{"id":65399,"date":"2023-09-01T19:05:07","date_gmt":"2023-09-01T19:05:07","guid":{"rendered":"https:\/\/www.zaptest.com\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii"},"modified":"2023-09-01T19:05:07","modified_gmt":"2023-09-01T19:05:07","slug":"rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii","status":"publish","type":"post","link":"https:\/\/www.zaptest.com\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii","title":{"rendered":"RPA vs. AI &#8211; Diferen\u021be, puncte comune, instrumente \u0219i intersec\u021bii\/\u00eentreruperi\/aplica\u021bii"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">RPA \u0219i AI sunt dou\u0103 aplica\u021bii IT interesante \u0219i inovatoare, aflate \u00een fruntea revolu\u021biei transform\u0103rii digitale. Ambele tehnologii remodeleaz\u0103 lumea muncii prin cre\u0219terea num\u0103rului de angaja\u021bi \u0219i prin deschiderea unei noi ere a productivit\u0103\u021bii. Cu toate acestea, \u00een timp ce RPA \u0219i AI au multe asem\u0103n\u0103ri \u0219i puncte de intersec\u021bie, ele sunt instrumente distincte, cu propriile puncte forte \u0219i puncte slabe.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Acest articol va explora diferen\u021ba dintre automatizare \u0219i inteligen\u021ba artificial\u0103 \u0219i va demonstra unde sunt utilizate, cum func\u021bioneaz\u0103 \u0219i cum se \u00eembin\u0103 pentru a ajuta \u00eentreprinderile moderne s\u0103 se \u00eendrepte spre un viitor automatizat.<\/span><\/p>\n<p>&nbsp;<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #b90000;color:#b90000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #b90000;color:#b90000\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.zaptest.com\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#Definitii_ale_RPA_si_AI\" >Defini\u021bii ale RPA \u0219i AI<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#1_Ce_este_RPA\" >1. Ce este 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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#Exemple_de_tehnologie_RPA\" >Exemple de tehnologie RPA<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#2_Ce_este_IA\" >2. Ce este IA?<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#Exemple_de_tehnologie_AI\" >Exemple de tehnologie AI<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#Aplicatii_ale_AI_si_RPA\" >Aplica\u021bii ale AI \u0219i RPA<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#1_Aplicatii_ale_IA\" >1. Aplica\u021bii ale IA<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#2_Aplicatii_ale_RPA\" >2. Aplica\u021bii ale RPA<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#IA_si_RPA_Diferente_si_asemanari\" >IA \u0219i RPA: Diferen\u021be \u0219i asem\u0103n\u0103ri<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#Care_este_diferenta_dintre_AI_si_RPA\" >Care este diferen\u021ba dintre AI \u0219i RPA?<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#1_Dezvoltare\" >1. Dezvoltare<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#2_Gandire_vs_actiune\" >2. G\u00e2ndire vs. ac\u021biune<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#3_Bariere_la_intrare\" >3. Bariere la intrare<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#4_Aplicarea_in_mediile_de_lucru\" >4. Aplicarea \u00een mediile de lucru<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#Care_sunt_asemanarile_dintre_AI_si_RPA\" >Care sunt asem\u0103n\u0103rile dintre AI \u0219i RPA?<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#1_Automaton\" >1. Automaton<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#2_Integrare\" >2. Integrare<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#3_Reducerea_erorilor\" >3. Reducerea erorilor<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#IA_si_RPA_Puncte_tari_si_puncte_slabe\" >IA \u0219i RPA: Puncte tari \u0219i puncte slabe<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#1_Puncte_tari_si_puncte_slabe_ale_IA\" >1. Puncte tari \u0219i puncte slabe ale IA<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#Punctele_forte_ale_AI\" >Punctele forte ale AI<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#Punctele_slabe_ale_AI\" >Punctele slabe ale AI<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#2_Puncte_tari_si_puncte_slabe_ale_RPA\" >2. Puncte tari \u0219i puncte slabe ale RPA<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#Punctele_forte_ale_RPA\" >Punctele forte ale RPA<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#Punctele_slabe_ale_RPA\" >Punctele slabe ale RPA<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#Studii_de_caz_RPA_si_AI\" >Studii de caz RPA \u0219i AI<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#1_Studiu_de_caz_RPA\" >1. Studiu de caz RPA<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#2_Studiu_de_caz_privind_inteligenta_artificiala_RPA\" >2. Studiu de caz privind inteligen\u021ba artificial\u0103 RPA<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#Cum_sa_alegeti_intre_RPA_si_AI\" >Cum s\u0103 alege\u021bi \u00eentre RPA \u0219i AI?<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#Scenariul_1\" >Scenariul 1<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#Utilizati_RPA\" >Utiliza\u021bi RPA<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#Scenariul_2\" >Scenariul 2<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#Utilizati_AI\" >Utiliza\u021bi AI<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#Cand_sa_utilizati_RPA_si_cand_sa_utilizati_AI_pentru_lista_de_verificare_a_automatizarii_proceselor\" >C\u00e2nd s\u0103 utiliza\u021bi RPA \u0219i c\u00e2nd s\u0103 utiliza\u021bi AI pentru lista de verificare a automatiz\u0103rii proceselor<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#Utilizati_RPA-2\" >Utiliza\u021bi RPA:<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#Utilizati_inteligenta_artificiala\" >Utiliza\u021bi inteligen\u021ba artificial\u0103:<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#Va_inlocui_AI-ul_RPA\" >Va \u00eenlocui AI-ul RPA?