{"id":64925,"date":"2023-08-28T18:11:18","date_gmt":"2023-08-28T18:11:18","guid":{"rendered":"https:\/\/www.zaptest.com\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas"},"modified":"2023-08-28T18:11:18","modified_gmt":"2023-08-28T18:11:18","slug":"inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas","status":"publish","type":"post","link":"https:\/\/www.zaptest.com\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas","title":{"rendered":"Inteli\u0123ent\u0101 procesu automatiz\u0101cija vs. RPA &#8211; at\u0161\u0137ir\u012bbas, kop\u012bg\u0101s iez\u012bmes, r\u012bki un krustojumi\/p\u0101rkl\u0101\u0161an\u0101s"},"content":{"rendered":"<p>Izcil\u0101 rakst\u0101 &#8221; <a href=\"https:\/\/arxiv.org\/pdf\/2007.13257.pdf\">No robotiz\u0113tas procesu automatiz\u0101cijas l\u012bdz inteli\u0123entai procesu automatiz\u0101cijai<\/a> &#8221; (Chakraborti, 2020) autors apl\u016bko, k\u0101 p\u0113d\u0113jo desmit gadu laik\u0101 robotiz\u0113t\u0101 procesu automatiz\u0101cija (RPA) ir fascin\u0113jo\u0161i paaugstin\u0101jusi biznesa procesu efektivit\u0101ti. Tom\u0113r vi\u0146\u0161 uzskata, ka \u0161obr\u012bd m\u0113s atrodamies &#8220;l\u016bzuma punkt\u0101&#8221; \u0161aj\u0101 tehnolo\u0123iskaj\u0101 tendenc\u0113, un inteli\u0123ent\u0101 automatiz\u0101cija ir lo\u0123isks RPA turpin\u0101jums.<\/p>\n<p>\u010cakraborti min jauno paradigmu &#8211; inteli\u0123ento procesu automatiz\u0101ciju, kas apvieno biznesa procesu automatiz\u0101ciju ar ma\u0161\u012bnm\u0101c\u012b\u0161anos (ML), m\u0101ksl\u012bgo intelektu (AI) un klientu datiem.<\/p>\n<p>RPA ir v\u0113l viens svar\u012bgs inteli\u0123entas automatiz\u0101cijas komponents. Abi j\u0113dzieni ir tik cie\u0161i saist\u012bti, ka past\u0101v diezgan liela neskaidr\u012bba par to, kur s\u0101kas inteli\u0123ent\u0101 procesu automatiz\u0101cija un kur beidzas robotiz\u0113t\u0101 procesu automatiz\u0101cija.<\/p>\n<p>\u0160aj\u0101 rakst\u0101 tiks izp\u0113t\u012btas abu discipl\u012bnu at\u0161\u0137ir\u012bbas un kop\u012bg\u0101s iez\u012bmes, k\u0101 ar\u012b par\u0101d\u012bts, kur t\u0101s krustojas un p\u0101rkl\u0101jas. M\u0113s dal\u012bsimies ar\u012b ar da\u017eiem inteli\u0123entas automatiz\u0101cijas piem\u0113riem, k\u0101 ar\u012b nozares izmanto\u0161anas gad\u012bjumiem.<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Kas_ir_robotizeta_procesu_automatizacija\" >Kas ir robotiz\u0113t\u0101 procesu automatiz\u0101cija?<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Kas_ir_inteligenta_procesu_automatizacija_IPA\" >Kas ir inteli\u0123ent\u0101 procesu automatiz\u0101cija (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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#1_Robotizeta_procesu_automatizacija_RPA\" >1. Robotiz\u0113ta procesu automatiz\u0101cija (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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#2_Masinmacisanas_un_progresiva_analitika\" >2. Ma\u0161\u012bnm\u0101c\u012b\u0161an\u0101s un progres\u012bv\u0101 anal\u012btika:<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#3_Dabiskas_valodas_generatori_NLG\" >3. Dabisk\u0101s valodas \u0123eneratori (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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#4_Viedas_darba_plusmas\" >4. Viedas darba pl\u016bsmas:<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#5_Kognitivie_agenti\" >5. Kognit\u012bvie a\u0123enti:<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#RPA_un_IPA_lidzibas\" >RPA un IPA l\u012bdz\u012bbas<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#1_Tie_abi_ir_automatizacijas_riki\" >1. Tie abi ir automatiz\u0101cijas r\u012bki<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#2_RPA_ir_IPA_centrala_dala\" >2. RPA ir IPA centr\u0101l\u0101 da\u013ca<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#3_RPA_un_IPA_ir_lidzigas_prieksrocibas\" >3. RPA un IPA ir l\u012bdz\u012bgas priek\u0161roc\u012bbas<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Atskiribas_starp_RPA_un_IPA\" >At\u0161\u0137ir\u012bbas starp RPA un 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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#1_Merogojamiba\" >#1. M\u0113rogojam\u012bba<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#2_Macisanas_un_pielagosanas_reallaika\" >#2. M\u0101c\u012b\u0161an\u0101s un piel\u0101go\u0161an\u0101s re\u0101llaik\u0101<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#3_Izlukosana\" >#3. Izl\u016bko\u0161ana<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#4_Nestrukturetu_datu_apstrade\" >#4. Nestruktur\u0113tu datu apstr\u0101de<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#5_RPA_ir_rentablaka\" >#5. RPA ir rentabl\u0101ka<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#6_RPA_ieviesana_ir_atraka\" >#6. RPA ievie\u0161ana ir \u0101tr\u0101ka<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#7_IPA_rikiem_ir_sarezgitaka_macisanas_likne\" >#7. IPA r\u012bkiem ir sare\u017e\u0123\u012bt\u0101ka m\u0101c\u012b\u0161an\u0101s l\u012bkne<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Inteligento_procesu_automatizacijas_piemeri_un_nozares_izmantosanas_gadijumi\" >Inteli\u0123ento procesu automatiz\u0101cijas piem\u0113ri un nozares izmanto\u0161anas gad\u012bjumi<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#1_Klientu_apkalposana\" >1. Klientu apkalpo\u0161ana<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#2_Veselibas_aprupe\" >2. Vesel\u012bbas apr\u016bpe<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#3_Finanses\" >3. Finanses<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#4_Razosana\" >4. Ra\u017eo\u0161ana<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Vai_inteligenta_procesu_automatizacija_un_hiperautomatizacija_ir_viens_un_tas_pats\" >Vai inteli\u0123ent\u0101 procesu automatiz\u0101cija un hiperautomatiz\u0101cija ir viens un tas pats?