{"id":65374,"date":"2023-09-01T19:05:07","date_gmt":"2023-09-01T19:05:07","guid":{"rendered":"https:\/\/www.zaptest.com\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas"},"modified":"2023-09-01T19:05:07","modified_gmt":"2023-09-01T19:05:07","slug":"rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas","status":"publish","type":"post","link":"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas","title":{"rendered":"RPA vs. m\u0101ksl\u012bgais intelekts &#8211; at\u0161\u0137ir\u012bbas, kop\u012bg\u0101s iez\u012bmes, r\u012bki un krustojumi\/p\u0101rkl\u0101\u0161an\u0101s"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">RPA un m\u0101ksl\u012bgais intelekts ir divas aizraujo\u0161as un inovat\u012bvas IT lietojumprogrammas, kas ir digit\u0101l\u0101s transform\u0101cijas revol\u016bcijas priek\u0161pl\u0101n\u0101. Abas tehnolo\u0123ijas maina darba pasauli, papildinot darbiniekus un ievie\u0161ot jaunu produktivit\u0101tes laikmetu. Tom\u0113r, lai gan RPA un m\u0101ksl\u012bgajam intelektam ir daudz l\u012bdz\u012bbu un saskarsmes punktu, tie ir at\u0161\u0137ir\u012bgi r\u012bki ar sav\u0101m stipraj\u0101m un v\u0101jaj\u0101m pus\u0113m.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0160aj\u0101 rakst\u0101 apl\u016bkosim at\u0161\u0137ir\u012bbu starp automatiz\u0101ciju un m\u0101ksl\u012bgo intelektu un par\u0101d\u012bsim, kur t\u0101s tiek izmantotas, k\u0101 t\u0101s darbojas un k\u0101 t\u0101s apvienojas, lai pal\u012bdz\u0113tu m\u016bsdienu uz\u0146\u0113mumiem virz\u012bties uz automatiz\u0113tu n\u0101kotni.<\/span><\/p>\n<p>&nbsp;<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #b90000;color:#b90000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #b90000;color:#b90000\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#RPA_un_maksliga_intelekta_definicijas\" >RPA un m\u0101ksl\u012bg\u0101 intelekta defin\u012bcijas<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#1_Kas_ir_RPA\" >1. Kas ir RPA?<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#RPA_tehnologiju_piemeri\" >RPA tehnolo\u0123iju piem\u0113ri<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#2_Kas_ir_maksligais_intelekts\" >2. Kas ir m\u0101ksl\u012bgais intelekts?<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Maksliga_intelekta_tehnologiju_piemeri\" >M\u0101ksl\u012bg\u0101 intelekta tehnolo\u0123iju piem\u0113ri<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#3_RPA_vs_maksligais_intelekts_vs_ML\" >3. RPA vs m\u0101ksl\u012bgais intelekts vs ML<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Maksliga_intelekta_un_RPA_lietojumi\" >M\u0101ksl\u012bg\u0101 intelekta un RPA lietojumi<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#1_Maksliga_intelekta_lietojumi\" >1. M\u0101ksl\u012bg\u0101 intelekta lietojumi<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#2_RPA_lietojumi\" >2. RPA lietojumi<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Maksligais_intelekts_un_RPA_Atskiribas_un_lidzibas\" >M\u0101ksl\u012bgais intelekts un RPA: At\u0161\u0137ir\u012bbas un 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-11\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Kada_ir_atskiriba_starp_maksligo_intelektu_un_RPA\" >K\u0101da ir at\u0161\u0137ir\u012bba starp m\u0101ksl\u012bgo intelektu un RPA?<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#1_Attistiba\" >1. Att\u012bst\u012bba<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#2_Domasana_pret_darisanu\" >2. Dom\u0101\u0161ana pret dar\u012b\u0161anu<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#3_Skersli_ieklusanai\" >3. \u0160\u0137\u0113r\u0161\u013ci iek\u013c\u016b\u0161anai<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#4_Piemerosana_darba_vide\" >4. Piem\u0113ro\u0161ana darba vid\u0113<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Kadas_ir_maksliga_intelekta_un_RPA_lidzibas\" >K\u0101das ir m\u0101ksl\u012bg\u0101 intelekta un RPA l\u012bdz\u012bbas?