<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#Unde_converg_AI_si_RPA\" >Unde converg AI \u0219i RPA<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#Cum_se_imbunatateste_automatizarea_testelor_prin_AI_si_RPA\" >Cum se \u00eembun\u0103t\u0103\u021be\u0219te automatizarea testelor prin AI \u0219i 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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#Cele_mai_bune_instrumente_de_automatizare_a_testelor_in_2023\" >Cele mai bune instrumente de automatizare a testelor \u00een 2023<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#Dramaturg\" >Dramaturg<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#Viitorul_AI_si_RPA\" >Viitorul AI \u0219i RPA<\/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\/ro\/rpa-vs-ai-diferente-puncte-comune-instrumente-si-intersectii-intreruperi-aplicatii\/#IA_vs_RPA_Ganduri_finale\" >IA vs RPA: G\u00e2nduri finale<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Definitii_ale_RPA_si_AI\"><\/span><strong>Defini\u021bii ale RPA \u0219i AI<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u00cenainte de a intra \u00een aplica\u021biile \u0219i cazurile de utilizare ale <\/span><a href=\"https:\/\/www.zaptest.com\/rpa\"><br \/>\n  <span style=\"font-weight: 400;\">automatizarea robotic\u0103 a proceselor (RPA)<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\"> \u0219i inteligen\u021ba artificial\u0103 (AI), merit\u0103 s\u0103 fundament\u0103m ambele concepte prin defini\u021bii. <\/span> <\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"1_Ce_este_RPA\"><\/span><strong>1. Ce este 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 procese, aplica\u021bii \u0219i opera\u021biuni pe care RPA (Robotic Process Automation) le poate gestiona \u0219i automatiza!\" 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;\">Robotic Process Automation (RPA) este un set de tehnologii care ajut\u0103 la automatizarea proceselor de afaceri previzibile, bazate pe reguli.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Fluxurile de lucru ale \u00eentreprinderilor constau \u00een mai multe sarcini. Unele dintre aceste sarcini necesit\u0103 luarea de decizii \u0219i judecata uman\u0103. Cu toate acestea, multe dintre ele sunt repetabile \u0219i previzibile. Aceast\u0103 a doua categorie este cea \u00een care RPA este utilizat\u0103 pentru a automatiza.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">O mare parte din software-ul pe care \u00eel iubim \u0219i \u00eel folosim ast\u0103zi se bazeaz\u0103 pe reguli. Calculatoarele sunt excelente \u00een executarea unor comenzi bine definite, at\u00e2t cu vitez\u0103, c\u00e2t \u0219i cu precizie. At\u00e2ta timp c\u00e2t le d\u0103m instruc\u021biunile corecte, ei pot procesa informa\u021bii \u0219i executa sarcini f\u0103r\u0103 \u00eencetare.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">RPA este la fel. Cu toate acestea, unde exceleaz\u0103 \u0219i ajut\u0103 \u00eentreprinderile este prin extinderea acestor func\u021bii la diferite aplica\u021bii, sisteme \u0219i baze de date. Pe scurt, RPA interac\u021bioneaz\u0103 cu diverse aplica\u021bii \u00een acela\u0219i mod \u00een care o face un om. Acesta poate imita clicurile, ap\u0103s\u0103rile de taste \u0219i mi\u0219c\u0103rile de mouse care au loc \u00een timpul interac\u021biunilor om-calculator \u0219i poate memora aceste ac\u021biuni sub forma unei serii de pa\u0219i care sunt implementa\u021bi atunci c\u00e2nd este \u00eendeplinit un declan\u0219ator sau o anumit\u0103 condi\u021bie.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Exemple_de_tehnologie_RPA\"><\/span><strong>Exemple de tehnologie RPA<\/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;\">Integrare API<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Scripting \u00eentre platforme<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Scripting \u00eentre aplica\u021bii<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Robo\u021bi digitali sau &#8222;robo\u021bi&#8221;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Instrumente de \u00eenregistrare GUI<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Interfe\u021be f\u0103r\u0103 cod<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"2_Ce_este_IA\"><\/span><strong>2. Ce este IA?  <\/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 (Robotic Process Automation) - Defini\u021bie, semnifica\u021bie, ce este iot \u0219i multe altele\" 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;\">Inteligen\u021ba artificial\u0103 (AI) este un set de tehnologii care imit\u0103 cogni\u021bia uman\u0103. Unele dintre aceste sarcini mentale includ \u00eenv\u0103\u021barea, ra\u021bionamentul, autocorec\u021bia, recunoa\u0219terea obiectelor, luarea deciziilor \u0219i predic\u021biile. De\u0219i aceast\u0103 ramur\u0103 a informaticii exist\u0103 \u00eenc\u0103 din anii &#8217;50, a \u00eenregistrat progrese importante \u00een ultimii zece sau cincisprezece ani.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Inteligen\u021ba artificial\u0103 este folosit\u0103 peste tot. \u00cen timp ce inteligen\u021ba artificial\u0103 generativ\u0103, ma\u0219inile f\u0103r\u0103 \u0219ofer \u0219i asisten\u021bii virtuali, precum Siri \u0219i Alexa, cap\u0103t\u0103 prima pagin\u0103 a ziarelor, aceasta alimenteaz\u0103 \u0219i aplica\u021bii mai prozaice, dar practice, cum ar fi textul predictiv, securitatea cibernetic\u0103, protec\u021bia \u00eempotriva fraudei, motoarele de c\u0103utare, marketingul \u0219i recomand\u0103rile personalizate \u0219i analiza de date.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Inteligen\u021ba artificial\u0103 pe care o avem \u00een prezent se nume\u0219te de obicei inteligen\u021b\u0103 artificial\u0103 \u00eengust\u0103. Pe scurt, imit\u0103 inteligen\u021ba uman\u0103 \u00een domenii restr\u00e2nse &#8211; de exemplu, AlphaGo de la Deepmind sau diverse programe de recunoa\u0219tere a vorbirii. Cu toate acestea, se preconizeaz\u0103 c\u0103, \u00een viitor, inteligen\u021ba artificial\u0103 va trece de la specializare la o inteligen\u021b\u0103 mai general\u0103, care poate gestiona o gam\u0103 mai larg\u0103 de sarcini.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Exemple_de_tehnologie_AI\"><\/span><strong>Exemple de tehnologie AI<\/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;\">Prelucrarea limbajului natural<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u00cenv\u0103\u021bare automat\u0103<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u00cenv\u0103\u021bare profund\u0103<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tehnologia de viziune pe calculator<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Analiza predictiv\u0103<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Inteligen\u021ba artificial\u0103 generativ\u0103<\/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;\">Exist\u0103 o cantitate considerabil\u0103 de confuzie \u00eentre aceste tehnologii, iar unii oameni se \u00eentreab\u0103 care este rela\u021bia dintre automatizarea robotic\u0103 a proceselor \u0219i \u00eenv\u0103\u021barea automat\u0103.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Din motive de claritate, \u00eenv\u0103\u021barea automat\u0103 (ML) este un tip de inteligen\u021b\u0103 artificial\u0103. Aceast\u0103 tehnologie utilizeaz\u0103 algoritmi \u0219i modele statistice pentru a g\u0103si modele \u00een seturi mari de date. De acolo, poate produce informa\u021bii valoroase sau poate face predic\u021bii. Principalele diferen\u021be dintre Robotic Process Automation \u0219i Machine Learning sunt c\u0103 RPA este ghidat \u00een mod explicit, \u00een timp ce ML este l\u0103sat liber s\u0103 descopere propriile modalit\u0103\u021bi de procesare a datelor.