ezeket a rendszereket mesters\u00e9ges intelligenci\u00e1val eg\u00e9sz\u00edtik ki, akkor ezek a hat\u00e1rok megsz\u0171nnek, \u00e9s a v\u00e1llalkoz\u00e1sok a feladatok sz\u00e9lesebb k\u00f6r\u00e9t automatiz\u00e1lhatj\u00e1k, \u00e9s t\u00f6bb el\u0151nyt szabad\u00edthatnak fel.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Amikor az RPA \u00e9s az AI \u00f6sszeolvad, egy harmadik technol\u00f3giai kateg\u00f3ri\u00e1t hoznak l\u00e9tre, amelyet intelligens automatiz\u00e1l\u00e1snak (IA) vagy intelligens folyamatautomatiz\u00e1l\u00e1snak (IPA) neveznek. Ebben a &#8222;mindk\u00e9t vil\u00e1g legjobbja&#8221; forgat\u00f3k\u00f6nyvben a v\u00e1llalkoz\u00e1sok olyan RPA-eszk\u00f6z\u00f6ket alkalmazhatnak, amelyek a g\u00e9pi tanul\u00e1s (ML) seg\u00edts\u00e9g\u00e9vel k\u00e9pesek tanulni a k\u00f6rnyezet\u00fckb\u0151l.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Az el\u0151nye az, hogy n\u00f6velheti az automatiz\u00e1lni k\u00edv\u00e1nt folyamatok \u00f6sszetetts\u00e9g\u00e9t, mivel a mesters\u00e9ges intelligencia seg\u00edt megsz\u00fcntetni n\u00e9h\u00e1ny sz\u0171k keresztmetszetet, p\u00e9ld\u00e1ul a struktur\u00e1latlan adatok kezel\u00e9s\u00e9t vagy a d\u00f6nt\u00e9shozatalt.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A mesters\u00e9ges intelligencia \u00e9s az RPA konvergenci\u00e1j\u00e1nak egyik legizgalmasabb ter\u00fclete a k\u00f6vetkez\u0151 <\/span><a href=\"https:\/\/www.zaptest.com\/hu\/mi-a-teszt-automatizalas-egy-zsargon-nelkuli-egyszeru-utmutato\"><br \/>\n  <span style=\"font-weight: 400;\">a tesztek automatiz\u00e1l\u00e1sa<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">. Egyre ink\u00e1bb digitaliz\u00e1lt vil\u00e1gunkban a szoftverek \u00e9s a mobilalkalmaz\u00e1sok tov\u00e1bbra is jav\u00edtani fogj\u00e1k az \u00fczleti tev\u00e9kenys\u00e9get. M\u00e9g 20 \u00e9v sem telt el az okostelefonok elterjed\u00e9se \u00f3ta. Ez id\u0151 alatt forradalmas\u00edtott\u00e1k az \u00e9let\u00fcnket, lehet\u0151v\u00e9 t\u00e9ve sz\u00e1munkra, hogy \u00fajszer\u0171 m\u00f3don tartsuk a kapcsolatot \u00e9s dolgozzunk.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Az el\u0151rel\u00e9p\u00e9sek kulcsa a szoftverfejleszt\u00e9s. Ez azonban k\u00f6zismerten id\u0151ig\u00e9nyes \u00e9s k\u00f6lts\u00e9ges folyamat. A mesters\u00e9ges intelligencia \u00e9s az RPA \u00e1ltal t\u00e1mogatott teszt-automatiz\u00e1l\u00e1si eszk\u00f6z\u00f6k seg\u00edthetnek cs\u00f6kkenteni a term\u00e9kek piacra juttat\u00e1s\u00e1hoz sz\u00fcks\u00e9ges id\u0151t \u00e9s p\u00e9nzt.