<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#IPA_un_RPA_krustpunkts_un_konvergence\" >IPA un RPA krustpunkts un konver\u0123ence<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#1_IPA_ka_risinajums_RPA_ierobezojumiem\" >#1. IPA k\u0101 risin\u0101jums RPA ierobe\u017eojumiem<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#1_Darbs_ar_nestrukturetiem_datiem\" >1. Darbs ar nestruktur\u0113tiem datiem<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#2_Atverot_durvis_augstakas_pakapes_lemumu_pienemsanai\" >2. Atverot durvis augst\u0101kas pak\u0101pes l\u0113mumu pie\u0146em\u0161anai<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#2_Ka_pakapiens_cela_uz_IPA_vai_hiperautomatizacijas_ieviesanu\" >#2. K\u0101 pak\u0101piens ce\u013c\u0101 uz IPA vai hiperautomatiz\u0101cijas ievie\u0161anu.<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#3_Prognozesanas_analize_un_lemumu_pienemsana\" >#3. Prognoz\u0113\u0161anas anal\u012bze un l\u0113mumu pie\u0146em\u0161ana<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Pieci_inteligenti_automatizacijas_riki\" >Pieci inteli\u0123enti automatiz\u0101cijas r\u012bki<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#2_IBM_Cloud_Pak_biznesa_automatizacijai\" >#2. IBM Cloud Pak biznesa automatiz\u0101cijai<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#3_UiPath_biznesa_automatizacijas_platforma\" >#3. UiPath biznesa automatiz\u0101cijas platforma<\/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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#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\/lv\/inteligenta-procesu-automatizacija-vs-rpa-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Nobeiguma_domas\" >Nobeiguma domas<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Kas_ir_robotizeta_procesu_automatizacija\"><\/span><strong>Kas ir robotiz\u0113t\u0101 procesu automatiz\u0101cija?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/www.zaptest.com\/rpa\">Robotiz\u0113t\u0101 procesu automatiz\u0101cija (RPA <\/a>) ir tehnolo\u0123iju kopums, kas \u013cauj sasniegt da\u017e\u0101dus biznesa procesu automatiz\u0101cijas (BPA) m\u0113r\u0137us. Biznesa procesu varam defin\u0113t k\u0101 uzdevumu kopumu, kas nodro\u0161ina organiz\u0101cijas m\u0113r\u0137u sasnieg\u0161anu. Piem\u0113ram, biznesa process var b\u016bt tik vienk\u0101r\u0161s process k\u0101 kred\u012bta p\u0101rbaudes veik\u0161ana aizdevuma pieteikumam.<\/p>\n<p>Kred\u012btp\u0101rbaudei nepiecie\u0161am\u0101s darb\u012bbas ietver klienta v\u0101rda ieg\u016b\u0161anu no iek\u0161\u0113jiem dokumentiem, piepras\u012bjuma nos\u016bt\u012b\u0161anu kred\u012bta\u0123ent\u016brai un rezult\u0101tu ievad\u012b\u0161anu atpaka\u013c iek\u0161\u0113j\u0101s sist\u0113m\u0101s. Tradicion\u0101laj\u0101s uz\u0146\u0113m\u0113jdarb\u012bbas vid\u0113s \u0161ie uzdevumi tiek veikti manu\u0101li. Tom\u0113r biznesa procesu automatiz\u0101cij\u0101 \u0161o uzdevumu izpildei tiek izmantoti roboti, t\u0101p\u0113c ar\u012b tiek lietots termins &#8220;robotiz\u0113t\u0101 procesu automatiz\u0101cija&#8221;.<\/p>\n<p>RPA uzdevumiem j\u0101b\u016bt balst\u012btiem uz noteikumiem un paredzamiem. Tiem ir nepiecie\u0161ami skaidri defin\u0113ti palaid\u0113ji, ievadi un izvadi. T\u0101p\u0113c iz\u0146\u0113mumu apstr\u0101de var rad\u012bt probl\u0113mas. Anom\u0101lijas vai \u0101rk\u0101rtas apst\u0101k\u013ci, vai jebkas, kas prasa dom\u0101\u0161anu &#8220;uz vietas&#8221;, nav uzdevumi, ar kuriem RPA var tikt gal\u0101. Protams, tas nenoz\u012bm\u0113, ka iz\u0146\u0113mumu apstr\u0101de ir sve\u0161s j\u0113dziens RPA izstr\u0101d\u0113.<\/p>\n<p>Past\u0101v daudzi scen\u0101riji, kad robots nevar izpild\u012bt uzdevumu, jo ir probl\u0113mas ar dro\u0161\u012bbas at\u013cauj\u0101m vai nepiln\u012bgi dati. Izstr\u0101d\u0101t\u0101ji var veidot ap \u0161iem iz\u0146\u0113mumiem. Piem\u0113ram, iedom\u0101jieties scen\u0101riju, kur\u0101 j\u016bs izveidojat RPA procesu, lai p\u0101rnestu r\u0113\u0137inu datus uz datub\u0101zi, bet datub\u0101ze nedarbojas. Varat uzdot robotam turpin\u0101t m\u0113\u0123in\u0101jumus noteiktos interv\u0101los, l\u012bdz tas izveido savienojumu ar datub\u0101zi. Tom\u0113r, tikl\u012bdz b\u016bs sasniegts maksim\u0101lais m\u0113\u0123in\u0101jumu skaits, tiks mests biznesa iz\u0146\u0113mums, lai manu\u0101li str\u0101d\u0101jo\u0161s darbinieks var\u0113tu labot situ\u0101ciju.<\/p>\n<p>Iepriek\u0161 aprakst\u012btais scen\u0101rijs ir vienk\u0101r\u0161s. Tom\u0113r, iesp\u0113jams, jums b\u016bs j\u0101izp\u0113ta inteli\u0123entas procesu automatiz\u0101cijas iesp\u0113jas, lai izveidotu elast\u012bg\u0101kus un stabil\u0101kus procesus, kas patst\u0101v\u012bgi risina iz\u0146\u0113mumus.<\/p>\n<p>Lai padzi\u013cin\u0101ti iepaz\u012btos ar \u0161o t\u0113mu, izlasiet m\u016bsu <a href=\"https:\/\/www.zaptest.com\/lv\/pilniga-rokasgramata-par-robotizetu-procesu-automatizaciju-rpa\">Pilnu ce\u013cvedi par robotiz\u0113tu procesu automatiz\u0101ciju (RPA<\/a>).<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Kas_ir_inteligenta_procesu_automatizacija_IPA\"><\/span><strong>Kas ir inteli\u0123ent\u0101 procesu automatiz\u0101cija (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=\"Kas ir RPA programmat\u016bra? (robotiz\u0113ta procesu automatiz\u0101cijas programmat\u016bra)\" 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>Inteli\u0123ent\u0101 procesu automatiz\u0101cija ir tehnolo\u0123iju kopums, kas pal\u012bdz uz\u0146\u0113mumiem automatiz\u0113t eso\u0161\u0101s darba pl\u016bsmas un procesus. Jau 2017. gad\u0101 McKinsey uzsv\u0113ra inteli\u0123entas automatiz\u0101cijas priek\u0161roc\u012bbas. Konsult\u0101ciju uz\u0146\u0113muma pla\u0161i izplat\u012btais dokuments &#8221; <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\">Inteli\u0123enta procesu automatiz\u0101cija:<\/a> Taj\u0101 izkl\u0101st\u012btas piecas galven\u0101s tehnolo\u0123ijas, kas kop\u0101 <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\">veido<\/a> inteli\u0123ento automatiz\u0101ciju.