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00cenv\u0103\u021barea automat\u0103 a proceselor robotice este posibil\u0103 atunci c\u00e2nd instrumentele RPA sunt completate cu inteligen\u021b\u0103 artificial\u0103. Prin urmare, atunci c\u00e2nd sunt utilizate \u00eempreun\u0103, RPA \u0219i Machine Learning reprezint\u0103 unul dintre cele mai interesante orizonturi \u00een domeniul automatiz\u0103rii.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Aplicatii_ale_AI_si_RPA\"><\/span><strong>Aplica\u021bii ale AI \u0219i RPA<\/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=\"utilizarea rpa \u00een logistic\u0103\" 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;\">La un nivel superficial, RPA \u0219i AI au multe asem\u0103n\u0103ri \u00een ceea ce prive\u0219te modul \u00een care tehnologia este aplicat\u0103 \u00een mediile de afaceri. Ambele instrumente au ca scop extinderea \u0219i cre\u0219terea num\u0103rului de lucr\u0103tori umani, permi\u021b\u00e2nd \u00eentreprinderilor s\u0103 ob\u021bin\u0103 o mai mare productivitate, precizie \u0219i eficien\u021b\u0103.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Aplicatii_ale_IA\"><\/span><strong>1. Aplica\u021bii ale IA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Inteligen\u021ba artificial\u0103 este utilizat\u0103 \u00eentr-o mare varietate de industrii \u00een mai multe moduri remarcabile, printre care:<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Analiza predictiv\u0103<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Vehicule autonome<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Software de recunoa\u0219tere facial\u0103<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Securitatea cibernetic\u0103  <\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Personalizare<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Automatizarea marketingului<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Proiectarea medicamentelor farmaceutice<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Detectarea fraudelor<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Serviciul de chat pentru clien\u021bi chatbots<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Aplicatii_ale_RPA\"><\/span><strong>2. Aplica\u021bii ale RPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/www.zaptest.com\/ro\/un-ghid-complet-pentru-automatizarea-proceselor-robotice-rpa\"><br \/>\n  <span style=\"font-weight: 400;\">RPA<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\"> a c\u00e2\u0219tigat o adop\u021bie pe scar\u0103 larg\u0103 \u00een comunitatea de afaceri, deoarece poate efectua o varietate de sarcini, cum ar fi:<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u00cembarcarea clien\u021bilor \u0219i a angaja\u021bilor<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Generarea de rapoarte<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Introducerea \u0219i migrarea datelor<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Testarea automatizat\u0103 a software-ului<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Verific\u0103ri de angajare sau de credit<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Sisteme de urm\u0103rire a candida\u021bilor<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Automatizarea KYC<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Aceste aplica\u021bii ale AI \u0219i RPA sunt doar v\u00e2rful aisbergului. Ambele tehnologii au fost adoptate \u00een cadrul \u00eentreprinderilor pentru a ajuta la automatizarea unui num\u0103r nesf\u00e2r\u0219it de sarcini \u00een vederea cre\u0219terii eficien\u021bei \u0219i acurate\u021bei.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"IA_si_RPA_Diferente_si_asemanari\"><\/span><strong>IA \u0219i RPA: Diferen\u021be \u0219i asem\u0103n\u0103ri<\/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=\"utilizarea rpa \u00een domeniul imobiliar\" 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;\">Exist\u0103 o mul\u021bime de leg\u0103turi \u00eentre RPA \u0219i AI, dar exist\u0103 c\u00e2teva diferen\u021be cheie pe care trebuie s\u0103 le cunoa\u0219te\u021bi.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Care_este_diferenta_dintre_AI_si_RPA\"><\/span><strong>Care este diferen\u021ba dintre AI \u0219i RPA?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"1_Dezvoltare\"><\/span><strong>1. Dezvoltare<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Unul dintre cele mai bune moduri de a lua \u00een considerare AI \u0219i RPA este reprezentat de diferitele procese de dezvoltare din spatele fiec\u0103rui software.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">RPA se bazeaz\u0103 pe procese. Dezvoltatorii traseaz\u0103 sarcinile pe care doresc s\u0103 le automatizeze \u0219i transform\u0103 etapele \u00eentr-un script de calculator care le \u00eendepline\u0219te.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Inteligen\u021ba artificial\u0103 se bazeaz\u0103 pe date. Aceasta utilizeaz\u0103 \u00eenv\u0103\u021barea automat\u0103 pentru a g\u0103si modele \u00een seturi mari de date, care sunt antrenate pentru a produce rezultate. Odat\u0103 ce ace\u0219ti algoritmi func\u021bioneaz\u0103 bine, ei pot primi noi intr\u0103ri \u0219i procesa noi date pentru a r\u0103spunde la \u00eentreb\u0103ri, a face predic\u021bii sau a declan\u0219a ac\u021biuni.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"2_Gandire_vs_actiune\"><\/span><strong>2. G\u00e2ndire vs. ac\u021biune<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Un mod de a exprima diferen\u021ba dintre inteligen\u021ba artificial\u0103 \u0219i automatizare este compararea g\u00e2ndirii cu ac\u021biunea.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">RPA \u00ee\u0219i \u00eendepline\u0219te sarcinile ca un cal de b\u0103taie loial. Nu are nevoie s\u0103 g\u00e2ndeasc\u0103, ci doar s\u0103 fac\u0103.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00cen schimb, inteligen\u021ba artificial\u0103 utilizeaz\u0103 procese cognitive similare cu g\u00e2ndirea uman\u0103. Acesta poate citi e-mailuri \u0219i alte forme de date nestructurate pentru a extrage semnifica\u021bii sau pentru a g\u0103si modele \u00een date pentru a extrage informa\u021bii sau chiar predic\u021bii. Mai mult, prin utilizarea \u00eenv\u0103\u021b\u0103rii automate, instrumentele de inteligen\u021b\u0103 artificial\u0103 pot absorbi \u00een mod constant noi informa\u021bii, pot \u00eenv\u0103\u021ba din scenarii \u0219i se pot \u00eembun\u0103t\u0103\u021bi \u00een timp.