<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#1_Automats\" >1. Autom\u0101ts<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#2_Integracija\" >2. Integr\u0101cija<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#3_Kludu_samazinasana\" >3. K\u013c\u016bdu samazin\u0101\u0161ana<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Maksligais_intelekts_un_RPA_Stipras_un_vajas_puses\" >M\u0101ksl\u012bgais intelekts un RPA: Stipr\u0101s un v\u0101j\u0101s puses<\/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\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#1_AI_stipras_un_vajas_puses\" >1. AI stipr\u0101s un v\u0101j\u0101s puses<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#AI_stipras_puses\" >AI stipr\u0101s puses<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#AI_trukumi\" >AI tr\u016bkumi<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#2_RPA_stipras_un_vajas_puses\" >2. RPA stipr\u0101s un v\u0101j\u0101s puses<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#RPA_stipras_puses\" >RPA stipr\u0101s puses<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#RPA_trukumi\" >RPA tr\u016bkumi<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#RPA_un_maksliga_intelekta_gadijumu_izpete\" >RPA un m\u0101ksl\u012bg\u0101 intelekta gad\u012bjumu izp\u0113te<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#1_RPA_gadijumu_izpete\" >1. RPA gad\u012bjumu izp\u0113te<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#2_RPA_maksliga_intelekta_gadijuma_izpete\" >2. RPA m\u0101ksl\u012bg\u0101 intelekta gad\u012bjuma izp\u0113te<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Ka_izveleties_starp_RPA_un_maksligo_intelektu\" >K\u0101 izv\u0113l\u0113ties starp RPA un m\u0101ksl\u012bgo intelektu?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#1_scenarijs\" >1. scen\u0101rijs<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Izmantojiet_RPA\" >Izmantojiet RPA<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#2_scenarijs\" >2. scen\u0101rijs<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Maksliga_intelekta_izmantosana\" >M\u0101ksl\u012bg\u0101 intelekta izmanto\u0161ana<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-35\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Kad_izmantot_RPA_un_kad_AI_procesu_automatizacijas_kontrolsaraksts\" >Kad izmantot RPA un kad AI procesu automatiz\u0101cijas kontrolsaraksts<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-36\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Izmantojiet_RPA-2\" >Izmantojiet RPA:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-37\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Izmantot_maksligo_intelektu\" >Izmantot m\u0101ksl\u012bgo intelektu:<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-38\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Vai_maksligais_intelekts_aizstas_RPA\" >Vai m\u0101ksl\u012bgais intelekts aizst\u0101s RPA?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-39\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Maksligais_intelekts_un_RPA_saplust\" >M\u0101ksl\u012bgais intelekts un RPA sapl\u016bst<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-40\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Ka_AI_un_RPA_uzlabo_testesanas_automatizaciju\" >K\u0101 AI un RPA uzlabo test\u0113\u0161anas automatiz\u0101ciju<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-41\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Labakie_testesanas_automatizacijas_riki_2023_gada\" >Lab\u0101kie test\u0113\u0161anas automatiz\u0101cijas r\u012bki 