{"id":64924,"date":"2023-08-28T18:11:18","date_gmt":"2023-08-28T18:11:18","guid":{"rendered":"https:\/\/www.zaptest.com\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi"},"modified":"2023-08-28T18:11:18","modified_gmt":"2023-08-28T18:11:18","slug":"automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi","status":"publish","type":"post","link":"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi","title":{"rendered":"Automatizarea inteligent\u0103 a proceselor vs. RPA &#8211; diferen\u021be, puncte comune, instrumente \u0219i intersec\u021bii\/\u00eentreruperi"},"content":{"rendered":"<p>\u00cen excelenta lucrare &#8221; <a href=\"https:\/\/arxiv.org\/pdf\/2007.13257.pdf\">From Robotic Process Automation to Intelligent Process Automation<\/a> &#8221; (Chakraborti, 2020), autorul analizeaz\u0103 modul \u00een care, \u00een ultimul deceniu, robotizarea proceselor (RPA) a f\u0103cut s\u0103 progreseze eficien\u021ba proceselor de afaceri \u00een moduri fascinante. Cu toate acestea, el sugereaz\u0103 c\u0103 ne afl\u0103m acum la un &#8222;punct de inflexiune&#8221; \u00een cadrul acestei tendin\u021be tehnologice, automatizarea inteligent\u0103 ap\u0103r\u00e2nd ca o evolu\u021bie logic\u0103 a RPA.<\/p>\n<p>Chakraborti citeaz\u0103 noua paradigm\u0103 a automatiz\u0103rii inteligente a proceselor, care combin\u0103 automatizarea proceselor de afaceri cu \u00eenv\u0103\u021barea mecanic\u0103 (ML), inteligen\u021ba artificial\u0103 (AI) \u0219i datele despre clien\u021bi.<\/p>\n<p>RPA este o alt\u0103 component\u0103 esen\u021bial\u0103 a automatiz\u0103rii inteligente. Cele dou\u0103 concepte sunt at\u00e2t de interconectate \u00eenc\u00e2t exist\u0103 un grad de confuzie \u00een ceea ce prive\u0219te locul unde \u00eencepe automatizarea inteligent\u0103 a proceselor \u0219i unde se termin\u0103 automatizarea robotic\u0103 a proceselor.<\/p>\n<p>Acest articol va explora diferen\u021bele \u0219i punctele comune ale celor dou\u0103 discipline \u0219i va ar\u0103ta unde se intersecteaz\u0103 \u0219i se suprapun. De asemenea, vom \u00eemp\u0103rt\u0103\u0219i c\u00e2teva exemple de automatizare inteligent\u0103, al\u0103turi de cazuri de utilizare \u00een industrie.<\/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\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#Ce_este_Robotic_Process_Automation\" >Ce este Robotic Process Automation?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#Ce_este_automatizarea_inteligenta_a_proceselor_IPA\" >Ce este automatizarea inteligent\u0103 a proceselor (IPA)?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#1_Automatizarea_robotica_a_proceselor_RPA\" >1. Automatizarea robotic\u0103 a proceselor (RPA):<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#2_Invatare_automata_si_analiza_avansata\" >2. \u00cenv\u0103\u021bare automat\u0103 \u0219i analiz\u0103 avansat\u0103:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#3_Generatoare_de_limbaj_natural_NLG\" >3. Generatoare de limbaj natural (NLG)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#4_Fluxuri_de_lucru_inteligente\" >4. Fluxuri de lucru inteligente:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#5_Agenti_cognitivi\" >5. Agen\u021bi cognitivi:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#Asemanarile_dintre_RPA_si_IPA\" >Asem\u0103n\u0103rile dintre RPA \u0219i IPA<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#1_Ambele_sunt_instrumente_de_automatizare\" >1. Ambele sunt instrumente de automatizare<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#2_RPA_este_o_parte_centrala_a_IPA\" >2. RPA este o parte central\u0103 a IPA<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#3_RPA_si_IPA_au_beneficii_similare\" >3. RPA \u0219i IPA au beneficii similare<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#Diferentele_dintre_RPA_si_IPA\" >Diferen\u021bele dintre RPA \u0219i IPA<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#1_Scalabilitate\" >#1. Scalabilitate<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#2_Invatare_si_adaptare_in_timp_real\" >#2. \u00cenv\u0103\u021bare \u0219i adaptare \u00een timp real<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#3_Informatii\" >#3. Informa\u021bii<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#4_Manipularea_datelor_nestructurate\" >#4. Manipularea datelor nestructurate<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#5_RPA_este_mai_eficienta_din_punct_de_vedere_al_costurilor\" >#5. RPA este mai eficient\u0103 din punct de vedere al costurilor<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#6_RPA_este_mai_rapid_de_implementat\" >#6. RPA este mai rapid de implementat<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#7_Instrumentele_IPA_au_o_curba_de_invatare_mai_abrupta\" >#7. Instrumentele IPA au o curb\u0103 de \u00eenv\u0103\u021bare mai abrupt\u0103<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#Exemple_de_automatizare_inteligenta_a_proceselor_si_cazuri_de_utilizare_in_industrie\" >Exemple de automatizare inteligent\u0103 a proceselor \u0219i cazuri de utilizare \u00een industrie<\/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\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#1_Serviciul_clienti\" >1. Serviciul clien\u021bi<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#2_Asistenta_medicala\" >2. Asisten\u021b\u0103 medical\u0103<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#3_Finante\" >3. Finan\u021be<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#4_Fabricarea\" >4. Fabricarea<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#Sunt_automatizarea_inteligenta_a_proceselor_si_hiperautomatizarea_acelasi_lucru\" >Sunt automatizarea inteligent\u0103 a proceselor \u0219i hiperautomatizarea acela\u0219i lucru?