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"3_Bariere_la_intrare\"><\/span><strong>3. Bariere la intrare<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">RPA a fost adoptat\u0103 pe scar\u0103 larg\u0103 deoarece este eficient\u0103 din punct de vedere al costurilor, se implementeaz\u0103 rapid \u0219i are o curb\u0103 de \u00eenv\u0103\u021bare superficial\u0103.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Inteligen\u021ba artificial\u0103, \u00een schimb, este foarte tehnic\u0103, dificil de antrenat \u0219i costisitoare, \u00een mare parte din cauza dependen\u021bei sale de seturi uria\u0219e de date.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"4_Aplicarea_in_mediile_de_lucru\"><\/span><strong>4. Aplicarea \u00een mediile de lucru<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">RPA are mai multe cazuri de utilizare, cum ar fi introducerea de date, r\u0103zuirea site-urilor web \u0219i procesarea facturilor. Cu toate acestea, este cel mai potrivit pentru sarcini previzibile, cu pa\u0219i foarte bine defini\u021bi.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Pe de alt\u0103 parte, inteligen\u021ba artificial\u0103 poate \u00eendeplini o gam\u0103 mai larg\u0103 de sarcini, cum ar fi prelucrarea complex\u0103 a datelor, luarea deciziilor inteligente \u0219i chiar crearea de con\u021binut.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Care_sunt_asemanarile_dintre_AI_si_RPA\"><\/span><strong>Care sunt asem\u0103n\u0103rile dintre AI \u0219i RPA?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"1_Automaton\"><\/span><strong>1. Automaton<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">At\u00e2t RPA, c\u00e2t \u0219i AI automatizeaz\u0103 sarcini care erau \u00een mod tradi\u021bional efectuate de operatori umani. De\u0219i folosesc tehnologii diferite \u0219i \u00ee\u0219i \u00eendeplinesc sarcinile \u00een moduri proprii, ambele reduc povara asupra lucr\u0103torilor umani.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Pe scurt, ambele instrumente sunt capabile at\u00e2t s\u0103 \u00eenlocuiasc\u0103 for\u021ba de munc\u0103 uman\u0103, c\u00e2t \u0219i s\u0103 sporeasc\u0103 for\u021ba de munc\u0103 uman\u0103 prin mecanizarea sarcinilor legate de tehnologia informa\u021biei.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"2_Integrare\"><\/span><strong>2. Integrare<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">RPA \u0219i AI se pot integra cu sistemele de afaceri existente pentru a le extinde capacit\u0103\u021bile, pentru a face afacerile mai eficiente \u0219i chiar pentru a prelungi durata de via\u021b\u0103 a sistemelor existente.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"3_Reducerea_erorilor\"><\/span><strong>3. Reducerea erorilor<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">At\u00e2t AI, c\u00e2t \u0219i RPA sunt actori importan\u021bi \u00een combaterea erorilor umane. Prin mecanizarea proceselor de afaceri, \u00eentreprinderile pot reduce costurile monetare \u0219i de reputa\u021bie care rezult\u0103 din gre\u0219elile care pot fi prevenite,<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"IA_si_RPA_Puncte_tari_si_puncte_slabe\"><\/span><strong>IA \u0219i RPA: Puncte tari \u0219i puncte slabe<\/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=\"testarea alfa vs testarea beta\" 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;\">Niciun instrument nu este perfect. Dac\u0103 dori\u021bi s\u0103 debloca\u021bi beneficiile automatiz\u0103rii, trebuie s\u0103 \u00een\u021belege\u021bi punctele forte \u0219i punctele slabe ale RPA \u0219i AI.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Puncte_tari_si_puncte_slabe_ale_IA\"><\/span><strong>1. Puncte tari \u0219i puncte slabe ale IA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">S\u0103 explor\u0103m c\u00e2teva dintre avantajele \u0219i dezavantajele AI pentru automatizare<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Punctele_forte_ale_AI\"><\/span><strong>Punctele forte ale AI<\/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;\">Poate \u00eenv\u0103\u021ba la locul de munc\u0103<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ofer\u0103 o flexibilitate mai mare dec\u00e2t RPA<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Poate procesa date nestructurate<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Punctele_slabe_ale_AI\"><\/span><strong>Punctele slabe ale AI<\/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;\">Costisitoare pentru dezvoltare<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Implementarea este foarte tehnic\u0103<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Necesit\u0103 seturi de date vaste pentru a se antrena<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Puncte_tari_si_puncte_slabe_ale_RPA\"><\/span><strong>2. Puncte tari \u0219i puncte slabe ale RPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">S\u0103 explor\u0103m c\u00e2teva dintre avantajele \u0219i dezavantajele RPA pentru automatizare<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Punctele_forte_ale_RPA\"><\/span><strong>Punctele forte ale RPA<\/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;\">Automatizeaz\u0103 cu acurate\u021be sarcinile de volum mare<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Eficien\u021ba costurilor<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Rapid \u0219i u\u0219or de implementat<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Punctele_slabe_ale_RPA\"><\/span><strong>Punctele slabe ale RPA<\/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;\">Poate fi dificil de extins<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Nu poate procesa date nestructurate<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Potrivit numai pentru sarcini \u00eenguste<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Studii_de_caz_RPA_si_AI\"><\/span><strong>Studii de caz RPA \u0219i AI<\/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 Lifecycle &amp; Process - 10 pa\u0219i pentru implementarea automatiz\u0103rii proceselor robotice\" 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;\">Poate c\u0103 cel mai simplu mod de a \u00een\u021belege impactul \u0219i posibilit\u0103\u021bile oric\u0103rei tehnologii este prin studii de caz. V\u0103 prezent\u0103m aici studii de caz at\u00e2t pentru RPA, c\u00e2t \u0219i pentru AI, pentru a v\u0103 ar\u0103ta cum v\u0103 pot ajuta afacerea.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Studiu_de_caz_RPA\"><\/span><strong>1. Studiu de caz RPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">O banc\u0103 din top 30 din SUA, cu active de peste 150 de miliarde de dolari, cheltuia multe ore de lucru pentru procesele ipotecare, inclusiv introducerea de date, procesarea documentelor, verificarea datelor \u0219i multe altele. \u00cen afar\u0103 de efortul manual, aceste fluxuri de lucru erau, de asemenea, supuse erorilor umane. Banca a colaborat cu Ernst &amp; Young pentru a g\u0103si o solu\u021bie de \u00eembun\u0103t\u0103\u021bire a productivit\u0103\u021bii.