2023. gad\u0101<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-42\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Autify\" >Autify<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-43\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#AvoAssure\" >AvoAssure<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-44\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Cypress\" >Cypress<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-45\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#testRigor\" >testRigor<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-46\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Dramaturgs\" >Dramaturgs<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-47\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Maksliga_intelekta_un_RPA_nakotne\" >M\u0101ksl\u012bg\u0101 intelekta un RPA n\u0101kotne<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-48\" href=\"https:\/\/www.zaptest.com\/lv\/rpa-vs-maksligais-intelekts-atskiribas-kopigas-iezimes-riki-un-krustojumi-parklasanas\/#Maksligais_intelekts_pret_RPA_Nobeiguma_pardomas\" >M\u0101ksl\u012bgais intelekts pret RPA: Nobeiguma p\u0101rdomas<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"RPA_un_maksliga_intelekta_definicijas\"><\/span><strong>RPA un m\u0101ksl\u012bg\u0101 intelekta defin\u012bcijas<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Pirms m\u0113s piev\u0113r\u0161amies attiec\u012bgajiem lietojumiem un izmanto\u0161anas gad\u012bjumiem, kas saist\u012bti ar <\/span><a href=\"https:\/\/www.zaptest.com\/rpa\"><br \/>\n  <span style=\"font-weight: 400;\">Robotiz\u0113t\u0101 procesu automatiz\u0101cija (RPA)<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\"> un m\u0101ksl\u012bgo intelektu (AI), ir v\u0113rts pamatot abus j\u0113dzienus ar defin\u012bcij\u0101m. <\/span> <\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"1_Kas_ir_RPA\"><\/span><strong>1. Kas ir RPA?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><img data-dominant-color=\"5d7c94\" data-has-transparency=\"false\" style=\"--dominant-color: #5d7c94;\" decoding=\"async\" class=\"aligncenter wp-image-64176 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--1024x576.webp\" alt=\"10 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=\"512\" height=\"288\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--1024x576.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--300x169.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--768x432.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--1536x864.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--1080x608.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--1280x720.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--980x551.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--480x270.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--jpeg.webp 1920w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Robotisk\u0101 procesu automatiz\u0101cija (RPA) ir tehnolo\u0123iju kopums, kas pal\u012bdz automatiz\u0113t paredzamus, uz noteikumiem balst\u012btus biznesa procesus.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Uz\u0146\u0113m\u0113jdarb\u012bbas darba pl\u016bsmas sast\u0101v no daudziem uzdevumiem. Da\u017eiem no \u0161iem uzdevumiem nepiecie\u0161ama cilv\u0113ka l\u0113mumu pie\u0146em\u0161ana un spriedumu pie\u0146em\u0161ana. Tom\u0113r daudzas no t\u0101m ir atk\u0101rtojamas un paredzamas. Tie\u0161i \u0161o otro kategoriju izmanto, lai automatiz\u0113tu RPA.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Liela da\u013ca programmat\u016bras, ko m\u0113s \u0161odien m\u012blam un lietojam, ir balst\u012bta uz noteikumiem. Datori lieliski sp\u0113j \u0101tri un prec\u012bzi izpild\u012bt prec\u012bzi defin\u0113tus pas\u016bt\u012bjumus. Ja vien m\u0113s sniedzam vi\u0146iem pareizos nor\u0101d\u012bjumus, vi\u0146i var nemit\u012bgi apstr\u0101d\u0101t inform\u0101ciju un izpild\u012bt uzdevumus.