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Hogyan_javitja_a_teszt_automatizalast_az_AI_es_az_RPA\"><\/span><strong>Hogyan jav\u00edtja a teszt automatiz\u00e1l\u00e1st az AI \u00e9s az RPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-29164\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2022\/07\/computer-vision-for-software-testing-min-scaled-e1657451144405-981x1024.jpeg\" alt=\"sz\u00e1m\u00edt\u00f3g\u00e9pes l\u00e1t\u00e1s a szoftvertesztel\u00e9shez\" width=\"413\" height=\"431\"><\/p>\n<p><a href=\"https:\/\/www.zaptest.com\/hu\/teljes-utmutato-a-szoftverteszteles-automatizalasahoz\"><span style=\"font-weight: 400;\">Szoftverteszt automatiz\u00e1l\u00e1s<\/span><\/a><span style=\"font-weight: 400;\">  r\u00e9gebben manu\u00e1lis folyamat volt. Ez dr\u00e1ga \u00e9s id\u0151ig\u00e9nyes volt, \u00e9s v\u00e9g\u00fcl is meghosszabb\u00edtotta a fejleszt\u00e9si \u00e9letciklust. Ez azonban egy olyan kritikus szakasz, hogy a kiad\u00f3knak \u00e9s a fejleszt\u0151knek nem volt m\u00e1s v\u00e1laszt\u00e1suk, mint hogy er\u0151forr\u00e1sokat s\u00fcllyesszenek a folyamatba. B\u00e1r ezek a probl\u00e9m\u00e1k \u00e9s t\u00fcneteik ma is l\u00e9teznek, a szoftverteszt automatiz\u00e1l\u00e1s kiv\u00e1l\u00f3 megold\u00e1st k\u00edn\u00e1l.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">A teszt-automatiz\u00e1l\u00e1s speci\u00e1lis szoftverek haszn\u00e1lat\u00e1t jelenti a sz\u00e1m\u00edt\u00f3g\u00e9pes alkalmaz\u00e1sok valid\u00e1l\u00e1s\u00e1hoz \u00e9s tesztel\u00e9s\u00e9hez. \u00c1ltal\u00e1ban grafikus felhaszn\u00e1l\u00f3i fel\u00fcleteket (GUI) \u00e9s alkalmaz\u00e1sprogramoz\u00e1si interf\u00e9szeket (API) haszn\u00e1l a k\u00fcl\u00f6nb\u00f6z\u0151 tesztek elv\u00e9gz\u00e9s\u00e9hez, a v\u00e9gpontt\u00f3l v\u00e9gpontig tart\u00f3 tesztel\u00e9st\u0151l az \u00fajonnan \u00e1tadott k\u00f3d folyamatos valid\u00e1l\u00e1s\u00e1ig.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">A mesters\u00e9ges intelligencia \u00e9s az RPA alkalmaz\u00e1sa a szoftvertesztel\u00e9sben igaz\u00e1n izgalmas. N\u00e9h\u00e1ny nyilv\u00e1nval\u00f3 el\u0151nye az id\u0151- \u00e9s p\u00e9nzmegtakar\u00edt\u00e1s. Az igazi potenci\u00e1l azonban abban rejlik, hogy olyan k\u00f3dot tudunk auton\u00f3m m\u00f3don v\u00e9grehajtani, amely teszteli, diagnosztiz\u00e1lja \u00e9s gy\u00f3gy\u00edtja \u00f6nmag\u00e1t. Ha ehhez hozz\u00e1vessz\u00fck azt a t\u00e9nyt, hogy a generat\u00edv mesters\u00e9ges intelligencia eszk\u00f6z\u00f6k k\u00e9pesek k\u00f3dot \u00edrni, akkor joggal mondhatjuk, hogy az emberis\u00e9g t\u00f6rt\u00e9nelm\u00e9nek egy k\u00fcl\u00f6nleges id\u0151szak\u00e1nak k\u00fcsz\u00f6b\u00e9n \u00e1llunk.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A gyorsabb szoftverkiad\u00e1sok ir\u00e1nti ig\u00e9ny n\u00f6veked\u00e9s\u00e9vel az elm\u00falt n\u00e9h\u00e1ny \u00e9vben a DevOps \u00e9s az agilis megk\u00f6zel\u00edt\u00e9sek a CI\/CD-vel eg\u00e9sz\u00fcltek ki. Most az RPA \u00e9s a mesters\u00e9ges intelligencia alap\u00fa tesztel\u00e9s automatiz\u00e1l\u00e1sa hasonl\u00f3 hat\u00e1st gyakorolhat. Ez a helyzet a teszt-automatiz\u00e1l\u00e1si eszk\u00f6z\u00f6k elterjed\u00e9s\u00e9hez vezetett, amelyek k\u00f6z\u00fcl n\u00e9h\u00e1nyat az al\u00e1bbiakban ismertet\u00fcnk.