<\/p>\n<p>&nbsp;<\/p>\n<p>T\u0101s ir:<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Robotizeta_procesu_automatizacija_RPA\"><\/span><strong>1. Robotiz\u0113ta procesu automatiz\u0101cija (RPA):  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>r\u012bku kopums, kas veic paredzamus, atk\u0101rtotus un prec\u012bzi defin\u0113tus uzdevumus, kurus tradicion\u0101li veica cilv\u0113ki.<\/p>\n<h3><\/h3>\n<h3><span class=\"ez-toc-section\" id=\"2_Masinmacisanas_un_progresiva_analitika\"><\/span><strong>2. Ma\u0161\u012bnm\u0101c\u012b\u0161an\u0101s un progres\u012bv\u0101 anal\u012btika:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Uzlaboti algoritmi, kas ir apm\u0101c\u012bti atrast likumsakar\u012bbas pla\u0161\u0101s v\u0113sturisko datu kop\u0101s, lai tie var\u0113tu sniegt ieskatu un prognozes ar \u0101trumu un precizit\u0101ti, kas nav iesp\u0113jama cilv\u0113ka p\u0113tniekiem.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Dabiskas_valodas_generatori_NLG\"><\/span><strong>3. Dabisk\u0101s valodas \u0123eneratori (NLG)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>K\u0101 liecina t\u0101du r\u012bku k\u0101 ChatGPT un Pi pan\u0101kumi, dabisk\u0101s valodas \u0123eneratori var rad\u012bt tekstu un citus rado\u0161us tekstus, lai atvieglotu sazi\u0146u starp cilv\u0113kiem un tehnolo\u0123ij\u0101m.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Viedas_darba_plusmas\"><\/span><strong>4. Viedas darba pl\u016bsmas:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Biznesa procesu programmat\u016bra, kas p\u0101rvalda darba pl\u016bsmu starp cilv\u0113kiem un ma\u0161\u012bn\u0101m, nodro\u0161inot vienm\u0113r\u012bgu pieg\u0101di, izseko\u0161anu un p\u0101rskatu snieg\u0161anu.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Kognitivie_agenti\"><\/span><strong>5. Kognit\u012bvie a\u0123enti:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Viedie t\u0113rz\u0113\u0161anas roboti, kas izmanto ML un NLP kombin\u0101ciju, lai nodro\u0161in\u0101tu automatiz\u0113tus klientu apkalpo\u0161anas p\u0101rst\u0101vjus, kas samazina apkalpojo\u0161\u0101 person\u0101la slogu un da\u017eos gad\u012bjumos sp\u0113j lab\u0101k p\u0101rdot un saprast klientus.<\/p>\n<p>Iepriek\u0161 uzskait\u012bt\u0101s tehnolo\u0123ijas ir IPA risin\u0101jumu veidojo\u0161ie pamatelementi. Lai gan tas ir netie\u0161i, IPA tehnolo\u0123iju veidojo\u0161o r\u012bku sarakstam m\u0113s pievienotu ar\u012b <a href=\"https:\/\/www.zaptest.com\/lv\/datorredzamiba-ir-programmaturas-testesanas-automatizacijas-nakotne-pagatnes-tagadnes-un-nakotnes-vesture\">datorredzes tehnolo\u0123iju (CVT<\/a> ).<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"RPA_un_IPA_lidzibas\"><\/span><strong>RPA un IPA l\u012bdz\u012bbas<\/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 procesi, lietojumprogrammas un oper\u0101cijas, ar kur\u0101m RPA (robotiz\u0113t\u0101 procesu automatiz\u0101cija) var tikt gal\u0101 un kuras var automatiz\u0113t!\" 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>Lai gan RPA un IPA ir at\u0161\u0137ir\u012bgas tehnolo\u0123iju kategorijas, t\u0101m ir sam\u0113r\u0101 liela savstarp\u0113ja mijiedarb\u012bba. L\u016bk, da\u017eas l\u012bdz\u012bbas starp RPA un IPA.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Tie_abi_ir_automatizacijas_riki\"><\/span><strong>1. Tie abi ir automatiz\u0101cijas r\u012bki<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Visredzam\u0101k\u0101 saikne starp RPA un IPA ir t\u0101, ka abi r\u012bki ir paredz\u0113ti biznesa procesu automatiz\u0113\u0161anai. Lai gan katram risin\u0101jumam ir sava pieeja un t\u0101 m\u0113r\u0137u sasnieg\u0161anai tiek izmantotas da\u017e\u0101da veida tehnolo\u0123ijas, to b\u016bt\u012bba ir risin\u0101t uzdevumus, kurus tradicion\u0101li veic cilv\u0113ki, un atrast veidus, k\u0101 tos veikt efekt\u012bv\u0101k, rentabl\u0101k un prec\u012bz\u0101k.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_RPA_ir_IPA_centrala_dala\"><\/span><strong>2. RPA ir IPA centr\u0101l\u0101 da\u013ca<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>V\u0113l viena svar\u012bga abu tehnolo\u0123iju l\u012bdz\u012bba ir t\u0101, ka RPA ir IPA pamatkomponents. Lai gan ma\u0161\u012bnm\u0101c\u012b\u0161an\u0101s un citas tehnolo\u0123ijas, kas imit\u0113 cilv\u0113ka izzi\u0146u, ir IPA galven\u0101s sast\u0101vda\u013cas, automatiz\u0101cijas pamat\u0101 ir RPA.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_RPA_un_IPA_ir_lidzigas_prieksrocibas\"><\/span><strong>3. RPA un IPA ir l\u012bdz\u012bgas priek\u0161roc\u012bbas<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>RPA un IPA ir ar\u012b daudzi vien\u0101di biznesa ieguvumi. Piem\u0113ram, t\u0101s pal\u012bdz uz\u0146\u0113mumiem samazin\u0101t izmaksas, ietaup\u012bt laiku, palielin\u0101t produktivit\u0101ti, palielin\u0101t darbinieku apmierin\u0101t\u012bbu ar darbu, izpild\u012bt atbilst\u012bbas standartus, uzlabot apkalpo\u0161anu un samazin\u0101t cilv\u0113cisko k\u013c\u016bdu skaitu.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Atskiribas_starp_RPA_un_IPA\"><\/span><strong>At\u0161\u0137ir\u012bbas starp RPA un 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 (robotiz\u0113t\u0101 procesu automatiz\u0101cija) - defin\u012bcija, noz\u012bme, kas ir iot un vair\u0101k\" 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>Lai gan RPA un IPA ir daudz kop\u012bgu iez\u012bmju, ir da\u017ei at\u0161\u0137ir\u012bgi punkti, kas jums ir j\u0101izprot.