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#Unde_se_intersecteaza_si_converg_IPA_si_RPA\" >Unde se intersecteaz\u0103 \u0219i converg IPA \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-27\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#1_IPA_ca_solutie_pentru_limitarile_RPA\" >#1. IPA ca solu\u021bie pentru limit\u0103rile RPA<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#1_Gestionarea_datelor_nestructurate\" >1. Gestionarea datelor nestructurate<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#2_Deschiderea_usii_catre_procesul_decizional_de_ordin_superior\" >2. Deschiderea u\u0219ii c\u0103tre procesul decizional de ordin superior<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#2_Ca_un_pas_inainte_spre_implementarea_IPA_sau_hiperautomatizarii\" >#2. Ca un pas \u00eenainte spre implementarea IPA sau hiperautomatiz\u0103rii<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#3_Analiza_predictiva_si_luarea_deciziilor\" >#3. Analiza predictiv\u0103 \u0219i luarea deciziilor<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#Cinci_instrumente_inteligente_de_automatizare\" >Cinci instrumente inteligente de automatizare<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#1_ZAPTEST\" >#1. ZAPTEST<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#2_IBM_Cloud_Pak_pentru_automatizarea_afacerilor\" >#2. IBM Cloud Pak pentru automatizarea afacerilor<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-35\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#3_Platforma_de_automatizare_a_afacerilor_UiPath\" >#3. Platforma de automatizare a afacerilor UiPath<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-36\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#4_SS_C_Blue_Prism_Cloud\" >#4. SS&amp;C Blue Prism Cloud<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-37\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#5_Microsoft_Power_Automate\" >#5. Microsoft Power Automate<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-38\" href=\"https:\/\/www.zaptest.com\/ro\/automatizarea-inteligenta-a-proceselor-vs-rpa-diferente-puncte-comune-instrumente-si-intersectii-intreruperi\/#Ganduri_finale\" >G\u00e2nduri finale<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Ce_este_Robotic_Process_Automation\"><\/span><strong>Ce este Robotic Process Automation?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/www.zaptest.com\/rpa\">Robotic Process Automation (RPA) <\/a>se refer\u0103 la un set de tehnologii care permit realizarea diferitelor obiective de automatizare a proceselor de afaceri (BPA). Putem defini un proces de afaceri ca fiind un set de sarcini care permit atingerea obiectivelor organiza\u021bionale. De exemplu, un proces de afaceri poate fi ceva la fel de simplu ca o verificare a creditului pentru o cerere de \u00eemprumut.<\/p>\n<p>Etapele necesare pentru o verificare a creditului implic\u0103 extragerea numelui unui client din documentele interne, solicitarea unei agen\u021bii de credit \u0219i apoi introducerea rezultatului \u00een sistemele interne. \u00cen mediile de afaceri tradi\u021bionale, aceste sarcini sunt gestionate manual. Cu toate acestea, automatizarea proceselor de afaceri utilizeaz\u0103 robo\u021bi pentru a \u00eendeplini aceste sarcini, de unde \u0219i termenul de Robotic Process Automation.<\/p>\n<p>Sarcinile RPA trebuie s\u0103 se bazeze pe reguli \u0219i s\u0103 fie previzibile. Acestea au nevoie de declan\u0219atori, intr\u0103ri \u0219i ie\u0219iri clar definite. Ca atare, gestionarea excep\u021biilor este ceva care \u00eei poate deruta. Anomaliile sau circumstan\u021bele excep\u021bionale &#8211; sau orice altceva care necesit\u0103 g\u00e2ndire din mers &#8211; nu sunt sarcini pe care RPA le poate gestiona. Desigur, asta nu \u00eenseamn\u0103 c\u0103 gestionarea excep\u021biilor este un concept str\u0103in \u00een dezvoltarea RPA.<\/p>\n<p>Exist\u0103 multe scenarii \u00een care un robot nu poate finaliza o sarcin\u0103 din cauza unei probleme legate de permisiunea de securitate sau a unor date incomplete. Dezvoltatorii pot construi \u00een jurul acestor excep\u021bii. De exemplu, imagina\u021bi-v\u0103 un scenariu \u00een care crea\u021bi un proces RPA pentru a transfera datele facturilor \u00eentr-o baz\u0103 de date, dar baza de date nu func\u021bioneaz\u0103. Pute\u021bi instrui robotul s\u0103 continue s\u0103 \u00eencerce la anumite intervale de timp p\u00e2n\u0103 c\u00e2nd se conecteaz\u0103 la baza de date. Cu toate acestea, odat\u0103 ce a fost atins un num\u0103r maxim de \u00eencerc\u0103ri, se va lansa o excep\u021bie de afaceri, astfel \u00eenc\u00e2t un lucr\u0103tor manual s\u0103 poat\u0103 remedia situa\u021bia.<\/p>\n<p>Ceea ce am descris mai sus este un scenariu simplu. Cu toate acestea, este posibil s\u0103 fie nevoie s\u0103 explora\u021bi automatizarea inteligent\u0103 a proceselor pentru a construi procese mai rezistente \u0219i mai robuste care s\u0103 trateze excep\u021biile \u00een mod independent.<\/p>\n<p>Pentru o aprofundare a subiectului, citi\u021bi <a href=\"https:\/\/www.zaptest.com\/ro\/un-ghid-complet-pentru-automatizarea-proceselor-robotice-rpa\">Ghidul<\/a> nostru <a href=\"https:\/\/www.zaptest.com\/ro\/un-ghid-complet-pentru-automatizarea-proceselor-robotice-rpa\">complet pentru automatizarea robotic\u0103 a proceselor (RPA)<\/a>.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Ce_este_automatizarea_inteligenta_a_proceselor_IPA\"><\/span><strong>Ce este automatizarea inteligent\u0103 a proceselor (IPA)?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"6f8298\" data-has-transparency=\"false\" style=\"--dominant-color: #6f8298;\" decoding=\"async\" class=\"aligncenter size-large wp-image-64697 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-1024x576.webp\" alt=\"Ce este software-ul RPA? (Software de automatizare a proceselor robotice)\" width=\"1024\" height=\"576\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-1024x576.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-300x169.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-768x432.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-1536x864.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-1080x608.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-1280x720.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-980x551.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-480x270.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-jpeg.webp 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>Automatizarea inteligent\u0103 a proceselor se refer\u0103 la o combina\u021bie de tehnologii care ajut\u0103 \u00eentreprinderile s\u0103 automatizeze fluxurile de lucru \u0219i procesele existente. \u00cenc\u0103 din 2017, McKinsey a eviden\u021biat beneficiile automatiz\u0103rii inteligente. Documentul firmei de consultan\u021b\u0103, <a href=\"https:\/\/www.mckinsey.com\/~\/media\/McKinsey\/Business%20Functions\/McKinsey%20Digital\/Our%20Insights\/Intelligent%20process%20automation%20The%20engine%20at%20the%20core%20of%20the%20next%20generation%20operating%20model\/Intelligent-process-automation.pdf\">Intelligent process automation: Motorul care st\u0103 la baza modelului opera\u021bional de nou\u0103 genera\u021bie<\/a>, prezint\u0103 cinci tehnologii de baz\u0103 care se \u00eembin\u0103 pentru a face posibil\u0103 automatizarea inteligent\u0103.