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">RPA ir tas pats. Tom\u0113r t\u0101 izce\u013cas un pal\u012bdz uz\u0146\u0113mumiem, papla\u0161inot \u0161\u012bs pa\u0161as funkcijas da\u017e\u0101d\u0101s lietojumprogramm\u0101s, sist\u0113m\u0101s un datub\u0101z\u0113s. \u012as\u0101k sakot, RPA mijiedarbojas ar da\u017e\u0101d\u0101m lietojumprogramm\u0101m t\u0101pat k\u0101 cilv\u0113ks. T\u0101 var atdarin\u0101t klik\u0161\u0137us, tausti\u0146u nospiedumus un peles kust\u012bbas, kas notiek cilv\u0113ka un datora mijiedarb\u012bbas laik\u0101, un iegaum\u0113t \u0161\u012bs darb\u012bbas k\u0101 virkni so\u013cu, kas tiek izv\u0113rsti, kad tiek izpild\u012bts k\u0101ds trigeris vai noteikts nosac\u012bjums.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"RPA_tehnologiju_piemeri\"><\/span><strong>RPA tehnolo\u0123iju piem\u0113ri<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">API integr\u0101cija<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Starpplatformu skriptu rakst\u012b\u0161ana<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Starpprogrammu skriptu rakst\u012b\u0161ana<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Digit\u0101lie roboti jeb &#8220;roboti&#8221;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">GUI ierakst\u012b\u0161anas r\u012bki<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Saskarnes bez koda<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"2_Kas_ir_maksligais_intelekts\"><\/span><strong>2. Kas ir m\u0101ksl\u012bgais intelekts?  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><img data-dominant-color=\"6e5b4c\" data-has-transparency=\"false\" style=\"--dominant-color: #6e5b4c;\" decoding=\"async\" class=\"aligncenter wp-image-62581 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-1024x683.webp\" alt=\"RPA (robotiz\u0113t\u0101 procesu automatiz\u0101cija) - defin\u012bcija, noz\u012bme, kas ir iot un vair\u0101k\" width=\"479\" height=\"319\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-1024x683.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-300x200.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-768x512.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-1536x1024.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-2048x1365.webp 2048w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-1080x720.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-1280x854.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-980x653.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-480x320.webp 480w\" sizes=\"(max-width: 479px) 100vw, 479px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">M\u0101ksl\u012bgais intelekts (AI) ir tehnolo\u0123iju kopums, kas atdarina cilv\u0113ka izzi\u0146as procesu. Da\u017ei no \u0161iem gar\u012bgajiem uzdevumiem ir m\u0101c\u012b\u0161an\u0101s, sprie\u0161ana, pa\u0161kontrole, objektu atpaz\u012b\u0161ana, l\u0113mumu pie\u0146em\u0161ana un prognoz\u0113\u0161ana. Lai gan \u0161\u012b datorzin\u0101tnes nozare ir paz\u012bstama jau kop\u0161 pag\u0101ju\u0161\u0101 gadsimta 50. gadiem, nopietni sasniegumi ir v\u0113rojami p\u0113d\u0113jo desmit l\u012bdz piecpadsmit gadu laik\u0101.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">M\u0101ksl\u012bgais intelekts tiek izmantots visur. Lai gan \u0123enerat\u012bvais m\u0101ksl\u012bgais intelekts, automa\u0161\u012bnas bez vad\u012bt\u0101ja un t\u0101di virtu\u0101lie asistenti k\u0101 Siri un Alexa piesaista galvenos zi\u0146u virsrakstus, tas nodro\u0161ina ar\u012b prozaisk\u0101kus, bet praktisk\u0101kus lietojumus, piem\u0113ram, teksta prognoz\u0113\u0161anu, kiberdro\u0161\u012bbu, aizsardz\u012bbu pret kr\u0101p\u0161anu, mekl\u0113t\u0101jprogrammas, personaliz\u0113tu m\u0101rketingu un ieteikumus, k\u0101 ar\u012b datu anal\u012bzi.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Pa\u0161laik izmantoto m\u0101ksl\u012bgo intelektu parasti sauc par \u0161auru m\u0101ksl\u012bgo intelektu. \u012as\u0101k sakot, t\u0101 imit\u0113 cilv\u0113ka intelektu \u0161aur\u0101s jom\u0101s, piem\u0113ram, Deepmind AlphaGo vai da\u017e\u0101das runas atpaz\u012b\u0161anas programmat\u016bras. Tom\u0113r tiek prognoz\u0113ts, ka n\u0101kotn\u0113 m\u0101ksl\u012bgais intelekts p\u0101ries no specializ\u0101cijas uz visp\u0101r\u012bg\u0101ku inteli\u0123enci, kas sp\u0113s veikt pla\u0161\u0101ku uzdevumu kl\u0101stu.