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"A_legjobb_teszt_automatizalasi_eszkozok_2023-ban\"><\/span><strong>A legjobb teszt automatiz\u00e1l\u00e1si eszk\u00f6z\u00f6k 2023-ban<\/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 + Teszt automatiz\u00e1l\u00e1si csomag\" 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><span style=\"font-weight: 400;\">\u00cdme n\u00e9h\u00e1ny a piacon kaphat\u00f3 legjobb tesztautomatiz\u00e1l\u00e1si eszk\u00f6z\u00f6k k\u00f6z\u00fcl.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Autify\"><\/span><span style=\"font-weight: 400;\">Autify<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Az Autify egy mesters\u00e9ges intelligenci\u00e1val m\u0171k\u00f6d\u0151 tesztautomatiz\u00e1l\u00e1si eszk\u00f6z. Az intuit\u00edv felhaszn\u00e1l\u00f3i fel\u00fcletnek \u00e9s a k\u00f3d n\u00e9lk\u00fcli funkci\u00f3knak k\u00f6sz\u00f6nhet\u0151en az Autify lehet\u0151v\u00e9 teszi a QA csapatok sz\u00e1m\u00e1ra, hogy a b\u00f6ng\u00e9sz\u0151ben teszteljenek. Az eszk\u00f6z k\u00e9pes webes \u00e9s mobilalkalmaz\u00e1sok kezel\u00e9s\u00e9re, \u00e9s \u00f6ngy\u00f3gy\u00edt\u00f3 mesters\u00e9ges intelligenci\u00e1val rendelkezik. Az Autify z\u00f6kken\u0151mentesen integr\u00e1l\u00f3dik a CI\/CD eszk\u00f6z\u00f6kkel, a Jenkins-szel \u00e9s m\u00e9g a Slackkel is.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"AvoAssure\"><\/span><span style=\"font-weight: 400;\">AvoAssure<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Az AvoAssure egy k\u00f3d n\u00e9lk\u00fcli tesztel\u00e9si eszk\u00f6z, amely lehet\u0151v\u00e9 teszi a v\u00e9gpontt\u00f3l v\u00e9gpontig tart\u00f3 tesztel\u00e9s automatiz\u00e1l\u00e1s\u00e1t a nem m\u0171szaki csapatok sz\u00e1m\u00e1ra. A term\u00e9k megk\u00f6nny\u00edti a keresztplatformos tesztel\u00e9st webes, asztali, mobil \u00e9s egy\u00e9b platformokon. V\u00e9g\u00fcl, j\u00f3 jelent\u00e9si funkci\u00f3kkal \u00e9s sok integr\u00e1ci\u00f3s lehet\u0151s\u00e9ggel rendelkezik.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Cypress\"><\/span><span style=\"font-weight: 400;\">Cypress<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">A Cypress egy v\u00e9gpontt\u00f3l v\u00e9gpontig tart\u00f3, JavaScript alap\u00fa teszt-automatiz\u00e1l\u00e1si keretrendszer. Az\u00e9rt k\u00e9sz\u00fclt, hogy megk\u00f6nny\u00edtse a webes alkalmaz\u00e1sok tesztel\u00e9s\u00e9t. Az egyszer\u0171s\u00e9g a Cypress kulcsa, amit a karcs\u00fa fel\u00e9p\u00edt\u00e9s \u00e9s a minim\u00e1lis f\u00fcgg\u0151s\u00e9gek is bizony\u00edtanak.