<\/p>\n<p>&nbsp;<\/p>\n<p>Acestea sunt:<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Automatizarea_robotica_a_proceselor_RPA\"><\/span><strong>1. Automatizarea robotic\u0103 a proceselor (RPA):  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>O suit\u0103 de instrumente care execut\u0103 sarcini previzibile, repetitive \u0219i bine definite care, \u00een mod tradi\u021bional, erau de competen\u021ba lucr\u0103torilor umani.<\/p>\n<h3><\/h3>\n<h3><span class=\"ez-toc-section\" id=\"2_Invatare_automata_si_analiza_avansata\"><\/span><strong>2. \u00cenv\u0103\u021bare automat\u0103 \u0219i analiz\u0103 avansat\u0103:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Algoritmi avansa\u021bi care sunt antrena\u021bi pentru a g\u0103si modele \u00een seturi vaste de date istorice, astfel \u00eenc\u00e2t s\u0103 poat\u0103 oferi perspective \u0219i previziuni cu o vitez\u0103 \u0219i o precizie imposibile pentru cercet\u0103torii umani.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Generatoare_de_limbaj_natural_NLG\"><\/span><strong>3. Generatoare de limbaj natural (NLG)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Dup\u0103 cum demonstreaz\u0103 succesul unor instrumente precum ChatGPT \u0219i Pi, generatoarele de limbaj natural pot produce text \u0219i alte crea\u021bii pentru a facilita comunicarea \u00eentre oameni \u0219i tehnologie.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Fluxuri_de_lucru_inteligente\"><\/span><strong>4. Fluxuri de lucru inteligente:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Un software de proces de afaceri care gestioneaz\u0103 fluxul de lucru \u00eentre oameni \u0219i ma\u0219ini, asigur\u00e2nd o livrare, o urm\u0103rire \u0219i o raportare f\u0103r\u0103 probleme.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Agenti_cognitivi\"><\/span><strong>5. Agen\u021bi cognitivi:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Robo\u021bi de chat inteligen\u021bi care utilizeaz\u0103 o combina\u021bie de ML \u0219i NLP pentru a oferi reprezentan\u021bi automatiza\u021bi de servicii pentru clien\u021bi care reduc povara personalului de serviciu \u0219i, \u00een unele cazuri, exceleaz\u0103 \u00een v\u00e2nzarea \u0219i \u00een\u021belegerea clien\u021bilor.<\/p>\n<p>Tehnologiile enumerate mai sus sunt elementele de baz\u0103 care formeaz\u0103 o solu\u021bie IPA. De\u0219i implicit\u0103, am ad\u0103uga \u0219i <a href=\"https:\/\/www.zaptest.com\/ro\/computer-vision-este-viitorul-automatizarii-testelor-software-o-istorie-a-trecutului-prezentului-si-viitorului\">tehnologia de viziune computerizat\u0103 (CVT<\/a> ) la lista instrumentelor care alc\u0103tuiesc tehnologia IPA.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Asemanarile_dintre_RPA_si_IPA\"><\/span><strong>Asem\u0103n\u0103rile dintre RPA \u0219i IPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"5d7c94\" data-has-transparency=\"false\" style=\"--dominant-color: #5d7c94;\" decoding=\"async\" class=\"aligncenter size-large wp-image-64176 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--1024x576.webp\" alt=\"10 procese, aplica\u021bii \u0219i opera\u021biuni pe care RPA (Robotic Process Automation) le poate gestiona \u0219i automatiza!\" width=\"1024\" height=\"576\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--1024x576.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--300x169.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--768x432.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--1536x864.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--1080x608.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--1280x720.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--980x551.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--480x270.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--jpeg.webp 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>\u00cen timp ce RPA \u0219i IPA sunt categorii tehnologice distincte, ele au un grad destul de mare de intersectare. Iat\u0103 c\u00e2teva dintre asem\u0103n\u0103rile dintre RPA \u0219i IPA.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Ambele_sunt_instrumente_de_automatizare\"><\/span><strong>1. Ambele sunt instrumente de automatizare<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Cea mai evident\u0103 leg\u0103tur\u0103 \u00eentre RPA \u0219i IPA este c\u0103 ambele instrumente exist\u0103 pentru a automatiza procesele de afaceri. \u00cen timp ce fiecare solu\u021bie are propria sa abordare \u0219i utilizeaz\u0103 diferite tipuri de tehnologie pentru a-\u0219i atinge obiectivele, \u00een esen\u021b\u0103, spiritul lor este de a se ocupa de sarcinile pe care oamenii le \u00eendeplinesc \u00een mod tradi\u021bional \u0219i de a g\u0103si modalit\u0103\u021bi de a le face mai eficient, mai rentabil \u0219i mai precis.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_RPA_este_o_parte_centrala_a_IPA\"><\/span><strong>2. RPA este o parte central\u0103 a IPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>O alt\u0103 asem\u0103nare important\u0103 \u00eentre cele dou\u0103 tehnologii este faptul c\u0103 RPA este o component\u0103 de baz\u0103 a IPA. \u00cen timp ce \u00eenv\u0103\u021barea automat\u0103 \u0219i alte tehnologii care imit\u0103 cunoa\u0219terea uman\u0103 sunt p\u0103r\u021bi esen\u021biale ale IPA, automatiz\u0103rile sunt construite pe o baz\u0103 RPA.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_RPA_si_IPA_au_beneficii_similare\"><\/span><strong>3. RPA \u0219i IPA au beneficii similare<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>RPA \u0219i IPA au, de asemenea, multe dintre acelea\u0219i beneficii de afaceri. De exemplu, acestea ajut\u0103 \u00eentreprinderile s\u0103 reduc\u0103 costurile, s\u0103 economiseasc\u0103 timp, s\u0103 stimuleze productivitatea, s\u0103 creasc\u0103 satisfac\u021bia angaja\u021bilor, s\u0103 respecte standardele de conformitate, s\u0103 \u00eembun\u0103t\u0103\u021beasc\u0103 serviciile \u0219i s\u0103 reduc\u0103 erorile umane.