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Maksliga_intelekta_tehnologiju_piemeri\"><\/span><strong>M\u0101ksl\u012bg\u0101 intelekta tehnolo\u0123iju piem\u0113ri<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Dabisk\u0101s valodas apstr\u0101de<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ma\u0161\u012bnm\u0101c\u012b\u0161an\u0101s<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Dzi\u013c\u0101 m\u0101c\u012b\u0161an\u0101s<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Datorredzes tehnolo\u0123ija<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Prognoz\u0113\u0161anas anal\u012bze<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0122enerat\u012bvais m\u0101ksl\u012bgais intelekts<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_RPA_vs_maksligais_intelekts_vs_ML\"><\/span><strong>3. RPA vs m\u0101ksl\u012bgais intelekts vs ML<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Starp \u0161\u012bm tehnolo\u0123ij\u0101m past\u0101v iev\u0113rojams neskaidr\u012bbu daudzums, un da\u017ei cilv\u0113ki br\u012bn\u0101s par to, k\u0101da ir saikne starp robotiz\u0113tu procesu automatiz\u0101ciju un ma\u0161\u012bnm\u0101c\u012b\u0161anos.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Skaidr\u012bbas labad j\u0101nor\u0101da, ka ma\u0161\u012bnm\u0101c\u012b\u0161an\u0101s (ML) ir m\u0101ksl\u012bg\u0101 intelekta veids. \u0160\u012b tehnolo\u0123ija izmanto algoritmus un statistikas mode\u013cus, lai atrastu mode\u013cus liel\u0101s datu kop\u0101s. P\u0113c tam t\u0101 var ieg\u016bt v\u0113rt\u012bgas atzi\u0146as vai veikt prognozes. Galven\u0101s at\u0161\u0137ir\u012bbas starp robotiz\u0113to procesu automatiz\u0101ciju un ma\u0161\u012bnm\u0101c\u012b\u0161anos ir t\u0101das, ka RPA tiek skaidri vad\u012bta, bet ML ir br\u012bvi pak\u013cauta, lai atkl\u0101tu savus datu apstr\u0101des veidus.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Robotiz\u0113tu procesu automatiz\u0101cijas ma\u0161\u012bnm\u0101c\u012b\u0161an\u0101s ir iesp\u0113jama, ja RPA r\u012bki tiek papildin\u0101ti ar m\u0101ksl\u012bgo intelektu. T\u0101d\u0113j\u0101di, ja RPA un ma\u0161\u012bnm\u0101c\u012b\u0161an\u0101s tiek izmantotas kop\u0101, t\u0101s ir viens no aizraujo\u0161\u0101kajiem horizontiem automatiz\u0101cijas jom\u0101.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Maksliga_intelekta_un_RPA_lietojumi\"><\/span><strong>M\u0101ksl\u012bg\u0101 intelekta un RPA lietojumi<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"7f736b\" data-has-transparency=\"false\" style=\"--dominant-color: #7f736b;\" decoding=\"async\" class=\"aligncenter wp-image-63862 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-1024x683.webp\" alt=\"rpa izmanto\u0161ana lo\u0123istik\u0101\" width=\"506\" height=\"337\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-1024x683.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-300x200.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-768x512.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-1536x1024.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-1080x720.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-1280x853.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-980x653.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-480x320.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-logistics-jpeg.webp 1920w\" sizes=\"(max-width: 506px) 100vw, 506px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Virspus\u0113ji RPA un m\u0101ksl\u012bgajam intelektam ir daudz kop\u012bgu iez\u012bmju saist\u012bb\u0101 ar to, k\u0101 \u0161\u012bs tehnolo\u0123ijas tiek pielietotas uz\u0146\u0113m\u0113jdarb\u012bbas vid\u0113. Abu r\u012bku m\u0113r\u0137is ir papla\u0161in\u0101t un papildin\u0101t cilv\u0113kresursus un \u013caut uz\u0146\u0113mumiem sasniegt liel\u0101ku produktivit\u0101ti, precizit\u0101ti un efektivit\u0101ti.