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Merogojamiba\"><\/span><strong>#1. M\u0113rogojam\u012bba<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Lai gan RPA lieliski sp\u0113j automatiz\u0113t atsevi\u0161\u0137us uzdevumus, sare\u017e\u0123\u012btu darba pl\u016bsmu organiz\u0113\u0161ana vai nestruktur\u0113tu datu apstr\u0101de ir bie\u017ei sastopams izaicin\u0101jums. IPA pied\u0101v\u0101 r\u012bku kopumu, kas pal\u012bdz risin\u0101t probl\u0113mas, kas saist\u012btas ar m\u0113rogo\u0161anas v\u0101jaj\u0101m viet\u0101m, piem\u0113ram, nestruktur\u0113tiem datiem vai l\u0113mumu pie\u0146em\u0161anu.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Macisanas_un_pielagosanas_reallaika\"><\/span><strong>#2. M\u0101c\u012b\u0161an\u0101s un piel\u0101go\u0161an\u0101s re\u0101llaik\u0101<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>RPA ir ide\u0101ls risin\u0101jums uzdevumiem, kuru izpilde ir paredzama, soli pa solim. P\u0113c defin\u012bcijas tas seko nor\u0101d\u012bjumiem. No otras puses, IPA var m\u0101c\u012bties un piel\u0101goties re\u0101llaik\u0101, pateicoties t\u0101d\u0101m funkcij\u0101m k\u0101 ML.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Izlukosana\"><\/span><strong>#3. Izl\u016bko\u0161ana<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Inteli\u0123enci ir gr\u016bti defin\u0113t. Tom\u0113r m\u0113s visi saprotam, ka cilv\u0113ka dom\u0101\u0161an\u0101 tiek izmantoti da\u017e\u0101di instrumenti, piem\u0113ram, lo\u0123ika, sprie\u0161ana, m\u0101c\u012b\u0161an\u0101s, pl\u0101no\u0161ana un probl\u0113mu risin\u0101\u0161ana, lai, pamatojoties uz inform\u0101ciju, rad\u012btu atbildes vai prognozes.<\/p>\n<p>RPA r\u012bki var apstr\u0101d\u0101t inform\u0101ciju, ta\u010du tikai ar stingru noteikumu kopumu. Pamat\u0101 tas izmanto ja\/tikai\/seko lo\u0123iku, lai apstr\u0101d\u0101tu biznesa procesus. Faktiski RPA atdarina cilv\u0113ka izzi\u0146u, bet tikai t\u0101p\u0113c, ka tam ir dota karte.<\/p>\n<p>Inteli\u0123ent\u0101 automatiz\u0101cija, no otras puses, apstr\u0101d\u0101 datus veid\u0101, kas vair\u0101k l\u012bdzin\u0101s cilv\u0113ka izzi\u0146ai. T\u0101 k\u0101 inteli\u0123entie automatiz\u0101cijas r\u012bki izmanto m\u0101ksl\u012bgo intelektu, tie var iziet \u0101rpus instrukciju izpildes robe\u017e\u0101m un piel\u0101goties main\u012bgajiem apst\u0101k\u013ciem, nestruktur\u0113tiem datiem un citiem \u0101rk\u0101rtas faktoriem, kas var apgr\u016btin\u0101t RPA r\u012bkus.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Nestrukturetu_datu_apstrade\"><\/span><strong>#4. Nestruktur\u0113tu datu apstr\u0101de<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>RPA pal\u012bdz komand\u0101m risin\u0101t deterministiskus uzdevumus. T\u0101d\u0113j\u0101di t\u0101 ir atkar\u012bga no paredzamiem ievades datiem, piem\u0113ram, struktur\u0113tiem datiem. Tom\u0113r, kad runa ir par darbu ar nestruktur\u0113tiem datiem vai jebk\u0101du inform\u0101ciju, kas ir \u0101rpus rezerv\u0113\u0161anas, m\u0113s sasniedzam RPA r\u012bku aug\u0161\u0113j\u0101s robe\u017eas.<\/p>\n<p>Struktur\u0113to datu apstr\u0101de bie\u017ei vien ir manu\u0101li str\u0101d\u0101jo\u0161o zi\u0146\u0101. T\u0101 k\u0101 \u0161aj\u0101 proces\u0101 ir j\u0101iesaista pietiekami daudz l\u0113mumu pie\u0146em\u0161anas un interpret\u0101cijas, ir lietder\u012bgi izmantot cilv\u0113ka izzi\u0146as iesp\u0113jas. Tom\u0113r, izmantojot m\u0101ksl\u012bg\u0101 intelekta tehnolo\u0123ijas, piem\u0113ram, ma\u0161\u012bnm\u0101c\u012b\u0161anos, inteli\u0123ent\u0101 automatiz\u0101cija sp\u0113j apstr\u0101d\u0101t nestruktur\u0113tus datus.<\/p>\n<p>J\u0101atz\u012bm\u0113, ka RPA r\u012bkus var izmantot, lai nestruktur\u0113tus datus p\u0101rv\u0113rstu struktur\u0113tos datos. Piem\u0113ram, izmantojot dabisk\u0101s valodas apstr\u0101des (NLP) vai optisk\u0101s rakstz\u012bmju atpaz\u012b\u0161anas (OCR) r\u012bkus, \u0161os datus var p\u0101rv\u0113rst datos, ar kuriem var str\u0101d\u0101t RPA. Tom\u0113r nestruktur\u0113tu datu raksturs padara \u0161o procesu sare\u017e\u0123\u012btu un prasa izveidot vair\u0101kas veidnes, kas sp\u0113j veikt \u0161o uzdevumu. \u0160\u012b realit\u0101te var rad\u012bt probl\u0113mas ar RPA risin\u0101jumu m\u0113rogo\u0161anu.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_RPA_ir_rentablaka\"><\/span><strong>#5. RPA ir rentabl\u0101ka<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Lai gan IA r\u012bkiem ir pla\u0161\u0101ka darb\u012bbas joma nek\u0101 RPA programmat\u016brai, \u0161\u012bs papildu iesp\u0113jas ir d\u0101rgas. Viens no pievilc\u012bg\u0101kajiem automatiz\u0101cijas r\u012bku aspektiem ir to pier\u0101d\u012btais izmaksu ietaup\u012bjums. Tom\u0113r, \u0146emot v\u0113r\u0101 to relat\u012bvo cenu, RPA programmat\u016bra ir pieejam\u0101ka liel\u0101kajai tirgus da\u013cai.<\/p>\n<p>Inteli\u0123ent\u0101 automatiz\u0101cija ir elast\u012bg\u0101ks risin\u0101jums, kas var darboties pla\u0161\u0101k\u0101 vid\u0113. Tom\u0113r ne katram uz\u0146\u0113mumam ir sare\u017e\u0123\u012btas automatiz\u0101cijas pras\u012bbas. Atkar\u012bb\u0101 no automatiz\u0113jamo biznesa procesu apjoma RPA risin\u0101jumi var nodro\u0161in\u0101t visu nepiecie\u0161amo.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_RPA_ieviesana_ir_atraka\"><\/span><strong>#6. RPA ievie\u0161ana ir \u0101tr\u0101ka<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Inteli\u0123enti automatiz\u0101cijas r\u012bki pied\u0101v\u0101 risin\u0101jumus pla\u0161am probl\u0113mu lokam. Tom\u0113r, ja runa ir par \u0101tru ievie\u0161anas laiku, \u0161\u012b sare\u017e\u0123\u012bt\u012bba k\u013c\u016bst par nelielu tr\u016bkumu. RPA r\u012bki ir vienk\u0101r\u0161\u0101ki, t\u0101p\u0113c to ievie\u0161ana ir l\u0113t\u0101ka un maz\u0101k laikietilp\u012bga. Vad\u012bt\u0101jiem, uz kuriem tiek izdar\u012bts spiediens, lai pan\u0101ktu digit\u0101lo transform\u0101ciju vis\u0101 uz\u0146\u0113mum\u0101, RPA risin\u0101jumi var pied\u0101v\u0101t \u0101tr\u0101ku ce\u013cu uz v\u0113rt\u012bbas rad\u012b\u0161anu.