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"testRigor\"><\/span><span style=\"font-weight: 400;\">testRigor<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">A testRigor egy szil\u00e1rd v\u00e9gpontt\u00f3l v\u00e9gpontig tart\u00f3 tesztel\u00e9si megold\u00e1s. A tesztel\u00e9s automatiz\u00e1l\u00e1s\u00e1ra szolg\u00e1l\u00f3 eszk\u00f6z nem tartalmaz k\u00f3dot, \u00e9s t\u00e1mogatja a webes, mobil \u00e9s API-kat. A tesztek \u00e1ltal\u00e1ban gyorsak, stabilak \u00e9s pontosak, \u00e9s a platform- \u00e9s b\u00f6ng\u00e9sz\u0151k k\u00f6z\u00f6tti funkcionalit\u00e1snak k\u00f6sz\u00f6nhet\u0151en fokozatosan n\u00f6vekszik a n\u00e9pszer\u0171s\u00e9ge.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Dramairo\"><\/span><span style=\"font-weight: 400;\">Dr\u00e1ma\u00edr\u00f3<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">A Playwright egy m\u00e1sik n\u00e9pszer\u0171 teszt-automatiz\u00e1l\u00e1si eszk\u00f6z, amelyet v\u00e9gpontt\u00f3l v\u00e9gpontig tart\u00f3 webalkalmaz\u00e1s-tesztel\u00e9sre \u00e9p\u00edtettek. Platformokon \u00e1t\u00edvel\u0151, \u00e9s t\u00e1mogatja a legt\u00f6bb renderel\u0151motort \u00e9s t\u00f6bb programoz\u00e1si nyelvet. A Visual Studio k\u00f3dv\u00e1laszt\u00f3 \u00e9s a mobil emul\u00e1tor funkci\u00f3ja, \u00e9s m\u00e1ris \u00e9rthet\u0151, hogy sok fejleszt\u0151 mi\u00e9rt t\u0171ri a felhaszn\u00e1l\u00f3bar\u00e1ts\u00e1g hi\u00e1ny\u00e1t.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">B\u00e1r a fent felsorolt \u00f6t eszk\u00f6z mindegyike nagyszer\u0171 funkci\u00f3kkal rendelkezik, nem rendelkeznek az RPA-t \u00e9s a teszt-automatiz\u00e1l\u00e1st egyar\u00e1nt \u00f6tv\u00f6z\u0151, korszer\u0171 megold\u00e1sok erej\u00e9vel.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\"><br \/>\n<\/span><strong><a href=\"https:\/\/www.zaptest.com\/hu\">ZAPTEST<\/a><\/strong><span style=\"font-weight: 400;\">  a legmodernebb teszt-automatiz\u00e1l\u00e1si \u00e9s RPA-eszk\u00f6z\u00f6ket k\u00edn\u00e1l. Mindk\u00e9t funkci\u00f3 korl\u00e1tlan sz\u00e1m\u00fa licenc eset\u00e9n fix \u00e1ron \u00e9rhet\u0151 el. A hiperautomatiz\u00e1l\u00e1s \u00e9s az automatiz\u00e1lt szoftverfejleszt\u00e9s fel\u00e9 haladva az asztali, b\u00f6ng\u00e9sz\u0151- \u00e9s mobilalkalmaz\u00e1sok tart\u00f3s tesztel\u00e9si eszk\u00f6zei kritikus szerepet j\u00e1tszanak majd a szoftverfejleszt\u0151k \u00e9s a testreszabott szoftvereket k\u00e9sz\u00edt\u0151 v\u00e1llalkoz\u00e1sok sz\u00e1m\u00e1ra. A ZAPTEST az \u00fat minden l\u00e9p\u00e9s\u00e9ben seg\u00edt \u00d6nnek.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Az_AI_es_az_RPA_jovoje\"><\/span><strong>Az AI \u00e9s az RPA j\u00f6v\u0151je<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-6791\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2022\/03\/What-is-manual-software-testing-1024x684.jpeg\" alt=\"a teljes\u00edtm\u00e9nyvizsg\u00e1lat t\u00edpusai\" width=\"392\" height=\"261\"><\/p>\n<p><span style=\"font-weight: 400;\">Mostanra m\u00e1r vil\u00e1gosnak kell lennie, hogy a mesters\u00e9ges intelligencia \u00e9s az RPA j\u00f6v\u0151je \u00f6sszefon\u00f3dik. Mindk\u00e9t technol\u00f3gia lehet\u0151v\u00e9 teszi a digit\u00e1lis \u00e1talakul\u00e1st, \u00e9s lehet\u0151v\u00e9 teszi a v\u00e1llalatok sz\u00e1m\u00e1ra, hogy kem\u00e9nyebben, gyorsabban \u00e9s jobban dolgozzanak, mik\u00f6zben felszabad\u00edtj\u00e1k az alkalmazottak sz\u00e1m\u00e1ra a kreat\u00edv, \u00e9rt\u00e9korient\u00e1lt feladatok elv\u00e9gz\u00e9s\u00e9t.