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Maksliga_intelekta_lietojumi\"><\/span><strong>1. M\u0101ksl\u012bg\u0101 intelekta lietojumi<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">M\u0101ksl\u012bgais intelekts tiek izmantots da\u017e\u0101d\u0101s nozar\u0113s vair\u0101kos iev\u0113rojamos veidos, tostarp:<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Prognoz\u0113\u0161anas anal\u012bze<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Autonomie transportl\u012bdzek\u013ci<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Sejas atpaz\u012b\u0161anas programmat\u016bra<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Kiberdro\u0161\u012bba  <\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Personaliz\u0113\u0161ana<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">M\u0101rketinga automatiz\u0101cija<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Farmaceitisko z\u0101\u013cu dizains<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Kr\u0101p\u0161anas atkl\u0101\u0161ana<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Klientu apkalpo\u0161anas t\u0113rz\u0113\u0161anas roboti<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_RPA_lietojumi\"><\/span><strong>2. RPA lietojumi<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/www.zaptest.com\/lv\/pilniga-rokasgramata-par-robotizetu-procesu-automatizaciju-rpa\"><br \/>\n  <span style=\"font-weight: 400;\">RPA<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\"> ir pla\u0161i izplat\u012bta uz\u0146\u0113m\u0113jdarb\u012bbas vid\u0113, jo t\u0101 var veikt da\u017e\u0101dus uzdevumus, piem\u0113ram,:<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Klientu un darbinieku uz\u0146em\u0161ana darb\u0101<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">P\u0101rskatu \u0123ener\u0113\u0161ana<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Datu ievad\u012b\u0161ana un migr\u0101cija<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Automatiz\u0113ta programmat\u016bras test\u0113\u0161ana<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Nodarbin\u0101t\u012bbas vai kred\u012bta p\u0101rbaudes<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Pretendentu izseko\u0161anas sist\u0113mas<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">KYC automatiz\u0101cija<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u0160ie m\u0101ksl\u012bg\u0101 intelekta un RPA lietojumi ir tikai aisberga virsotne. Abas tehnolo\u0123ijas ir ieviestas uz\u0146\u0113mumos, lai pal\u012bdz\u0113tu automatiz\u0113t bezgal\u012bgi daudzus uzdevumus, t\u0101d\u0113j\u0101di veicinot efektivit\u0101ti un precizit\u0101ti.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Maksligais_intelekts_un_RPA_Atskiribas_un_lidzibas\"><\/span><strong>M\u0101ksl\u012bgais intelekts un RPA: At\u0161\u0137ir\u012bbas un l\u012bdz\u012bbas<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"6b7666\" data-has-transparency=\"false\" style=\"--dominant-color: #6b7666;\" decoding=\"async\" class=\"aligncenter wp-image-63782 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-1024x727.webp\" alt=\"rpa izmanto\u0161ana nekustamaj\u0101 \u012bpa\u0161um\u0101\" width=\"547\" height=\"388\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-1024x727.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-300x213.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-768x546.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-1536x1091.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-400x284.webp 400w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-1080x767.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-1280x909.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-980x696.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-480x341.