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_IPA_rikiem_ir_sarezgitaka_macisanas_likne\"><\/span><strong>#7. IPA r\u012bkiem ir sare\u017e\u0123\u012bt\u0101ka m\u0101c\u012b\u0161an\u0101s l\u012bkne<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>\u0160o r\u012bku relat\u012bv\u0101 sare\u017e\u0123\u012bt\u012bba atkal rada priek\u0161roc\u012bbas un tr\u016bkumus. IPA r\u012bku ievie\u0161anai ir nepiecie\u0161amas \u013coti tehniskas funkcijas, piem\u0113ram, ma\u0161\u012bnm\u0101c\u012b\u0161an\u0101s.<\/p>\n<p>Joproj\u0101m ir cer\u012bbas ar\u012b komand\u0101m, kas nav tehniskas komandas. Inteli\u0123entas automatiz\u0101cijas konsult\u0101ciju uz\u0146\u0113mumi var veikt lielu da\u013cu no smagajiem darbiem un procesu izstr\u0101des. Turkl\u0101t IA r\u012bki ar katru dienu k\u013c\u016bst lietot\u0101jam draudz\u012bg\u0101ki.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Inteligento_procesu_automatizacijas_piemeri_un_nozares_izmantosanas_gadijumi\"><\/span><strong>Inteli\u0123ento procesu automatiz\u0101cijas piem\u0113ri un nozares izmanto\u0161anas gad\u012bjumi<\/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=\"rpa izmanto\u0161ana telekomunik\u0101cij\u0101s\" 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>Saska\u0146\u0101 ar p\u0113t\u012bjumiem <a href=\"https:\/\/explodingtopics.com\/blog\/data-generated-per-day\">2023. gad\u0101 tiks sara\u017eoti 120 zetabaiti datu<\/a>. Katru gadu vis\u0101 pasaul\u0113 sara\u017eoto datu apjoms pieaug par aptuveni 20-25 %. Saska\u0146\u0101 ar MIT Sloan datiem <a href=\"https:\/\/mitsloan.mit.edu\/ideas-made-to-matter\/tapping-power-unstructured-data\">aptuveni 80 % \u0161o datu ir nestruktur\u0113ti<\/a>. Lai gan RPA r\u012bki ir \u013c\u0101vu\u0161i uz\u0146\u0113mumiem daudz ko dar\u012bt ar struktur\u0113tiem datiem, ir skaidrs, ka teksts, audio, video, e-pasti, soci\u0101lo pla\u0161sazi\u0146as l\u012bdzek\u013cu saturs, serveru \u017eurn\u0101li, sensoru \u017eurn\u0101li un satel\u012bta att\u0113li var pied\u0101v\u0101t iev\u0113rojamas iesp\u0113jas.<\/p>\n<p>Lab\u0101kais veids, k\u0101 izprast inteli\u0123entas biznesa automatiz\u0101cijas iesp\u0113jas, ir praktiski, re\u0101li piem\u0113ri un izmanto\u0161anas gad\u012bjumi. \u0160eit ir da\u017ei veidi, k\u0101 automatiz\u0101cijas tehnolo\u0123ija var pal\u012bdz\u0113t konkr\u0113t\u0101s nozar\u0113s.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Klientu_apkalposana\"><\/span><strong>1. Klientu apkalpo\u0161ana<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>P\u0113d\u0113jos gados klientu apkalpo\u0161anas pras\u012bbas ir iev\u0113rojami pieaugu\u0161as. M\u016bsdienu pat\u0113r\u0113t\u0101js pieprasa vienm\u0113r pieejamas pa\u0161apkalpo\u0161an\u0101s iesp\u0113jas ar augstu personaliz\u0101cijas pak\u0101pi. Inteli\u0123ent\u0101 automatiz\u0101cija pal\u012bdz uz\u0146\u0113mumiem pied\u0101v\u0101t gaid\u012bto individu\u0101l\u0101s apr\u016bpes l\u012bmeni bez liel\u0101m pieskait\u0101maj\u0101m izmaks\u0101m, kas saist\u012btas ar cilv\u0113ku darbu.<\/p>\n<p>\u010catboti, kas darbojas ar dabisk\u0101s valodas procesoriem un ir savienoti ar klientu attiec\u012bbu p\u0101rvald\u012bbas (CRM) platform\u0101m, var pied\u0101v\u0101t izcilu klientu pieredzi. Apvienojum\u0101 ar automatiz\u0113tu e-pasta apstr\u0101di, prognoz\u0113\u0161anas anal\u012bzi un noska\u0146ojuma anal\u012bzi uz\u0146\u0113mumiem ir pieejama daudzkan\u0101lu apr\u016bpe, kas paredz probl\u0113mas un pal\u012bdz saglab\u0101t klientus.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Veselibas_aprupe\"><\/span><strong>2. Vesel\u012bbas apr\u016bpe<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Vesel\u012bbas apr\u016bpe ir iev\u0113rojama vied\u0101s automatiz\u0101cijas izmantot\u0101ja. Slikt\u0101 vesel\u012bba vis\u0101 pasaul\u0113 noz\u012bm\u0113, ka slimn\u012bcas k\u013c\u016bst aizvien noslogot\u0101kas, un daudzas no t\u0101m slodzes d\u0113\u013c s\u0101k sl\u012bkt. Ierobe\u017eotie bud\u017eeti un p\u0101rslogotais person\u0101ls nor\u0101da uz nepiecie\u0161am\u012bbu uzlabot darb\u012bbas efektivit\u0101ti, jo \u012bpa\u0161i t\u0101dos administrat\u012bvos uzdevumos k\u0101 pacientu re\u0123istr\u0101cija, apdro\u0161in\u0101\u0161anas apstr\u0101de, grafiku sast\u0101d\u012b\u0161ana, r\u0113\u0137inu izrakst\u012b\u0161ana un citi.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Finanses\"><\/span><strong>3. Finanses<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Finan\u0161u nozare pamatoti ir iemantojusi reput\u0101ciju k\u0101 vismodern\u0101ko tehnolo\u0123iju l\u012bderis. K\u0101 agr\u012bni RPA tehnolo\u0123iju izmantot\u0101ji nozare ir turpin\u0101jusi mekl\u0113t veidus, k\u0101 palielin\u0101t efektivit\u0101ti un izpild\u012bt regulat\u012bvo slogu. Inteli\u0123ent\u0101 automatiz\u0101cija tiek izmantota vis\u0101 finan\u0161u jom\u0101, lai pal\u012bdz\u0113tu atkl\u0101t kr\u0101p\u0161anu un nodro\u0161in\u0101t atbilst\u012bbu. Tom\u0113r \u0161\u012bs tehnolo\u0123ijas pal\u012bdz ar\u012b oper\u0101cij\u0101s, arvien vair\u0101k racionaliz\u0113jot l\u0113mumu pie\u0146em\u0161anu saist\u012bb\u0101 ar aizdevumu pieteikumiem un citiem jaut\u0101jumiem. Turkl\u0101t t\u0101 var ar\u012b automatiz\u0113t <a href=\"https:\/\/www.zaptest.com\/lv\/pilniga-programmaturas-testesanas-automatizacijas-rokasgramata\">programmat\u016bras test\u0113\u0161anu<\/a>, pal\u012bdzot finan\u0161u iest\u0101d\u0113m izveidot piel\u0101gotu programmat\u016bru.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Razosana\"><\/span><strong>4. Ra\u017eo\u0161ana<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>P\u0113d\u0113jos gados sabiedr\u012bbas inform\u0113t\u012bba par pieg\u0101des \u0137\u0113des probl\u0113m\u0101m ir pieaugusi, jo ir sastr\u0113gumi, infl\u0101cija un visp\u0101r\u0113j\u0101 dz\u012bves d\u0101rdz\u012bbas kr\u012bze. Ra\u017eot\u0101jiem ir j\u0101pie\u0146em digit\u0101l\u0101 transform\u0101cija, jo main\u0101s pirk\u0161anas preferences un biznesa dinamika. \u0160\u012b realit\u0101te ir \u012bpa\u0161i aktu\u0101la jaunaj\u0101s industrializ\u0113taj\u0101s vai jaunatt\u012bst\u012bbas valst\u012bs.