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ahogy a teljes automatiz\u00e1l\u00e1s fel\u00e9 vezet\u0151 p\u00e1lya folytat\u00f3dik, izgalmas belegondolni, merre tart ez a rak\u00e9ta. Ez a c\u00e9l a hiperautomatiz\u00e1l\u00e1s.  <\/span><\/p>\n<p><a href=\"https:\/\/www.zaptest.com\/hyperautomation\"><span style=\"font-weight: 400;\">Hiperautomatiz\u00e1l\u00e1s<\/span><\/a><span style=\"font-weight: 400;\">  egyfajta gondolkod\u00e1sm\u00f3d. Olyan kil\u00e1t\u00e1sokat \u00edr le, ahol minden automatiz\u00e1lhat\u00f3 folyamatot automatiz\u00e1lnak. Ennek a j\u00f6v\u0151nek nagy r\u00e9sze lesz az RPA g\u00e9pi tanul\u00e1s. Ahogy az \u00fczleti vil\u00e1g v\u00e1ltozik \u00e9s egyre kisz\u00e1m\u00edthatatlanabb\u00e1 v\u00e1lik, a szervezeteknek agilisabb\u00e1 kell v\u00e1lniuk ahhoz, hogy versenyk\u00e9pesek maradjanak. A hiperautomatiz\u00e1l\u00e1s lehet\u0151v\u00e9 teszi ezeket a kiigaz\u00edt\u00e1sokat, mik\u00f6zben n\u00f6veli a pontoss\u00e1got \u00e9s a termel\u00e9kenys\u00e9get, cs\u00f6kkenti a hib\u00e1kat, \u00e9s \u00e1lland\u00f3 \u00fcgyf\u00e9lszolg\u00e1latot \u00e9s szem\u00e9lyre szab\u00e1st biztos\u00edt.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"AI_kontra_RPA_Zaro_gondolatok\"><\/span><strong>AI kontra RPA: Z\u00e1r\u00f3 gondolatok<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-4168\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2022\/03\/close-up-hand-holding-futuristic-screen.jpg\" alt=\"mi a szoftver teszt automatiz\u00e1l\u00e1s\" width=\"380\" height=\"214\"><\/p>\n<p><span style=\"font-weight: 400;\">Amikor a v\u00e1ls\u00e1gra ker\u00fcl a sor, az AI \u00e9s az RPA k\u00f6z\u00f6tti k\u00fcl\u00f6nbs\u00e9g r\u00f6viden \u00f6sszefoglalhat\u00f3. Az RPA az emberi tev\u00e9kenys\u00e9geket, m\u00edg az AI az emberi gondolkod\u00e1st ut\u00e1nozza. Egyik eszk\u00f6z sem k\u00e9pes az emberi cselekv\u00e9sek vagy gondolatok 1:1 ar\u00e1ny\u00fa reprezent\u00e1ci\u00f3j\u00e1ra, de el\u00e9g j\u00f3 m\u00e1solatai ahhoz, hogy a v\u00e1llalkoz\u00e1soknak seg\u00edtsenek automatiz\u00e1lni a feladatokat olyan sebess\u00e9ggel, pontoss\u00e1ggal vagy k\u00e9pess\u00e9ggel, amely j\u00f3val meghaladja a tipikus emberi k\u00e9pess\u00e9geket.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Az emberek vil\u00e1g\u00e1ban gondolkod\u00e1sra \u00e9s cselekv\u00e9sre egyar\u00e1nt sz\u00fcks\u00e9g van. Ezeknek a l\u00e9tm\u00f3doknak a h\u00e1zass\u00e1ga seg\u00edtette az emberis\u00e9get az \u00e9p\u00edt\u00e9sben, a teremt\u00e9sben \u00e9s a gyarapod\u00e1sban. Hasonl\u00f3an gondolhatunk az RPA \u00e9s az AI konvergenci\u00e1j\u00e1ra is.