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Diferentele_dintre_RPA_si_IPA\"><\/span><strong>Diferen\u021bele dintre RPA \u0219i IPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"6e5b4c\" data-has-transparency=\"false\" style=\"--dominant-color: #6e5b4c;\" decoding=\"async\" class=\"aligncenter size-large wp-image-62581 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-1024x683.webp\" alt=\"RPA (Robotic Process Automation) - Defini\u021bie, semnifica\u021bie, ce este iot \u0219i multe altele\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-1024x683.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-300x200.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-768x512.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-1536x1024.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-2048x1365.webp 2048w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-1080x720.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-1280x854.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-980x653.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-480x320.webp 480w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>\u00cen timp ce RPA \u0219i IPA au multe puncte comune, exist\u0103 c\u00e2teva puncte de diferen\u021b\u0103 pe care trebuie s\u0103 le \u00een\u021belege\u021bi.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Scalabilitate\"><\/span><strong>#1. Scalabilitate<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>\u00cen timp ce RPA exceleaz\u0103 \u00een automatizarea sarcinilor discrete, orchestrarea fluxurilor de lucru complexe sau gestionarea datelor nestructurate reprezint\u0103 o provocare comun\u0103. IPA ofer\u0103 o combina\u021bie de instrumente care ajut\u0103 la rezolvarea blocajelor de scalare, cum ar fi datele nestructurate sau procesul decizional.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Invatare_si_adaptare_in_timp_real\"><\/span><strong>#2. \u00cenv\u0103\u021bare \u0219i adaptare \u00een timp real<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>RPA este o solu\u021bie perfect\u0103 pentru sarcinile care au un parcurs previzibil, pas cu pas. Prin defini\u021bie, acesta urmeaz\u0103 instruc\u021biuni. Pe de alt\u0103 parte, IPA poate s\u0103 \u00eenve\u021be \u0219i s\u0103 se adapteze \u00een timp real datorit\u0103 unor func\u021bii precum ML.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Informatii\"><\/span><strong>#3. Informa\u021bii<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Inteligen\u021ba este dificil de definit. Cu toate acestea, \u00een\u021belegem cu to\u021bii c\u0103 g\u00e2ndirea uman\u0103 folose\u0219te diverse instrumente precum logica, ra\u021bionamentul, \u00eenv\u0103\u021barea, planificarea \u0219i rezolvarea problemelor pentru a genera r\u0103spunsuri sau predic\u021bii pe baza informa\u021biilor.<\/p>\n<p>Instrumentele RPA pot procesa informa\u021bii, dar numai prin intermediul unui set strict de reguli. Practic, utilizeaz\u0103 logica if\/then\/else pentru a gestiona procesele de afaceri. De fapt, RPA imit\u0103 cogni\u021bia uman\u0103, dar numai pentru c\u0103 i se ofer\u0103 o hart\u0103.<\/p>\n<p>Automatizarea inteligent\u0103, pe de alt\u0103 parte, proceseaz\u0103 datele \u00eentr-un mod care seam\u0103n\u0103 mai mult cu cogni\u021bia uman\u0103. Deoarece instrumentele de automatizare inteligent\u0103 utilizeaz\u0103 inteligen\u021ba artificial\u0103, acestea pot ie\u0219i din limitele urm\u0103ririi instruc\u021biunilor \u0219i se pot adapta \u0219i ajusta la circumstan\u021be \u00een schimbare, la date nestructurate \u0219i la al\u021bi factori excep\u021bionali care pot pune \u00een dificultate instrumentele RPA.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Manipularea_datelor_nestructurate\"><\/span><strong>#4. Manipularea datelor nestructurate<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>RPA ajut\u0103 echipele s\u0103 se ocupe de sarcini deterministe. Ca atare, se bazeaz\u0103 pe intr\u0103ri previzibile, cum ar fi datele structurate. Cu toate acestea, atunci c\u00e2nd vine vorba de tratarea datelor nestructurate sau a oric\u0103ror informa\u021bii care ies din tipare, ajungem la limitele superioare ale instrumentelor RPA.<\/p>\n<p>Lucrul cu datele structurate revine adesea lucr\u0103torilor manuali. Deoarece este implicat\u0103 o cantitate destul de mare de decizii \u0219i interpret\u0103ri, este logic s\u0103 se utilizeze cunoa\u0219terea uman\u0103. Cu toate acestea, automatizarea inteligent\u0103 poate gestiona datele nestructurate datorit\u0103 utiliz\u0103rii tehnologiilor de inteligen\u021b\u0103 artificial\u0103, cum ar fi \u00eenv\u0103\u021barea automat\u0103.<\/p>\n<p>Trebuie remarcat faptul c\u0103 instrumentele RPA pot fi utilizate pentru a transforma datele nestructurate \u00een date structurate. De exemplu, utilizarea instrumentelor de procesare a limbajului natural (NLP) sau de recunoa\u0219tere optic\u0103 a caracterelor (OCR) ajut\u0103 la traducerea acestor date \u00een ceva cu care poate lucra un RPA. Cu toate acestea, natura datelor nestructurate face ca acest proces s\u0103 fie complex \u0219i necesit\u0103 crearea mai multor \u0219abloane capabile s\u0103 \u00eendeplineasc\u0103 aceast\u0103 sarcin\u0103. Aceast\u0103 realitate poate duce la probleme de scalare \u00een cadrul solu\u021biilor RPA.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_RPA_este_mai_eficienta_din_punct_de_vedere_al_costurilor\"><\/span><strong>#5. RPA este mai eficient\u0103 din punct de vedere al costurilor<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>\u00cen timp ce instrumentele de AI au un domeniu de aplicare mai larg dec\u00e2t software-ul RPA, aceste plusuri au un cost. Unul dintre cele mai atr\u0103g\u0103toare aspecte ale instrumentelor de automatizare este reducerea dovedit\u0103 a costurilor. Cu toate acestea, av\u00e2nd \u00een vedere pre\u021bul lor relativ, software-ul RPA este mai accesibil pentru majoritatea pie\u021bei.<\/p>\n<p>Automatizarea inteligent\u0103 este o solu\u021bie mai flexibil\u0103, care poate func\u021biona \u00eentr-o gam\u0103 mai larg\u0103 de medii. Cu toate acestea, nu toate \u00eentreprinderile au cerin\u021be complexe de automatizare. \u00cen func\u021bie de amploarea proceselor de afaceri pe care trebuie s\u0103 le automatiza\u021bi, solu\u021biile RPA v\u0103 pot oferi tot ceea ce ave\u021bi nevoie.