<\/p>\n<p>RPA un IPA var pal\u012bdz\u0113t uz\u0146\u0113mumiem \u0161aj\u0101s jom\u0101s nov\u0113rst plaisu un uzlabot procesus un organiz\u0101ciju vis\u0101 v\u0113rt\u012bbu \u0137\u0113d\u0113. Ra\u017eo\u0161anas pas\u016bt\u012bjumu automatiz\u0113\u0161ana, izpratne par main\u012bgaj\u0101m klientu v\u0113lm\u0113m un piel\u0101go\u0161an\u0101s t\u0101m, lo\u0123istikas uzlabo\u0161ana un atkritumu samazin\u0101\u0161ana ir tikai da\u017eas jomas, kur\u0101s var izmantot m\u0101ksl\u012bg\u0101 intelekta r\u012bkus.<\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Vai_inteligenta_procesu_automatizacija_un_hiperautomatizacija_ir_viens_un_tas_pats\"><\/span><strong>Vai inteli\u0123ent\u0101 procesu automatiz\u0101cija un hiperautomatiz\u0101cija ir viens un tas pats?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-59582\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80.png\" alt=\"alfa test\u0113\u0161ana pret beta test\u0113\u0161anu\" 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>Lai gan daudzi eksperti inteli\u0123ento procesu automatiz\u0101ciju un <a href=\"https:\/\/www.zaptest.com\/hyperautomation\">hiperautomatiz\u0101ciju<\/a> lieto savstarp\u0113ji aizvietojami, tie ir at\u0161\u0137ir\u012bgi j\u0113dzieni. Neskaidr\u012bbas ir saprotamas. Abas discipl\u012bnas ir IT un uz\u0146\u0113m\u0113jdarb\u012bbas procesu automatiz\u0101cijas priek\u0161pl\u0101n\u0101, izmantojot m\u0101ksl\u012bgo intelektu un citas saist\u012bt\u0101s tehnolo\u0123ijas. Tom\u0113r ir svar\u012bgi saprast, k\u0101das ir at\u0161\u0137ir\u012bbas starp abiem veidiem.<\/p>\n<p>K\u0101 min\u0113ts iepriek\u0161, inteli\u0123entaj\u0101 procesu automatiz\u0101cij\u0101 tiek izmantotas da\u017e\u0101das tehnolo\u0123ijas, piem\u0113ram, m\u0101ksl\u012bgais intelekts, ML, datorredzes, kognit\u012bv\u0101s tehnolo\u0123ijas, dabisk\u0101s valodas apstr\u0101de un, protams, RPA.<\/p>\n<p>Savuk\u0101rt hiperautomatiz\u0101cija ir filozofija vai pieeja, kuras m\u0113r\u0137is ir automatiz\u0113t p\u0113c iesp\u0113jas vair\u0101k biznesa procesu.<\/p>\n<p>Liela da\u013ca neskaidr\u012bbu rodas t\u0101p\u0113c, ka IPA ir da\u013ca no hiperautomatiz\u0101cijas pieejas. Tom\u0113r hiperautomatiz\u0101cija ir sare\u017e\u0123\u012bt\u0101ka, pa\u0101trin\u0101ta IA versija ar daudz pla\u0161\u0101ku darb\u012bbas jomu. T\u0101 viet\u0101, lai risin\u0101tu fiks\u0113tus procesus vai uzdevumus, hiperautomatiz\u0101cija darbojas ar da\u017e\u0101d\u0101m platform\u0101m un tehnolo\u0123ij\u0101m, lai maksim\u0101li palielin\u0101tu uz\u0146\u0113m\u0113jdarb\u012bbas efektivit\u0101ti.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"IPA_un_RPA_krustpunkts_un_konvergence\"><\/span><strong>IPA un RPA krustpunkts un konver\u0123ence<\/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=\"rpa izmanto\u0161ana nekustamaj\u0101 \u012bpa\u0161um\u0101\" 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>\u0160aj\u0101 rakst\u0101 m\u0113s esam velt\u012bju\u0161i lielu da\u013cu laika IPA un RPA relat\u012bvo priek\u0161roc\u012bbu anal\u012bzei. Lai gan ir lietder\u012bgi no\u0161\u0137irt \u0161\u012bs automatiz\u0101cijas tehnolo\u0123ijas, tom\u0113r dom\u0101t par t\u0101m k\u0101 par savstarp\u0113ji konkur\u0113jo\u0161iem vai konkur\u0113jo\u0161iem r\u012bkiem nav glu\u017ei pareizi. Lab\u0101kais veids, k\u0101 izprast to iesp\u0113jas, ir izmantot tos k\u0101 papildino\u0161us automatiz\u0101cijas r\u012bkus.<\/p>\n<p>Ir vair\u0101ki punkti, kuros abi r\u012bki krustojas.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_IPA_ka_risinajums_RPA_ierobezojumiem\"><\/span><strong>#1. IPA k\u0101 risin\u0101jums RPA ierobe\u017eojumiem<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Darb\u0101 &#8221; <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\">K\u0101 konkur\u0113t m\u0101ksl\u012bg\u0101 intelekta laikmet\u0101<\/a> &#8221; (Mohanty un Vyas, 2018) autori apgalvo, ka &#8220;RPA roboti dar\u012bs tie\u0161i to, ko j\u016bs vi\u0146iem teiksiet, un t\u0101 ir vi\u0146u liel\u0101k\u0101 priek\u0161roc\u012bba, bet ar\u012b liel\u0101k\u0101 v\u0101j\u012bba.&#8221; \u0160is viedoklis uzsver b\u016btisku aspektu attiec\u012bb\u0101 uz RPA robe\u017e\u0101m: Tom\u0113r nestruktur\u0113ti dati un neprognoz\u0113jami scen\u0101riji noz\u012bm\u0113, ka uz\u0146\u0113mumi nevar izmantot RPA risin\u0101jumus visiem uzdevumiem.<\/p>\n<h2><\/h2>\n<p style=\"text-align: left;\">Ma\u0161\u012bnm\u0101c\u012b\u0161an\u0101s var pal\u012bdz\u0113t papla\u0161in\u0101t RPA iesp\u0113jas, jo \u012bpa\u0161i div\u0101s galvenaj\u0101s jom\u0101s. T\u0101s ir:<\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"1_Darbs_ar_nestrukturetiem_datiem\"><\/span><strong>1. Darbs ar nestruktur\u0113tiem datiem<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<h4><\/h4>\n<h4><span class=\"ez-toc-section\" id=\"2_Atverot_durvis_augstakas_pakapes_lemumu_pienemsanai\"><\/span><strong>2. Atverot durvis augst\u0101kas pak\u0101pes l\u0113mumu pie\u0146em\u0161anai<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p>Pa\u0161reiz\u0113j\u0101 situ\u0101cij\u0101 RPA r\u012bki nesp\u0113j veikt iepriek\u0161 min\u0113t\u0101s darb\u012bbas. Tom\u0113r, ja automatiz\u0101cija tiek papildin\u0101ta ar m\u0101ksl\u012bgo intelektu, t\u0101 var p\u0101riet jaun\u0101 l\u012bmen\u012b.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Ka_pakapiens_cela_uz_IPA_vai_hiperautomatizacijas_ieviesanu\"><\/span><strong>#2. K\u0101 pak\u0101piens ce\u013c\u0101 uz IPA vai hiperautomatiz\u0101cijas ievie\u0161anu.