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ace\u0219tia au folosit o solu\u021bie RPA care s\u0103 se integreze perfect \u00een infrastructura lor IT existent\u0103 pentru a gestiona sarcinile manuale legate de ipoteci. Rezultatele au fost uluitoare, inclusiv o cre\u0219tere de 2-3 ori a eficien\u021bei, economii de 1 milion de dolari \u0219i o eliminare total\u0103 a erorilor.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Studiu_de_caz_privind_inteligenta_artificiala_RPA\"><\/span><strong>2. Studiu de caz privind inteligen\u021ba artificial\u0103 RPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><b>Expion Health<\/b><span style=\"font-weight: 400;\">  este o solu\u021bie de gestionare a costurilor de s\u0103n\u0103tate cu sediul \u00een Gaithersburg, Maryland. Ace\u0219tia \u00ee\u0219i ajut\u0103 clien\u021bii din domeniul asigur\u0103rilor medicale cu informa\u021bii privind gestionarea cererilor de desp\u0103gubire \u00eentr-o industrie care este cunoscut\u0103 pentru pre\u021burile variabile \u0219i pre\u021burile exorbitante. Fluxurile lor de lucru erau manuale, iar asigur\u0103torii trimiteau cererile de desp\u0103gubire at\u00e2t \u00een format electronic, c\u00e2t \u0219i pe h\u00e2rtie. Prelucrarea cererilor de rambursare \u00een acest mod a limitat echipa lor la aproximativ 75 de cereri pe zi.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Reducerea timpului pentru fiecare cerere a fost o problem\u0103. Cu toate acestea, deoarece datele erau nestructurate, o solu\u021bie RPA tipic\u0103 nu ar fi func\u021bionat. Aveau nevoie de o solu\u021bie care s\u0103 fie completat\u0103 de inteligen\u021b\u0103 artificial\u0103, \u00een special de recunoa\u0219terea optic\u0103 a caracterelor \u0219i de procesarea limbajului natural.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Prin implementarea unui software RPA + AI, ace\u0219tia au convertit cererile de rambursare pe h\u00e2rtie \u00een PDF-uri, extr\u0103g\u00e2nd datele relevante \u00eenainte de a trimite informa\u021biile privind pre\u021burile c\u0103tre sistemul lor intern. Solu\u021bia a dus la o cre\u0219tere cu 600% a num\u0103rului de cereri de rambursare procesate \u00een fiecare zi.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Cum_sa_alegeti_intre_RPA_si_AI\"><\/span><strong>Cum s\u0103 alege\u021bi \u00eentre RPA \u0219i AI?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Alegerea \u00eentre RPA \u0219i AI nu se refer\u0103 at\u00e2t la o lupt\u0103 \u00eentre cele dou\u0103 tipuri de tehnologie, c\u00e2t mai degrab\u0103 la procesele pe care trebuie s\u0103 le automatiza\u021bi. RPA este cea mai bun\u0103 alegere atunci c\u00e2nd ave\u021bi fluxuri de lucru standardizate, \u00een timp ce AI este mai bun\u0103 pentru scenarii \u00een care lucrurile sunt pu\u021bin mai neclare.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A\u0219adar, o \u00eentrebare mai bun\u0103 de pus este: &#8222;Care sunt cele mai bune situa\u021bii pentru RPA \u0219i care sunt cele mai bune pentru AI?&#8221;.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Cea mai bun\u0103 abordare \u00een acest caz este s\u0103 v\u0103 g\u00e2ndi\u021bi la procesul existent al fluxului de lucru pe care dori\u021bi s\u0103 \u00eel automatiza\u021bi. Vizualiza\u021bi-o sau face\u021bi o hart\u0103, \u00eemp\u0103r\u021bind procesul \u00een etape. S\u0103 folosim c\u00e2teva exemple pentru a ilustra acest lucru.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Scenariul_1\"><\/span><strong>Scenariul 1<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Sunte\u021bi contabil la o firm\u0103 de construc\u021bii foarte aglomerat\u0103. Una dintre cele mai mari consumatoare de timp din ziua de lucru este \u00eenregistrarea cheltuielilor \u0219i asigurarea ramburs\u0103rii cheltuielilor contractorilor pentru articolele achizi\u021bionate pentru a finaliza lucr\u0103rile. Angaja\u021bii trebuie s\u0103 \u00ee\u0219i \u00eencarce cheltuielile pe un portal de internet, unde le \u00eenregistra\u021bi \u0219i actualiza\u021bi salariile pentru a reflecta aceste cifre.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Utilizati_RPA\"><\/span><b>Utiliza\u021bi RPA<\/b><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Pa\u0219ii sunt previzibili, iar datele sunt structurate. Pa\u0219ii ar putea ar\u0103ta cam a\u0219a.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Atunci c\u00e2nd contractan\u021bii \u00eencarc\u0103 un raport de cheltuieli, acesta declan\u0219eaz\u0103 robotul<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Robotul deschide foaia de calcul a cheltuielilor \u0219i extrage datele<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Bot \u00eenregistreaz\u0103 suma \u0219i scopul \u0219i o deconteaz\u0103 \u00een contul respectiv.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Robotul deschide, de asemenea, programul de salarizare \u0219i crediteaz\u0103 suma \u00een contul antreprenorului.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Scenariul_2\"><\/span><strong>Scenariul 2<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Din nou, sunte\u021bi contabil la o firm\u0103 de construc\u021bii foarte aglomerat\u0103. Ave\u021bi mai multe conturi la diferi\u021bi furnizori de materiale de construc\u021bii. La sf\u00e2r\u0219itul lunii, ei v\u0103 trimit facturile prin e-mail. Cu toate acestea, fiecare firm\u0103 are propriile modele de facturi, ceea ce \u00eenseamn\u0103 c\u0103 datele sunt nestructurate.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Utilizati_AI\"><\/span><b>Utiliza\u021bi AI<\/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;\">Inteligen\u021ba artificial\u0103 este un termen generic pentru diferite tehnologii, dintre care dou\u0103 sunt recunoa\u0219terea optic\u0103 a caracterelor \u0219i procesarea limbajului natural. Cu ajutorul acestor tehnologii, pute\u021bi citi \u0219i \u00een\u021belege facturile care apar \u00een e-mail \u0219i le pute\u021bi transforma \u00een date structurate. Odat\u0103 ce AI-ul a analizat informa\u021biile \u00eentr-o foaie de calcul structurat\u0103, pute\u021bi utiliza RPA pentru a finaliza sarcina \u0219i a \u00eenregistra sau chiar procesa facturile.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Cand_sa_utilizati_RPA_si_cand_sa_utilizati_AI_pentru_lista_de_verificare_a_automatizarii_proceselor\"><\/span><strong>C\u00e2nd s\u0103 utiliza\u021bi RPA \u0219i c\u00e2nd s\u0103 utiliza\u021bi AI pentru lista de verificare a automatiz\u0103rii proceselor<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Iat\u0103 o list\u0103 de verificare rapid\u0103 pentru a v\u0103 ajuta s\u0103 \u00een\u021belege\u021bi care procese sunt cele mai bune pentru RPA \u0219i care sunt cele mai bune pentru AI.