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">R\u00f6viden, a mesters\u00e9ges intelligencia lehet\u0151v\u00e9 teszi sz\u00e1munkra, hogy kihaszn\u00e1ljuk \u00e9s kiterjessz\u00fck az RPA erej\u00e9t, hogy \u00faj \u00e9s izgalmas lehet\u0151s\u00e9geket \u00e9rj\u00fcnk el.  <\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Az RPA \u00e9s az AI k\u00e9t izgalmas \u00e9s innovat\u00edv informatikai alkalmaz\u00e1s a digit\u00e1lis \u00e1talakul\u00e1s forradalm\u00e1nak \u00e9lvonal\u00e1ban. Mindk\u00e9t technol\u00f3gia \u00e1tform\u00e1lja a munka vil\u00e1g\u00e1t az\u00e1ltal, hogy n\u00f6veli az alkalmazottak sz\u00e1m\u00e1t \u00e9s a termel\u00e9kenys\u00e9g \u00faj korszak\u00e1t ind\u00edtja el. B\u00e1r az RPA \u00e9s a mesters\u00e9ges intelligencia sz\u00e1mos hasonl\u00f3s\u00e1got \u00e9s \u00e1tfed\u00e9si pontot mutat, m\u00e9gis k\u00fcl\u00f6n\u00e1ll\u00f3 eszk\u00f6z\u00f6k, saj\u00e1t er\u0151ss\u00e9gekkel \u00e9s gyenges\u00e9gekkel. [&hellip;]<\/p>\n","protected":false},"author":14624,"featured_media":65295,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"none","_seopress_titles_title":"RPA vs. AI - k\u00fcl\u00f6nbs\u00e9gek, k\u00f6z\u00f6s von\u00e1sok, eszk\u00f6z\u00f6k \u00e9s \u00e1tfed\u00e9sek","_seopress_titles_desc":"Az RPA \u00e9s a mesters\u00e9ges intelligencia meghat\u00e1roz\u00e1s\u00e1t\u00f3l kezdve a folyamatok \u00e9s technol\u00f3gi\u00e1k meghat\u00e1roz\u00e1s\u00e1ig mindent megtudhat az AI \u00e9s az RPA k\u00f6z\u00f6tti k\u00fcl\u00f6nbs\u00e9gekr\u0151l!","_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":[482],"tags":[],"class_list":{"0":"post-65375","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ai-hu"},"acf":{"short_name":"RPA vs. AI"},"_links":{"self":[{"href":"https:\/\/www.zaptest.com\/hu\/wp-json\/wp\/v2\/posts\/65375","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.zaptest.com\/hu\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.zaptest.com\/hu\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/hu\/wp-json\/wp\/v2\/users\/14624"}],"replies":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/hu\/wp-json\/wp\/v2\/comments?post=65375"}],"version-history":[{"count":0,"href":"https:\/\/www.zaptest.com\/hu\/wp-json\/wp\/v2\/posts\/65375\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/hu\/wp-json\/wp\/v2\/media\/65295"}],"wp:attachment":[{"href":"https:\/\/www.zaptest.com\/hu\/wp-json\/wp\/v2\/media?parent=65375"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.zaptest.com\/hu\/wp-json\/wp\/v2\/categories?post=65375"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.zaptest.com\/hu\/wp-json\/wp\/v2\/tags?post=65375"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}