<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Ir vilino\u0161i uzskat\u012bt, ka RPA, IPA un hiperautomatiz\u0101cija ir nep\u0101rtraukts process. Tom\u0113r, iesp\u0113jams, tas ir nedaudz vienk\u0101r\u0161ots. Fakts ir t\u0101ds, ka jebkura sare\u017e\u0123\u012bta automatiz\u0101cijas sist\u0113ma, kas ietver IPA vai hiperautomatiz\u0101ciju, liel\u0101 m\u0113r\u0101 balst\u012bsies uz RPA. T\u0101p\u0113c RPA r\u012bki joproj\u0101m b\u016bs gan svar\u012bgi, gan nepiecie\u0161ami \u0161ajos progres\u012bvajos scen\u0101rijos.<\/p>\n<p>\u0160is arguments ir sp\u0113c\u012bg\u0101ks \u012bsteno\u0161anas kontekst\u0101. Ce\u013c\u0101 uz hiperautomatiz\u0101ciju ir j\u0101veic daudzi p\u0113t\u012bjumi par to, kurus uzdevumus var automatiz\u0113t. S\u0101kot ar RPA, tiek izveidots stabils pamats uzdevumu veidiem, kurus var automatiz\u0113t. Tas \u013cauj uz\u0146\u0113mumiem izveidot un test\u0113t automatiz\u0101cijas darbpl\u016bsmas, kuras tie var papla\u0161in\u0101t un papildin\u0101t ar IPA.<\/p>\n<p>Hiperautomatiz\u0101cija ir pieeja, kas ietver visu iesp\u0113jamo automatiz\u0101ciju. Tas, k\u0101 tas izskat\u0101s, katr\u0101 uz\u0146\u0113mum\u0101 ir at\u0161\u0137ir\u012bgs. Da\u017eos uz\u0146\u0113mumos tas var\u0113tu ietvert RPA, ko neliel\u0101 m\u0113r\u0101 atbalsta m\u0101ksl\u012bgais intelekts; citos tas var\u0113tu b\u016bt pilnv\u0113rt\u012bgs, visaptvero\u0161s automatiz\u0101cijas meh\u0101nisms ar minim\u0101lu cilv\u0113ka ieguld\u012bjumu.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Prognozesanas_analize_un_lemumu_pienemsana\"><\/span><strong>#3. Prognoz\u0113\u0161anas anal\u012bze un l\u0113mumu pie\u0146em\u0161ana<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>RPA veic noteiktus uzdevumus, pamatojoties uz konkr\u0113tiem palaid\u0113jiem vai ievades datiem. Ja \u0146emam v\u0113r\u0101 da\u017eas no IPA priek\u0161roc\u012bb\u0101m, piem\u0113ram, noska\u0146ojuma anal\u012bzi, dabisk\u0101s valodas apstr\u0101di, datorredzes tehnolo\u0123iju un ML iesp\u0113jas, ir skaidrs, ka \u0161\u012b tehnolo\u0123ija sp\u0113s apstr\u0101d\u0101t daudzus net\u012brus datus un p\u0101rv\u0113rst tos struktur\u0113t\u0101 inform\u0101cij\u0101, kas var kalpot k\u0101 \u0161ie ierosin\u0101t\u0101ji vai ievades dati.<\/p>\n<p>Iesp\u0113jas \u0161eit ir milz\u012bgas. K\u0101 m\u0113s esam nov\u0113roju\u0161i medic\u012bnas nozar\u0113, p\u0113t\u012bjumi ir pier\u0101d\u012bju\u0161i, ka <a href=\"https:\/\/www.nature.com\/articles\/s41571-020-0329-7\">m\u0101ksl\u012bgais intelekts ir p\u0101rsp\u0113jis radiologus mamogr\u0101fijas skr\u012bninga veik\u0161an\u0101.<\/a> \u0160\u0101du progno\u017eu prec\u012bzai veik\u0161anai ir nepiecie\u0161ama gadiem ilga pieredze un zin\u0101\u0161anas attiec\u012bgaj\u0101 jom\u0101, kas pamet uz\u0146\u0113mumu, kad k\u0101ds aiziet pensij\u0101 vai aiziet no darba. RPA, papildin\u0101ta ar m\u0101ksl\u012bgo intelektu, var pal\u012bdz\u0113t p\u0101rvar\u0113t \u0161o pieredzes tr\u016bkumu.<\/p>\n<p>Lai gan mamogr\u0101fijas skr\u012bninga piem\u0113rs ir uzkr\u012bto\u0161s, RPA un IPA priek\u0161roc\u012bbas var attiecin\u0101t uz vair\u0101kiem citiem uz\u0146\u0113m\u0113jdarb\u012bbas vad\u012bbas scen\u0101rijiem, kuros nepiecie\u0161ama augstas kvalit\u0101tes izzi\u0146a vai l\u0113mumu pie\u0146em\u0161ana. Kad \u0161ie l\u0113mumi ir pie\u0146emti, tie var iedarbin\u0101t pak\u0101rtotas darb\u012bbas, izmantojot RPA, t\u0101d\u0113j\u0101di nodro\u0161inot neticami augstu produktivit\u0101tes l\u012bmeni visda\u017e\u0101d\u0101kajiem uz\u0146\u0113mumiem.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Pieci_inteligenti_automatizacijas_riki\"><\/span><strong>Pieci inteli\u0123enti automatiz\u0101cijas r\u012bki<\/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 + test\u0113\u0161anas automatiz\u0101cijas komplekts\" 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>Tirg\u016b ir vair\u0101ki inteli\u0123ent\u0101s automatiz\u0101cijas ra\u017eot\u0101ji. Katrs no tiem pied\u0101v\u0101 unik\u0101lu da\u017e\u0101du tehnolo\u0123iju, pieeju un cenu kombin\u0101ciju. Iepaz\u012bsim piecus liel\u0101kos IA jomas p\u0101rst\u0101vjus.<\/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 ir komplekss, visaptvero\u0161s, inteli\u0123ents automatiz\u0101cijas risin\u0101jums, kas pied\u0101v\u0101 m\u016bsdien\u012bgus hiperautomatiz\u0101cijas r\u012bkus gan programmat\u016bras automatiz\u0101cijai, gan robotiz\u0113tai procesu automatiz\u0101cijai.. Tas izmanto datorredzes tehnolo\u0123iju un RPA kombin\u0101ciju, lai pal\u012bdz\u0113tu lietot\u0101jiem atkl\u0101t un automatiz\u0113t gan priek\u0161\u0113jos, gan aizmugur\u0113jos biroja uzdevumus. Platformai ir lieliskas funkcijas, piem\u0113ram, OCR un pamat\u012bgi anal\u012btiskie r\u012bki. Tai ir ar\u012b bezkod\u0113\u0161anas iesp\u0113jas, bezmaksas un uz\u0146\u0113muma versijas, jebkuras lietotnes automatiz\u0101cija starp platform\u0101m\/p\u0101rl\u016bkprogramm\u0101m, neierobe\u017eots licen\u010du skaits un pilna laika ZAP eksperts, kas str\u0101d\u0101 klienta komand\u0101 (uz\u0146\u0113muma versij\u0101).<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_IBM_Cloud_Pak_biznesa_automatizacijai\"><\/span>#2. IBM Cloud Pak biznesa automatiz\u0101cijai<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>IBM Cloud Pak ir modul\u0101rs, hibr\u012bda m\u0101ko\u0146a, inteli\u0123ents automatiz\u0101cijas risin\u0101jums. \u0160\u012b visaptvero\u0161\u0101 biznesa automatiz\u0101cijas platforma ir apr\u012bkota ar da\u017e\u0101d\u0101m funkcij\u0101m, tostarp darba pl\u016bsmas automatiz\u0101cijas, dokumentu apstr\u0101des, procesu izp\u0113tes un l\u0113mumu p\u0101rvald\u012bbas funkcij\u0101m. T\u0101 ietver ar\u012b r\u012bkus ar zemu kodu un bez koda un labu klientu atbalstu.