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Utilizati_RPA-2\"><\/span><strong>Utiliza\u021bi RPA:<\/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;\">Atunci c\u00e2nd sarcinile de lucru sunt de volum mare, previzibile \u0219i bazate pe reguli<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Atunci c\u00e2nd intr\u0103rile de date implic\u0103 date structurate<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Atunci c\u00e2nd rezultatele procesului pot fi determinate la \u00eenceputul procesului<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Utilizati_inteligenta_artificiala\"><\/span><strong>Utiliza\u021bi inteligen\u021ba artificial\u0103:<\/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;\">Atunci c\u00e2nd procesele sunt foarte variabile \u0219i necesit\u0103 o anumit\u0103 form\u0103 de cunoa\u0219tere, cum ar fi luarea de decizii complexe.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Atunci c\u00e2nd intr\u0103rile de date implic\u0103 date nestructurate<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Atunci c\u00e2nd rezultatul fluxului de lucru este imposibil de prev\u0103zut la \u00eenceputul procesului<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Va_inlocui_AI-ul_RPA\"><\/span><strong>Va \u00eenlocui AI-ul RPA?<\/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=\"clarificarea unor confuzii \u00een automatizarea testelor software\" width=\"419\" height=\"279\"><\/p>\n<p><span style=\"font-weight: 400;\">Exist\u0103 o nara\u021biune persistent\u0103 \u00een mass-media \u0219i \u00een r\u00e2ndul unor anali\u0219ti conform c\u0103reia IA este o for\u021b\u0103 de neoprit care va \u00eenlocui totul, inclusiv lucr\u0103torii umani. Deci, ce \u00eenseamn\u0103 acest lucru pentru RPA? Oare o va \u00eenlocui \u0219i IA?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Orice predic\u021bie conform c\u0103reia AI va \u00eenlocui RPA se bazeaz\u0103 pe ne\u00een\u021belegeri cu privire la tehnologiile respective. Dup\u0103 cum am ar\u0103tat \u00een acest articol, de\u0219i ambele tehnologii au multe puncte de intersec\u021bie, este inexact s\u0103 le consider\u0103m instrumente concurente.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Poate c\u0103 o parte din confuzie provine din faptul c\u0103 AI poate spori RPA. Cu toate acestea, este diferit de \u00eenlocuirea acestuia. \u00cen aceea\u0219i ordine de idei, procesele RPA pot fi ra\u021bionalizate \u00een continuare de c\u0103tre AI, dar substructura este tot RPA.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A\u0219adar, \u00een timp ce AI poate \u00eenlocui multe sarcini umane, inclusiv sarcinile efectuate de obicei de robo\u021bii RPA, este mai probabil ca tehnologiile s\u0103 colaboreze \u00een viitor, mai degrab\u0103 dec\u00e2t s\u0103 se \u00eenlocuiasc\u0103 reciproc.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">RPA este primul pas pe drumul spre hiperautomatizare. Pentru a ajunge la aceast\u0103 destina\u021bie vor fi necesare tehnologii de inteligen\u021b\u0103 artificial\u0103, cum ar fi \u00eenv\u0103\u021barea automat\u0103 \u0219i analiza datelor. \u00cen timp ce AI va fi esen\u021bial\u0103 pentru a oferi beneficiile g\u00e2ndirii de ordin superior \u00een automatizare, sarcinile \u00een sine vor fi efectuate de robo\u021bii RPA. Inteligen\u021ba artificial\u0103 va orchestra \u0219i dirija RPA, nu o va \u00eenlocui.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Viitorul nu este Robotic Process Automation vs AI, ci Robotic Process Automation \u0219i AI.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Unde_converg_AI_si_RPA\"><\/span><strong>Unde converg AI \u0219i RPA<\/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=\"Ce este Robotic Process Automation (RPA)?\" width=\"475\" height=\"207\"><\/p>\n<p><span style=\"font-weight: 400;\">Exist\u0103 un citat celebru al lui Albert Einstein care spune,<\/span><\/p>\n<p><span style=\"font-weight: 400;\"> <\/span><i><span style=\"font-weight: 400;\">&#8222;Calculatoarele sunt incredibil de rapide, precise \u0219i stupide. Fiin\u021bele umane sunt incredibil de lente, inexacte \u0219i geniale. \u00cempreun\u0103 sunt puternice dincolo de orice imagina\u021bie.&#8221;<\/span><\/i><\/p>\n<p><span style=\"font-weight: 400;\">Acest citat ajunge la esen\u021ba lucrurilor la care computerele exceleaz\u0103, subliniind \u00een acela\u0219i timp \u0219i limitele acestora. Atunci c\u00e2nd vine vorba de g\u00e2ndirea de ordin superior, cum ar fi creativitatea, ra\u021bionamentul abstract sau luarea de decizii complexe &#8211; sau, \u00een principiu, orice lucru care nu implic\u0103 urmarea unor instruc\u021biuni pas cu pas &#8211; computerele nu pot concura cu min\u021bile umane. \u00cen multe privin\u021be, inteligen\u021ba artificial\u0103 este o \u00eencercare de a reduce decalajul dintre oameni \u0219i computere \u0219i de a crea un parteneriat care s\u0103 combine cele mai bune lucruri din ambele lumi.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Puterea inimaginabil\u0103 despre care vorbea Einstein este prezent\u0103 \u00een rela\u021bia dintre AI \u0219i RPA. Capacitatea inteligen\u021bei artificiale de a simula diverse aspecte ale cunoa\u0219terii umane, atunci c\u00e2nd este combinat\u0103 cu viteza \u0219i acurate\u021bea RPA, este punctul de convergen\u021b\u0103 a celor dou\u0103 instrumente. Limitele a ceea ce poate realiza RPA au fost odat\u0103 trasate \u00een puncte care necesitau luarea de decizii umane. Cu toate acestea, sporirea acestor sisteme cu inteligen\u021b\u0103 artificial\u0103 elimin\u0103 aceste grani\u021be, permi\u021b\u00e2nd \u00eentreprinderilor s\u0103 automatizeze o gam\u0103 mai larg\u0103 de sarcini \u0219i s\u0103 deblocheze mai multe beneficii.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Atunci c\u00e2nd RPA \u0219i AI sunt \u00eembinate, ele creeaz\u0103 o a treia categorie tehnologic\u0103 numit\u0103 Automatizare inteligent\u0103 (IA) sau Automatizare inteligent\u0103 a proceselor (IPA). \u00cen acest scenariu &#8222;cel mai bun din ambele lumi&#8221;, \u00eentreprinderile pot utiliza instrumente RPA care pot \u00eenv\u0103\u021ba din mediul lor prin \u00eenv\u0103\u021bare automat\u0103 (ML).  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Partea bun\u0103 este c\u0103 pute\u021bi cre\u0219te complexitatea procesului pe care dori\u021bi s\u0103 \u00eel automatiza\u021bi, deoarece AI ajut\u0103 la eliminarea unor blocaje, cum ar fi gestionarea datelor nestructurate sau luarea de decizii.