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_RPA_este_mai_rapid_de_implementat\"><\/span><strong>#6. RPA este mai rapid de implementat<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Instrumentele inteligente de automatizare ofer\u0103 solu\u021bii la o gam\u0103 larg\u0103 de probleme. Cu toate acestea, atunci c\u00e2nd vine vorba de timpi de implementare rapid\u0103, aceast\u0103 complexitate devine u\u0219or negativ\u0103. Instrumentele RPA sunt mai simple \u0219i, prin urmare, implementarea este mai pu\u021bin costisitoare \u0219i mai pu\u021bin consumatoare de timp. Pentru liderii care se afl\u0103 sub presiune pentru a realiza transformarea digital\u0103 \u00een cadrul \u00eentreprinderilor lor, solu\u021biile RPA pot oferi o cale mai rapid\u0103 de generare a valorii.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_Instrumentele_IPA_au_o_curba_de_invatare_mai_abrupta\"><\/span><strong>#7. Instrumentele IPA au o curb\u0103 de \u00eenv\u0103\u021bare mai abrupt\u0103<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Din nou, complexitatea relativ\u0103 a acestor instrumente creeaz\u0103 avantaje \u0219i dezavantaje. Prin natura sa, adoptarea instrumentelor IPA necesit\u0103 caracteristici foarte tehnice, cum ar fi \u00eenv\u0103\u021barea automat\u0103.<\/p>\n<p>Mai exist\u0103 \u00eenc\u0103 speran\u021b\u0103 pentru echipele care nu au cuno\u0219tin\u021be tehnice. Firmele de consultan\u021b\u0103 pentru automatizare inteligent\u0103 pot face o mare parte din munca grea \u0219i din proiectarea proceselor. \u00cen plus, instrumentele de AI devin din ce \u00een ce mai u\u0219or de utilizat.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Exemple_de_automatizare_inteligenta_a_proceselor_si_cazuri_de_utilizare_in_industrie\"><\/span><strong>Exemple de automatizare inteligent\u0103 a proceselor \u0219i cazuri de utilizare \u00een industrie<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"7e9699\" data-has-transparency=\"false\" style=\"--dominant-color: #7e9699;\" decoding=\"async\" class=\"aligncenter size-large wp-image-63821 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-1024x683.webp\" alt=\"utilizarea rpa \u00een telecomunica\u021bii\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-1024x683.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-300x200.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-768x512.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-1536x1024.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-1080x720.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-1280x853.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-980x653.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-480x320.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-jpeg.webp 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>Potrivit studiilor, <a href=\"https:\/\/explodingtopics.com\/blog\/data-generated-per-day\">\u00een 2023 vor fi produse 120 de zettabytes de date<\/a>. \u00cen fiecare an, volumul de date produse la nivel mondial cre\u0219te cu aproximativ 20-25%. Potrivit MIT Sloan, <a href=\"https:\/\/mitsloan.mit.edu\/ideas-made-to-matter\/tapping-power-unstructured-data\">aproximativ 80% din aceste date sunt nestructurate<\/a>. \u00cen timp ce instrumentele RPA au permis companiilor s\u0103 fac\u0103 multe cu datele structurate, este clar c\u0103 textul, audio, videoclipurile, e-mailurile, con\u021binutul social media, jurnalele de server, jurnalele senzorilor \u0219i imaginile din satelit ar putea oferi oportunit\u0103\u021bi remarcabile.<\/p>\n<p>Cel mai bun mod de a \u00een\u021belege capacit\u0103\u021bile automatiz\u0103rii inteligente a afacerilor este prin exemple practice, din lumea real\u0103 \u0219i cazuri de utilizare. Iat\u0103 c\u00e2teva moduri \u00een care tehnologia de automatizare inteligent\u0103 poate ajuta \u00een anumite industrii.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Serviciul_clienti\"><\/span><strong>1. Serviciul clien\u021bi<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>A\u0219tept\u0103rile \u00een materie de servicii pentru clien\u021bi au crescut dramatic \u00een ultimii ani. Consumatorul modern solicit\u0103 op\u021biuni de autoservire permanent\u0103, cu un grad ridicat de personalizare. Automatizarea inteligent\u0103 ajut\u0103 \u00eentreprinderile s\u0103 ofere nivelul a\u0219teptat de \u00eengrijire personalizat\u0103 f\u0103r\u0103 a suporta cheltuielile generale ridicate asociate cu lucr\u0103torii umani.<\/p>\n<p>Chatbots care utilizeaz\u0103 procesoare de limbaj natural \u0219i sunt conectate la platformele de gestionare a rela\u021biilor cu clien\u021bii (CRM) pot oferi experien\u021be excelente clien\u021bilor. Atunci c\u00e2nd sunt aliate cu gestionarea automat\u0103 a e-mailurilor, analiza predictiv\u0103 \u0219i analiza sentimentelor, \u00eentreprinderile au la dispozi\u021bie servicii de \u00eengrijire omnichannel care anticipeaz\u0103 problemele \u0219i contribuie la fidelizarea clien\u021bilor.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Asistenta_medicala\"><\/span><strong>2. Asisten\u021b\u0103 medical\u0103<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Sistemul de s\u0103n\u0103tate a adoptat \u00een mod semnificativ automatizarea inteligent\u0103. Starea de s\u0103n\u0103tate la nivel mondial \u00eenseamn\u0103 c\u0103 spitalele sunt din ce \u00een ce mai aglomerate, iar multe dintre ele sc\u00e2r\u021b\u00e2ie sub presiune. Bugetele restr\u00e2nse \u0219i personalul suprasolicitat eviden\u021biaz\u0103 necesitatea unei mai mari eficien\u021be opera\u021bionale, \u00een special \u00een sarcinile administrative, cum ar fi \u00eenscrierea pacien\u021bilor, procesarea asigur\u0103rilor, programarea, facturarea \u0219i altele.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Finante\"><\/span><strong>3. Finan\u021be<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Industria financiar\u0103 \u0219i-a c\u00e2\u0219tigat pe bun\u0103 dreptate reputa\u021bia de a fi \u00een fruntea tehnologiilor de ultim\u0103 or\u0103. \u00cen calitate de adoptatori timpurii ai tehnologiei RPA, industria a continuat s\u0103 g\u0103seasc\u0103 modalit\u0103\u021bi de cre\u0219tere a eficien\u021bei \u0219i de respectare a sarcinilor de reglementare. Automatizarea inteligent\u0103 este utilizat\u0103 \u00een spa\u021biul financiar pentru a contribui la detectarea fraudelor \u0219i la respectarea normelor. Cu toate acestea, tehnologia ajut\u0103, de asemenea, la opera\u021biuni, simplific\u00e2nd din ce \u00een ce mai mult procesul de luare a deciziilor pentru cererile de \u00eemprumut \u0219i nu numai. \u00cen plus, poate automatiza \u0219i <a href=\"https:\/\/www.zaptest.com\/ro\/un-ghid-complet-pentru-automatizarea-testelor-software\">testarea software<\/a>-ului, ajut\u00e2nd institu\u021biile financiare s\u0103 creeze software personalizat.