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_UiPath_biznesa_automatizacijas_platforma\"><\/span>#3. UiPath biznesa automatiz\u0101cijas platforma<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>UiPath ir papildin\u0101jis savu RPA pied\u0101v\u0101jumu ar inteli\u0123ento biznesa automatiz\u0101ciju. Lai sasniegtu \u0161os m\u0113r\u0137us, platform\u0101 tiek izmantota datorredzes tehnolo\u0123ija un bezapkalpes robotika (p\u0113c vi\u0146u v\u0101rdiem, &#8220;roboti, kas p\u0101rvalda robotus&#8221;). Tie izmanto ar\u012b kognit\u012bvos uzlabojumus, lai saprastu valodu un nestruktur\u0113tus datus. UiPath Biznesa automatiz\u0101cijas platforma ir integr\u0113jama ar tre\u0161o pu\u0161u kognit\u012bvajiem pakalpojumiem no t\u0101diem pieg\u0101d\u0101t\u0101jiem k\u0101 IBM, Google un 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 ir v\u0113l viena m\u0101ko\u0146tehnolo\u0123iju automatiz\u0101cijas platforma ar IA iesp\u0113j\u0101m. Uz\u0146\u0113mums pied\u0101v\u0101 ar\u012b inteli\u0123entas automatiz\u0101cijas pakalpojumus, lai pal\u012bdz\u0113tu komand\u0101m veikt ievie\u0161anu un uztur\u0113\u0161anu. Blue Prism Cloud pied\u0101v\u0101 ne tikai inteli\u0123entus robotiz\u0113tus procesu automatiz\u0101cijas r\u012bkus, bet ar\u012b bezkod\u0113\u0161anas, vilk\u0161anas un nome\u0161anas dizaina studiju un vad\u012bbas telpu &#8211; darba pl\u016bsmas automatiz\u0101cijas or\u0137estr\u0113\u0161anas funkciju.<\/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, kas iepriek\u0161 tika saukts Microsoft Flow, ir v\u0113l viens m\u0101ko\u0146b\u0101z\u0113ts inteli\u0123entas automatiz\u0101cijas risin\u0101jums bez kod\u0113\u0161anas. Pakete pied\u0101v\u0101 funkciju AI Builder, kas ir lietot\u0101jam draudz\u012bga, m\u0113rogojama un viegli savienojama. Microsoft pla\u0161i izzi\u0146otais 10 miljardu ASV dol\u0101ru ieguld\u012bjums ChatGPT noz\u012bm\u0113, ka tas nodro\u0161ina dabisk\u0101s valodas apstr\u0101des iesp\u0113jas apvienojum\u0101 ar &#8220;nor\u0101diet un klik\u0161\u0137iniet&#8221; saskarni, kas \u013cauj komand\u0101m, kuras nav tehniskas personas, veidot inteli\u0123entas robotiz\u0113tas procesu automatiz\u0101cijas darbpl\u016bsmas.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Nobeiguma_domas\"><\/span><strong>Nobeiguma domas<\/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=\"programmat\u016bras test\u0113\u0161anas procesu kontrolsaraksts\" width=\"513\" height=\"342\"><\/p>\n<p>RPA un IPA ir at\u0161\u0137ir\u012bgas tehnolo\u0123ijas. Tom\u0113r tie ir \u013coti kompliment\u0101ri. Abu r\u012bku patiesais sp\u0113ks sl\u0113pjas to sp\u0113j\u0101 papildin\u0101t ne tikai cilv\u0113kresursus, bet ar\u012b viens otru. K\u0101 liecina daudzi automatiz\u0101cijas piem\u0113ri, lielu da\u013cu no pamatdarbiem, ko nodro\u0161ina automatiz\u0101cija, var veikt digit\u0101lie darbinieki un roboti. Veiksm\u012bgai automatiz\u0101cijai ir nepiecie\u0161ams sadal\u012bt un izprast eso\u0161\u0101s darba pl\u016bsmas. RPA var nodro\u0161in\u0101t daudzas no \u0161\u012bm sast\u0101vda\u013c\u0101m.<\/p>\n<p>M\u0113s atrodamies uz aizraujo\u0161as \u0113ras sliek\u0161\u0146a darba pasaul\u0113, kur cilv\u0113ka kognit\u012bv\u0101s sp\u0113jas var papildin\u0101t m\u0101ksl\u012bgais intelekts. Digit\u0101l\u0101 transform\u0101cija pamatoti ir uz\u0146\u0113mumu priorit\u0101te gan att\u012bst\u012btaj\u0101s, gan jaunatt\u012bst\u012bbas valst\u012bs. IPA un RPA r\u012bku ievie\u0161ana veidos centr\u0101lo da\u013cu \u0161aj\u0101s p\u0101rej\u0101s, nodro\u0161inot neiedom\u0101jamu produktivit\u0101ti.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Izcil\u0101 rakst\u0101 &#8221; No robotiz\u0113tas procesu automatiz\u0101cijas l\u012bdz inteli\u0123entai procesu automatiz\u0101cijai &#8221; (Chakraborti, 2020) autors apl\u016bko, k\u0101 p\u0113d\u0113jo desmit gadu laik\u0101 robotiz\u0113t\u0101 procesu automatiz\u0101cija (RPA) ir fascin\u0113jo\u0161i paaugstin\u0101jusi biznesa procesu efektivit\u0101ti. Tom\u0113r vi\u0146\u0161 uzskata, ka \u0161obr\u012bd m\u0113s atrodamies &#8220;l\u016bzuma punkt\u0101&#8221; \u0161aj\u0101 tehnolo\u0123iskaj\u0101 tendenc\u0113, un inteli\u0123ent\u0101 automatiz\u0101cija ir lo\u0123isks RPA turpin\u0101jums. \u010cakraborti min jauno paradigmu &#8211; [&hellip;]<\/p>\n","protected":false},"author":14624,"featured_media":64863,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"none","_seopress_titles_title":"Inteli\u0123ent\u0101 procesu automatiz\u0101cija vs. RPA - at\u0161\u0137ir\u012bbas\/p\u0101rkl\u0101\u0161an\u0101s","_seopress_titles_desc":"Uzziniet visu par inteli\u0123ento procesu automatiz\u0101ciju un RPA, s\u0101kot no t\u0101, kas tie ir, k\u0101dus procesus tie automatiz\u0113, k\u0101 tie at\u0161\u0137iras un krustojas, l\u012bdz pat r\u012bkiem.","_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":[477],"tags":[],"class_list":["post-64925","post","type-post","status-publish","format-standard","has-post-thumbnail","category-ai-lv"],"acf":{"short_name":"Inteli\u0123ent\u0101 procesu automatiz\u0101cija pret RPA"},"_links":{"self":[{"href":"https:\/\/www.zaptest.com\/lv\/wp-json\/wp\/v2\/posts\/64925","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.zaptest.com\/lv\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.zaptest.com\/lv\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/lv\/wp-json\/wp\/v2\/users\/14624"}],"replies":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/lv\/wp-json\/wp\/v2\/comments?post=64925"}],"version-history":[{"count":0,"href":"https:\/\/www.zaptest.com\/lv\/wp-json\/wp\/v2\/posts\/64925\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/lv\/wp-json\/wp\/v2\/media\/64863"}],"wp:attachment":[{"href":"https:\/\/www.zaptest.com\/lv\/wp-json\/wp\/v2\/media?parent=64925"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.zaptest.com\/lv\/wp-json\/wp\/v2\/categories?post=64925"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.zaptest.com\/lv\/wp-json\/wp\/v2\/tags?post=64925"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}