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Unul dintre cele mai interesante domenii de convergen\u021b\u0103 a AI \u0219i RPA este <\/span><a href=\"https:\/\/www.zaptest.com\/ro\/ce-este-automatizarea-testelor-un-ghid-simplu-fara-jargon\"><br \/>\n  <span style=\"font-weight: 400;\">automatizarea testelor<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">. \u00cen lumea noastr\u0103 din ce \u00een ce mai digitalizat\u0103, software-ul \u0219i aplica\u021biile mobile vor continua s\u0103 \u00eembun\u0103t\u0103\u021beasc\u0103 afacerile. Nu au trecut nici m\u0103car 20 de ani de c\u00e2nd smartphone-urile au devenit banale. \u00cen acest timp, ele ne-au revolu\u021bionat via\u021ba, permi\u021b\u00e2ndu-ne s\u0103 r\u0103m\u00e2nem conecta\u021bi \u0219i s\u0103 lucr\u0103m \u00een moduri noi.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Cheia acestor progrese este dezvoltarea de software. Cu toate acestea, este cunoscut faptul c\u0103 este un proces care necesit\u0103 mult timp \u0219i este costisitor. Instrumentele de automatizare a testelor bazate pe inteligen\u021b\u0103 artificial\u0103 \u0219i RPA pot contribui la reducerea timpului \u0219i a costurilor de lansare a produselor pe pia\u021b\u0103.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Cum_se_imbunatateste_automatizarea_testelor_prin_AI_si_RPA\"><\/span><strong>Cum se \u00eembun\u0103t\u0103\u021be\u0219te automatizarea testelor prin AI \u0219i 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=\"viziune computerizat\u0103 pentru testarea software\" width=\"413\" height=\"431\"><\/p>\n<p><a href=\"https:\/\/www.zaptest.com\/ro\/un-ghid-complet-pentru-automatizarea-testelor-software\"><span style=\"font-weight: 400;\">Automatizarea testelor software<\/span><\/a><span style=\"font-weight: 400;\">  a fost un proces manual. A fost costisitor \u0219i a necesitat mult timp \u0219i, \u00een cele din urm\u0103, a m\u0103rit ciclul de via\u021b\u0103 al dezvolt\u0103rii. Cu toate acestea, este o etap\u0103 at\u00e2t de critic\u0103, \u00eenc\u00e2t editorii \u0219i dezvoltatorii nu au avut de ales dec\u00e2t s\u0103 investeasc\u0103 resurse \u00een acest proces. \u00cen timp ce aceste probleme \u0219i simptomele lor exist\u0103 \u0219i ast\u0103zi, automatizarea testelor software ofer\u0103 o solu\u021bie excelent\u0103.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Automatizarea testelor implic\u0103 utilizarea de software specializat pentru a valida \u0219i testa aplica\u021biile informatice. De obicei, utilizeaz\u0103 interfe\u021be grafice cu utilizatorul (GUI) \u0219i interfe\u021be de programare a aplica\u021biilor (API) pentru a efectua o varietate de teste diferite, de la testarea de la un cap\u0103t la altul la validarea continu\u0103 a codului nou angajat.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Utilizarea inteligen\u021bei artificiale \u0219i a RPA \u00een testarea software este cu adev\u0103rat interesant\u0103. Unele dintre avantajele evidente sunt economisirea de timp \u0219i bani. Cu toate acestea, poten\u021bialul real const\u0103 \u00een capacitatea de a executa \u00een mod autonom coduri care se testeaz\u0103, diagnosticheaz\u0103 \u0219i se vindec\u0103 singure. Dac\u0103 ad\u0103ug\u0103m la aceasta faptul c\u0103 instrumentele de inteligen\u021b\u0103 artificial\u0103 generativ\u0103 sunt capabile s\u0103 scrie cod, putem spune c\u0103 ne afl\u0103m \u00een pragul unui moment special \u00een istoria omenirii.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Pe m\u0103sur\u0103 ce cererea de lans\u0103ri mai rapide de software a crescut \u00een ultimii ani, abord\u0103rile DevOps \u0219i Agile au fost completate de CI\/CD. Acum, RPA \u0219i automatizarea testelor cu ajutorul inteligen\u021bei artificiale pot avea un impact similar. Aceast\u0103 situa\u021bie a dus la o cre\u0219tere a instrumentelor de automatizare a testelor, dintre care unele vor fi analizate mai jos.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Cele_mai_bune_instrumente_de_automatizare_a_testelor_in_2023\"><\/span><strong>Cele mai bune instrumente de automatizare a testelor \u00een 2023<\/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 + suita de automatizare a testelor\" 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;\">Iat\u0103 c\u00e2teva dintre cele mai bune instrumente de automatizare a testelor de pe pia\u021b\u0103.<\/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;\">Autify este un instrument de automatizare a testelor cu ajutorul inteligen\u021bei artificiale. Datorit\u0103 unei interfe\u021be intuitive \u0219i a func\u021biilor f\u0103r\u0103 cod, Autify permite echipelor de asigurare a calit\u0103\u021bii s\u0103 testeze \u00een browser. Instrumentul poate gestiona aplica\u021bii web \u0219i mobile \u0219i dispune de o inteligen\u021b\u0103 artificial\u0103 care se repar\u0103 singur\u0103. Autify se integreaz\u0103 perfect cu instrumentele CI\/CD, Jenkins \u0219i chiar cu Slack.  <\/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;\">AvoAssure este un instrument de testare f\u0103r\u0103 cod care permite automatizarea testelor de la un cap\u0103t la altul pentru echipele non-tehnice. Produsul faciliteaz\u0103 testarea pe mai multe platforme: web, desktop, mobil \u0219i multe altele. \u00cen cele din urm\u0103, are caracteristici bune de raportare \u0219i o mul\u021bime de op\u021biuni de integrare.<\/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;\">Cypress este un cadru de automatizare a testelor de la un cap\u0103t la altul, bazat pe JavaScript. A fost creat pentru a facilita testarea aplica\u021biilor web. Simplitatea este cheia pentru Cypress, dup\u0103 cum reiese din construc\u021bia sa simpl\u0103 \u0219i dependen\u021bele minime.  <\/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;\">testRigor este o solu\u021bie solid\u0103 de testare end-to-end. Instrumentul de automatizare a testelor este f\u0103r\u0103 cod \u0219i accept\u0103 aplica\u021bii web, mobile \u0219i API-uri. Testele sunt, \u00een general, rapide, stabile \u0219i precise, iar datorit\u0103 func\u021bionalit\u0103\u021bii sale cross-platform \u0219i cross-browser, cre\u0219te treptat \u00een popularitate.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Dramaturg\"><\/span><span style=\"font-weight: 400;\">Dramaturg<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Playwright este un alt instrument popular de automatizare a testelor construit pentru testarea aplica\u021biilor web de la un cap\u0103t la altul. Este multi-platform\u0103 \u0219i accept\u0103 majoritatea motoarelor de redare \u0219i mai multe limbaje de programare. Dac\u0103 ad\u0103uga\u021bi la aceasta selectorul Visual Studio Code \u0219i func\u021bia Mobile Emulator, pute\u021bi \u00een\u021belege de ce mul\u021bi dezvoltatori \u00eei tolereaz\u0103 lipsa de u\u0219urin\u021b\u0103 \u00een utilizare.