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Fabricarea\"><\/span><strong>4. Fabricarea<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>\u00cen ultimii ani, gradul de con\u0219tientizare a publicului cu privire la problemele legate de lan\u021bul de aprovizionare a crescut din cauza blocajelor, a infla\u021biei \u0219i a unei crize generale a costului vie\u021bii. Produc\u0103torii trebuie s\u0103 \u00eembr\u0103\u021bi\u0219eze transformarea digital\u0103 pe m\u0103sur\u0103 ce preferin\u021bele de cump\u0103rare evolueaz\u0103 \u0219i dinamica de afaceri se schimb\u0103. Aceast\u0103 realitate este deosebit de evident\u0103 \u00een \u021b\u0103rile recent industrializate sau \u00een curs de dezvoltare.<\/p>\n<p>RPA \u0219i IPA pot ajuta \u00eentreprinderile din aceste domenii s\u0103 reduc\u0103 decalajele \u0219i s\u0103 \u00eembun\u0103t\u0103\u021beasc\u0103 procesele \u0219i organizarea pe \u00eentregul lan\u021b valoric. Automatizarea comenzilor de produc\u021bie, \u00een\u021belegerea \u0219i adaptarea la schimbarea preferin\u021belor clien\u021bilor, \u00eembun\u0103t\u0103\u021birea logisticii \u0219i reducerea risipei sunt doar c\u00e2teva dintre domeniile care pot beneficia de instrumentele bazate pe inteligen\u021b\u0103 artificial\u0103.<\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Sunt_automatizarea_inteligenta_a_proceselor_si_hiperautomatizarea_acelasi_lucru\"><\/span><strong>Sunt automatizarea inteligent\u0103 a proceselor \u0219i hiperautomatizarea acela\u0219i lucru?<\/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=\"219\" height=\"366\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80.png 479w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80-180x300.png 180w\" sizes=\"(max-width: 219px) 100vw, 219px\" \/><\/p>\n<p>\u00cen timp ce mul\u021bi exper\u021bi folosesc \u00een mod interschimbabil automatizarea inteligent\u0103 a proceselor \u0219i <a href=\"https:\/\/www.zaptest.com\/hyperautomation\">hiperautomatizarea<\/a>, acestea sunt concepte distincte. Confuzia este de \u00een\u021beles. Ambele discipline se afl\u0103 \u00een prima linie a automatiz\u0103rii proceselor IT \u0219i de afaceri prin utilizarea inteligen\u021bei artificiale \u0219i a altor tehnologii conexe. Cu toate acestea, este esen\u021bial s\u0103 \u00een\u021belegem diferen\u021bele dintre cele dou\u0103.<\/p>\n<p>Dup\u0103 cum s-a men\u021bionat mai sus, automatizarea inteligent\u0103 a proceselor utilizeaz\u0103 un amestec de tehnologii precum AI, ML, viziunea computerizat\u0103, procesarea cognitiv\u0103, procesarea limbajului natural \u0219i, bine\u00een\u021beles, RPA.<\/p>\n<p>Pe de alt\u0103 parte, hiperautomatizarea este o filozofie sau o abordare care urm\u0103re\u0219te s\u0103 automatizeze c\u00e2t mai multe procese de afaceri posibil.<\/p>\n<p>O mare parte din confuzie provine din faptul c\u0103 IPA face parte dintr-o abordare hiperautomatizat\u0103. Cu toate acestea, hiperautomatizarea este o versiune mai sofisticat\u0103 \u0219i mai accelerat\u0103 a IA, cu un domeniu de aplicare mult mai mare. \u00cen loc s\u0103 se ocupe de procese sau sarcini fixe, hiperautomatizarea func\u021bioneaz\u0103 pe mai multe platforme \u0219i tehnologii pentru a maximiza eficien\u021ba afacerii.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Unde_se_intersecteaza_si_converg_IPA_si_RPA\"><\/span><strong>Unde se intersecteaz\u0103 \u0219i converg IPA \u0219i RPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"6b7666\" data-has-transparency=\"false\" style=\"--dominant-color: #6b7666;\" decoding=\"async\" class=\"aligncenter size-large wp-image-63782 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-1024x727.webp\" alt=\"utilizarea rpa \u00een domeniul imobiliar\" width=\"1024\" height=\"727\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-1024x727.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-300x213.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-768x546.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-1536x1091.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-400x284.webp 400w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-1080x767.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-1280x909.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-980x696.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-480x341.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-jpeg.webp 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>Am petrecut o mare parte din acest articol disec\u00e2nd meritele relative ale IPA \u0219i RPA. De\u0219i este util s\u0103 se fac\u0103 o distinc\u021bie \u00eentre aceste tehnologii de automatizare, nu este corect s\u0103 le privim ca pe ni\u0219te instrumente contradictorii sau concurente. Cel mai bun mod de a \u00een\u021belege capacit\u0103\u021bile acestora este ca instrumente de automatizare complementare.<\/p>\n<p>Exist\u0103 o serie de puncte \u00een care ambele instrumente se intersecteaz\u0103.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_IPA_ca_solutie_pentru_limitarile_RPA\"><\/span><strong>#1. IPA ca solu\u021bie pentru limit\u0103rile RPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>\u00cen lucrarea <a href=\"https:\/\/www.researchgate.net\/publication\/327876172_How_to_Compete_in_the_Age_of_Artificial_Intelligence_Implementing_a_Collaborative_Human-Machine_Strategy_for_Your_Business\">How to Competit in the Age of Artificial Intelligence<\/a> (Mohanty \u0219i Vyas, 2018), autorii afirm\u0103 c\u0103 &#8222;robo\u021bii RPA vor face exact ceea ce le spui, acesta este cel mai mare atu al lor, dar \u0219i cea mai mare sl\u0103biciune a lor&#8221;. Acest sentiment subliniaz\u0103 un punct critic cu privire la limitele RPA: Dup\u0103 cum o demonstreaz\u0103 adoptarea sa pe scar\u0103 larg\u0103, este un instrument esen\u021bial \u00een era informa\u021biei; cu toate acestea, datele nestructurate \u0219i scenariile imprevizibile \u00eenseamn\u0103 c\u0103 \u00eentreprinderile nu pot adopta solu\u021bii RPA pentru fiecare sarcin\u0103.