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u00cen timp ce cele cinci instrumente enumerate mai sus au fiecare caracteristici excelente, acestea nu au puterea unei solu\u021bii de ultim\u0103 genera\u021bie care combin\u0103 at\u00e2t RPA, c\u00e2t \u0219i automatizarea testelor.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\"><br \/>\n<\/span><strong><a href=\"https:\/\/www.zaptest.com\/ro\">ZAPTEST<\/a><\/strong><span style=\"font-weight: 400;\">  ofer\u0103 instrumente de automatizare a testelor \u0219i instrumente RPA de ultim\u0103 genera\u021bie. Ambele func\u021bionalit\u0103\u021bi sunt disponibile la un cost fix cu licen\u021be nelimitate. Pe m\u0103sur\u0103 ce ne \u00eendrept\u0103m spre hiperautomatizare \u0219i dezvoltare automat\u0103 a software-ului, instrumentele de testare durabil\u0103 pentru desktop, browser \u0219i instrumente de aplica\u021bii mobile vor juca un rol esen\u021bial pentru dezvoltatorii de software \u0219i pentru \u00eentreprinderile care creeaz\u0103 software personalizat. ZAPTEST v\u0103 poate ajuta la fiecare pas.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Viitorul_AI_si_RPA\"><\/span><strong>Viitorul AI \u0219i RPA<\/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=\"tipuri de teste de performan\u021b\u0103\" width=\"392\" height=\"261\"><\/p>\n<p><span style=\"font-weight: 400;\">P\u00e2n\u0103 acum, ar trebui s\u0103 fie clar c\u0103 viitorul AI \u0219i RPA sunt interconectate. Ambele tehnologii faciliteaz\u0103 transformarea digital\u0103 \u0219i permit companiilor s\u0103 lucreze mai mult, mai repede \u0219i mai bine, eliber\u00e2nd \u00een acela\u0219i timp angaja\u021bii pentru a se implica \u00een sarcini creative, orientate spre valoare.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Pe m\u0103sur\u0103 ce traiectoria spre automatizarea total\u0103 continu\u0103, este interesant s\u0103 ne g\u00e2ndim \u00eencotro se \u00eendreapt\u0103 aceast\u0103 rachet\u0103. Aceast\u0103 destina\u021bie este hiperautomatizarea.  <\/span><\/p>\n<p><a href=\"https:\/\/www.zaptest.com\/hyperautomation\"><span style=\"font-weight: 400;\">Hiperautomatizare<\/span><\/a><span style=\"font-weight: 400;\">  este un mod de g\u00e2ndire. Aceasta descrie o perspectiv\u0103 \u00een care fiecare proces care poate fi automatizat este automatizat. O mare parte a acestui viitor va include \u00eenv\u0103\u021barea automat\u0103 RPA. Pe m\u0103sur\u0103 ce lumea afacerilor se schimb\u0103 \u0219i devine mai imprevizibil\u0103, organiza\u021biile vor trebui s\u0103 devin\u0103 mai agile pentru a r\u0103m\u00e2ne competitive. Hiperautomatizarea va permite aceste ajust\u0103ri, cresc\u00e2nd \u00een acela\u0219i timp acurate\u021bea \u0219i productivitatea, reduc\u00e2nd erorile \u0219i oferind servicii de personalizare \u0219i servicii pentru clien\u021bi \u00een permanen\u021b\u0103.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"IA_vs_RPA_Ganduri_finale\"><\/span><strong>IA vs RPA: G\u00e2nduri finale<\/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=\"ce este automatizarea testelor software\" width=\"380\" height=\"214\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2022\/03\/close-up-hand-holding-futuristic-screen-980x552.jpg 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2022\/03\/close-up-hand-holding-futuristic-screen-480x270.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, 100vw\" \/><\/p>\n<p><span style=\"font-weight: 400;\">C\u00e2nd vine vorba de criz\u0103, diferen\u021ba dintre AI \u0219i RPA poate fi rezumat\u0103 succint. RPA imit\u0103 ac\u021biunile umane, \u00een timp ce IA imit\u0103 g\u00e2ndirea uman\u0103. Niciunul dintre aceste instrumente nu este capabil s\u0103 reprezinte \u00een propor\u021bie de 1:1 ac\u021biunile sau g\u00e2ndurile umane, dar sunt o replic\u0103 suficient de bun\u0103 pentru a ajuta \u00eentreprinderile s\u0103 automatizeze sarcini cu o vitez\u0103, precizie sau abilitate care dep\u0103\u0219e\u0219te cu mult capacitatea uman\u0103 tipic\u0103.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00cen lumea fiin\u021belor umane, avem nevoie at\u00e2t de g\u00e2ndire, c\u00e2t \u0219i de ac\u021biuni. \u00cembinarea acestor moduri de a fi este cea care a ajutat omenirea s\u0103 construiasc\u0103, s\u0103 creeze \u0219i s\u0103 prospere. Ne putem g\u00e2ndi la convergen\u021ba dintre RPA \u0219i IA \u00een mod similar.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Pe scurt, IA ne permite s\u0103 valorific\u0103m \u0219i s\u0103 extindem puterile RPA pentru a atinge posibilit\u0103\u021bi noi \u0219i interesante.  <\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>RPA \u0219i AI sunt dou\u0103 aplica\u021bii IT interesante \u0219i inovatoare, aflate \u00een fruntea revolu\u021biei transform\u0103rii digitale. Ambele tehnologii remodeleaz\u0103 lumea muncii prin cre\u0219terea num\u0103rului de angaja\u021bi \u0219i prin deschiderea unei noi ere a productivit\u0103\u021bii. Cu toate acestea, \u00een timp ce RPA \u0219i AI au multe asem\u0103n\u0103ri \u0219i puncte de intersec\u021bie, ele sunt instrumente distincte, cu [&hellip;]<\/p>\n","protected":false},"author":14624,"featured_media":65307,"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 - Diferen\u021be, puncte comune, instrumente \u0219i suprapuneri","_seopress_titles_desc":"De la definirea RPA \u0219i AI, la procesele \u0219i tehnologiile pentru care sunt cele mai potrivite, afla\u021bi tot ce trebuie s\u0103 \u0219ti\u021bi despre diferen\u021bele dintre AI \u0219i 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":[485],"tags":[],"class_list":{"0":"post-65399","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ai-ro"},"acf":{"short_name":"RPA vs. AI"},"_links":{"self":[{"href":"https:\/\/www.zaptest.com\/ro\/wp-json\/wp\/v2\/posts\/65399","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.zaptest.com\/ro\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.zaptest.com\/ro\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/ro\/wp-json\/wp\/v2\/users\/14624"}],"replies":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/ro\/wp-json\/wp\/v2\/comments?post=65399"}],"version-history":[{"count":0,"href":"https:\/\/www.zaptest.com\/ro\/wp-json\/wp\/v2\/posts\/65399\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/ro\/wp-json\/wp\/v2\/media\/65307"}],"wp:attachment":[{"href":"https:\/\/www.zaptest.com\/ro\/wp-json\/wp\/v2\/media?parent=65399"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.zaptest.com\/ro\/wp-json\/wp\/v2\/categories?post=65399"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.zaptest.com\/ro\/wp-json\/wp\/v2\/tags?post=65399"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}