<\/p>\n<h2><\/h2>\n<p style=\"text-align: left;\">\u00cenv\u0103\u021barea automat\u0103 poate contribui la extinderea capacit\u0103\u021bilor RPA, \u00een special \u00een dou\u0103 domenii principale. Acestea sunt:<\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"1_Gestionarea_datelor_nestructurate\"><\/span><strong>1. Gestionarea datelor nestructurate<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<h4><\/h4>\n<h4><span class=\"ez-toc-section\" id=\"2_Deschiderea_usii_catre_procesul_decizional_de_ordin_superior\"><\/span><strong>2. Deschiderea u\u0219ii c\u0103tre procesul decizional de ordin superior<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p>\u00cen situa\u021bia actual\u0103, instrumentele RPA nu sunt capabile s\u0103 fac\u0103 cele de mai sus. Cu toate acestea, atunci c\u00e2nd este completat\u0103 cu inteligen\u021b\u0103 artificial\u0103, automatizarea poate trece la un nou nivel.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Ca_un_pas_inainte_spre_implementarea_IPA_sau_hiperautomatizarii\"><\/span><strong>#2. Ca un pas \u00eenainte spre implementarea IPA sau hiperautomatiz\u0103rii<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Este tentant s\u0103 consider\u0103m RPA, IPA \u0219i hiperautomatizarea ca un continuum. Cu toate acestea, s-ar putea s\u0103 fie o u\u0219oar\u0103 simplificare exagerat\u0103 a problemei. Adev\u0103rul este c\u0103 orice sistem complex de automatizare care include IPA sau hiperautomatizare se va baza \u00een mare m\u0103sur\u0103 pe RPA. Ca atare, instrumentele RPA vor fi \u00een continuare at\u00e2t relevante, c\u00e2t \u0219i necesare \u00een cadrul acestor scenarii avansate.<\/p>\n<p>\u00cen cazul \u00een care acest argument este mai solid este \u00een contextul punerii \u00een aplicare. Drumul spre hiperautomatizare necesit\u0103 o mul\u021bime de cercet\u0103ri pentru a afla ce sarcini pot fi automatizate. \u00cenceputul cu RPA creeaz\u0103 o baz\u0103 solid\u0103 pentru tipurile de sarcini care pot fi automatizate. Aceasta permite \u00eentreprinderilor s\u0103 creeze \u0219i s\u0103 testeze fluxuri de automatizare pe care le pot extinde \u0219i m\u0103ri \u00een cele din urm\u0103 cu IPA.<\/p>\n<p>Hiperautomatizarea este o abordare care presupune automatizarea a tot ceea ce este posibil. Cum arat\u0103 acest lucru va fi diferit de la o \u00eentreprindere la alta. \u00cen cadrul unor companii, ar putea fi vorba de RPA, care este asistat\u0103 \u00een mic\u0103 m\u0103sur\u0103 de inteligen\u021ba artificial\u0103; \u00een altele, ar putea fi vorba de o ma\u0219in\u0103 de automatizare complet\u0103 \u0219i cuprinz\u0103toare, cu un aport uman minim.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Analiza_predictiva_si_luarea_deciziilor\"><\/span><strong>#3. Analiza predictiv\u0103 \u0219i luarea deciziilor<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>RPA \u00eendepline\u0219te sarcini definite pe baza unor anumite declan\u0219atoare sau intr\u0103ri. Dac\u0103 lu\u0103m \u00een considerare unele dintre avantajele IPA, cum ar fi analiza sentimentelor, procesarea limbajului natural, tehnologia de viziune computerizat\u0103 \u0219i capacit\u0103\u021bile ML, este clar c\u0103 tehnologia va putea s\u0103 gestioneze o mul\u021bime de date dezordonate \u0219i s\u0103 le transforme \u00een informa\u021bii structurate care pot servi drept declan\u0219atori sau intr\u0103ri.<\/p>\n<p>Posibilit\u0103\u021bile \u00een acest caz sunt uluitoare. A\u0219a cum am v\u0103zut \u00een industria medical\u0103, cercet\u0103rile au demonstrat c\u0103 <a href=\"https:\/\/www.nature.com\/articles\/s41571-020-0329-7\">IA a dep\u0103\u0219it performan\u021bele radiologilor \u00een screeningul mamografic<\/a>. Pentru a face aceste previziuni cu acurate\u021be este nevoie de ani de experien\u021b\u0103 \u0219i de expertiz\u0103 \u00een domeniu care p\u0103r\u0103sesc afacerea atunci c\u00e2nd cineva se pensioneaz\u0103 sau pleac\u0103. RPA, completat\u0103 de inteligen\u021ba artificial\u0103, poate contribui la dep\u0103\u0219irea acestui decalaj de experien\u021b\u0103.<\/p>\n<p>\u00cen timp ce exemplul screeningului mamografic este atr\u0103g\u0103tor, beneficiile RPA \u0219i IPA se pot aplica la multe alte scenarii de gestionare a afacerilor care necesit\u0103 o cunoa\u0219tere sau un proces decizional de \u00eenalt\u0103 calitate. Odat\u0103 ce se ajunge la aceste decizii, acestea pot declan\u0219a ac\u021biunile din aval prin RPA, aduc\u00e2nd un nivel incredibil de productivitate pentru o gam\u0103 larg\u0103 de \u00eentreprinderi.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Cinci_instrumente_inteligente_de_automatizare\"><\/span><strong>Cinci instrumente inteligente de automatizare<\/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>Pe pia\u021b\u0103 exist\u0103 mai mul\u021bi furnizori de automatizare inteligent\u0103. Fiecare dintre ele ofer\u0103 o combina\u021bie unic\u0103 de tehnologii, abord\u0103ri \u0219i pre\u021buri diferite. S\u0103 analiz\u0103m cinci dintre cele mai mari nume din spa\u021biul IA.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_ZAPTEST\"><\/span><strong>#1. ZAPTEST<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>ZAPTEST este o solu\u021bie de automatizare inteligent\u0103 de tip end-to-end, full-stack, care ofer\u0103 instrumente de hiperautomatizare de ultim\u0103 genera\u021bie at\u00e2t pentru automatizarea software, c\u00e2t \u0219i pentru automatizarea proceselor robotice&#8230; Folose\u0219te un mix de tehnologie de viziune computerizat\u0103 \u0219i RPA pentru a ajuta utilizatorii s\u0103 descopere \u0219i s\u0103 automatizeze at\u00e2t sarcinile de birou din fa\u021b\u0103, c\u00e2t \u0219i cele din spate. Platforma are caracteristici excelente, cum ar fi OCR \u0219i instrumente analitice solide. De asemenea, vine cu o capacitate f\u0103r\u0103 cod, edi\u021bii gratuite \u0219i de \u00eentreprindere, automatizare cross platform\/cross browser a oric\u0103rei aplica\u021bii, licen\u021be nelimitate \u0219i un expert ZAP cu norm\u0103 \u00eentreag\u0103 care lucreaz\u0103 ca parte a echipelor clientului, (\u00een cadrul edi\u021biei sale de \u00eentreprindere).<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_IBM_Cloud_Pak_pentru_automatizarea_afacerilor\"><\/span>#2. IBM Cloud Pak pentru automatizarea afacerilor<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>IBM Cloud Pak este o solu\u021bie modular\u0103, de cloud hibrid \u0219i de automatizare inteligent\u0103. Aceast\u0103 platform\u0103 de automatizare a afacerilor end-to-end vine cu o varietate de caracteristici, inclusiv automatizarea fluxurilor de lucru, procesarea documentelor, extragerea proceselor \u0219i func\u021bionalit\u0103\u021bi de gestionare a deciziilor. Include, de asemenea, instrumente cu cod redus \u0219i f\u0103r\u0103 cod \u0219i un bun suport pentru clien\u021bi.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Platforma_de_automatizare_a_afacerilor_UiPath\"><\/span>#3. Platforma de automatizare a afacerilor UiPath<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>UiPath \u0219i-a consolidat oferta RPA cu automatizarea inteligent\u0103 a afacerilor. Platforma utilizeaz\u0103 tehnologia Computer Vision \u0219i robotica nesupravegheat\u0103 (\u00een cuvintele lor, &#8222;robo\u021bi care gestioneaz\u0103 robo\u021bi&#8221;) pentru a atinge aceste obiective. De asemenea, acestea folosesc \u00eembun\u0103t\u0103\u021biri cognitive pentru a \u00een\u021belege limbajul \u0219i datele nestructurate. Platforma de automatizare a afacerilor UiPath se integreaz\u0103 cu serviciile cognitive ale unor ter\u021be p\u0103r\u021bi de la furnizori precum IBM, Google \u0219i Microsoft.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_SS_C_Blue_Prism_Cloud\"><\/span>#4. SS&amp;C Blue Prism Cloud<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>SS&amp;C Blue Prism Cloud este o alt\u0103 platform\u0103 de automatizare inteligent\u0103 bazat\u0103 pe cloud cu capacit\u0103\u021bi de AI. Firma ofer\u0103, de asemenea, servicii de automatizare inteligent\u0103 pentru a ajuta echipele s\u0103 se ocupe de implementare \u0219i \u00eentre\u021binere. Pe l\u00e2ng\u0103 instrumentele inteligente de automatizare a proceselor robotice, Blue Prism Cloud ofer\u0103, de asemenea, un studio de proiectare f\u0103r\u0103 cod, de tip drag-and-drop, \u0219i Control Room, o func\u021bie de orchestrare a automatiz\u0103rii fluxurilor de lucru.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Microsoft_Power_Automate\"><\/span>#5. Microsoft Power Automate<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Microsoft Power Automate, denumit anterior Microsoft Flow, este o alt\u0103 solu\u021bie de automatizare inteligent\u0103 bazat\u0103 pe cloud, f\u0103r\u0103 cod. Pachetul ofer\u0103 o func\u021bie numit\u0103 AI Builder, care este u\u0219or de utilizat, scalabil \u0219i u\u0219or de conectat. Investi\u021bia foarte mediatizat\u0103 de 10 miliarde de dolari a Microsoft \u00een ChatGPT \u00eenseamn\u0103 c\u0103 aceasta ofer\u0103 capacit\u0103\u021bi de procesare a limbajului natural combinate cu o interfa\u021b\u0103 de tip &#8222;point-and-click&#8221; care permite echipelor non-tehnice s\u0103 construiasc\u0103 fluxuri de lucru inteligente de automatizare a proceselor robotice.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Ganduri_finale\"><\/span><strong>G\u00e2nduri finale<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-56711\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/03\/checklist-software-testing-processes-1024x683.jpeg\" alt=\"lista de verificare a proceselor de testare software\" width=\"513\" height=\"342\"><\/p>\n<p>RPA \u0219i IPA sunt tehnologii distincte. Cu toate acestea, ele sunt profund complementare. Adev\u0103rata putere a ambelor instrumente const\u0103 \u00een capacitatea lor de a spori nu doar lucr\u0103torii umani, ci \u0219i pe cei care lucreaz\u0103 \u00eempreun\u0103. Dup\u0103 cum demonstreaz\u0103 multe exemple de automatizare inteligent\u0103, o mare parte din activitatea de baz\u0103 pe care o permite AI poate fi executat\u0103 de lucr\u0103tori digitali \u0219i de robo\u021bi. O automatizare de succes necesit\u0103 descompunerea \u0219i \u00een\u021belegerea fluxurilor de lucru existente. RPA poate lua \u00een considerare o mare parte din aceste p\u0103r\u021bi constitutive.<\/p>\n<p>Ne afl\u0103m \u00een pragul unei ere interesante \u00een lumea muncii, \u00een care abilit\u0103\u021bile cognitive umane pot fi completate de inteligen\u021ba artificial\u0103. Transformarea digital\u0103 este, pe bun\u0103 dreptate, o prioritate pentru \u00eentreprinderile din \u021b\u0103rile dezvoltate \u0219i \u00een curs de dezvoltare. Adoptarea instrumentelor IPA \u0219i RPA va constitui o parte central\u0103 a acestor tranzi\u021bii, permi\u021b\u00e2nd o productivitate inimaginabil\u0103.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00cen excelenta lucrare &#8221; From Robotic Process Automation to Intelligent Process Automation &#8221; (Chakraborti, 2020), autorul analizeaz\u0103 modul \u00een care, \u00een ultimul deceniu, robotizarea proceselor (RPA) a f\u0103cut s\u0103 progreseze eficien\u021ba proceselor de afaceri \u00een moduri fascinante. Cu toate acestea, el sugereaz\u0103 c\u0103 ne afl\u0103m acum la un &#8222;punct de inflexiune&#8221; \u00een cadrul acestei tendin\u021be [&hellip;]<\/p>\n","protected":false},"author":14624,"featured_media":64870,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"none","_seopress_titles_title":"Automatizarea inteligent\u0103 a proceselor vs. RPA - diferen\u021be\/ suprapuneri","_seopress_titles_desc":"De la ceea ce sunt, procesele pe care le automatizeaz\u0103, modul \u00een care acestea difer\u0103 \u0219i se intersecteaz\u0103, p\u00e2n\u0103 la instrumente, afla\u021bi totul despre dezbaterea dintre automatizarea inteligent\u0103 a proceselor \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-64924","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ai-ro"},"acf":{"short_name":"Automatizarea inteligent\u0103 a proceselor vs. RPA"},"_links":{"self":[{"href":"https:\/\/www.zaptest.com\/ro\/wp-json\/wp\/v2\/posts\/64924","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=64924"}],"version-history":[{"count":0,"href":"https:\/\/www.zaptest.com\/ro\/wp-json\/wp\/v2\/posts\/64924\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/ro\/wp-json\/wp\/v2\/media\/64870"}],"wp:attachment":[{"href":"https:\/\/www.zaptest.com\/ro\/wp-json\/wp\/v2\/media?parent=64924"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.zaptest.com\/ro\/wp-json\/wp\/v2\/categories?post=64924"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.zaptest.com\/ro\/wp-json\/wp\/v2\/tags?post=64924"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}