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-jpeg.webp 1920w\" sizes=\"(max-width: 547px) 100vw, 547px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">RPA un m\u0101ksl\u012bgais intelekts daudz ko savstarp\u0113ji p\u0101rkl\u0101jas, ta\u010du ir da\u017eas b\u016btiskas at\u0161\u0137ir\u012bbas, kas jums j\u0101zina.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Kada_ir_atskiriba_starp_maksligo_intelektu_un_RPA\"><\/span><strong>K\u0101da ir at\u0161\u0137ir\u012bba starp m\u0101ksl\u012bgo intelektu un RPA?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"1_Attistiba\"><\/span><strong>1. Att\u012bst\u012bba<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Viens no lab\u0101kajiem veidiem, k\u0101 apl\u016bkot m\u0101ksl\u012bgo intelektu un RPA, ir at\u0161\u0137ir\u012bgie izstr\u0101des procesi, kas ir katras programmat\u016bras pamat\u0101.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">RPA pamat\u0101 ir process. Izstr\u0101d\u0101t\u0101ji iez\u012bm\u0113 uzdevumus, kurus v\u0113las automatiz\u0113t, un p\u0101rv\u0113r\u0161 \u0161os so\u013cus datorskriptu, kas veic uzdevumus.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">AI pamat\u0101 ir dati. T\u0101 izmanto ma\u0161\u012bnm\u0101c\u012b\u0161anos, lai atrastu mode\u013cus liel\u0101s datu kop\u0101s, kuras tiek apm\u0101c\u012btas, lai ieg\u016btu rezult\u0101tus. Kad \u0161ie algoritmi darbojas labi, tie var pie\u0146emt jaunus ievades datus un apstr\u0101d\u0101t jaunus datus, lai atbild\u0113tu uz jaut\u0101jumiem, veiktu prognozes vai ierosin\u0101tu darb\u012bbas.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"2_Domasana_pret_darisanu\"><\/span><strong>2. Dom\u0101\u0161ana pret dar\u012b\u0161anu<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Viens no veidiem, k\u0101 izteikt at\u0161\u0137ir\u012bbu starp m\u0101ksl\u012bgo intelektu un automatiz\u0101ciju, ir sal\u012bdzin\u0101t dom\u0101\u0161anu un darb\u012bbu.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">RPA veic savus uzdevumus k\u0101 uzticams darba zirgs. Tam nav j\u0101dom\u0101, tam ir tikai j\u0101dara.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Turpret\u012b m\u0101ksl\u012bgais intelekts izmanto cilv\u0113ka dom\u0101\u0161anai l\u012bdz\u012bgus kognit\u012bvos procesus. T\u0101 var las\u012bt e-pasta v\u0113stules un cita veida nestruktur\u0113tus datus, lai ieg\u016btu j\u0113gu vai atrastu datu mode\u013cus, kas \u013cauj ieg\u016bt ieskatu vai pat prognozes. Turkl\u0101t, izmantojot ma\u0161\u012bnm\u0101c\u012b\u0161anos, m\u0101ksl\u012bg\u0101 intelekta r\u012bki var past\u0101v\u012bgi apg\u016bt jaunu inform\u0101ciju, m\u0101c\u012bties no scen\u0101rijiem un laika gait\u0101 pilnveidoties.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"3_Skersli_ieklusanai\"><\/span><strong>3. \u0160\u0137\u0113r\u0161\u013ci iek\u013c\u016b\u0161anai<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">RPA ir pla\u0161i izplat\u012bta, jo t\u0101 ir rentabla, \u0101tri ievie\u0161ama un tai ir neliela m\u0101c\u012bbu l\u012bkne.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Savuk\u0101rt m\u0101ksl\u012bgais intelekts ir \u013coti tehnisks, gr\u016bti apm\u0101c\u0101ms un d\u0101rgs, liel\u0101 m\u0113r\u0101 t\u0101p\u0113c, ka tas ir atkar\u012bgs no milz\u012bg\u0101m datu kop\u0101m.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"4_Piemerosana_darba_vide\"><\/span><strong>4. Piem\u0113ro\u0161ana darba vid\u0113<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">RPA ir vair\u0101ki izmanto\u0161anas gad\u012bjumi, piem\u0113ram, datu ievad\u012b\u0161ana, t\u012bmek\u013ca viet\u0146u izkr\u0101p\u0161ana un r\u0113\u0137inu apstr\u0101de. Tom\u0113r tas ir vislab\u0101k piem\u0113rots paredzamiem uzdevumiem ar \u013coti konkr\u0113tiem so\u013ciem.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">No otras puses, m\u0101ksl\u012bgais intelekts var veikt pla\u0161\u0101ku pien\u0101kumu kl\u0101stu, piem\u0113ram, sare\u017e\u0123\u012btu datu apstr\u0101di, inteli\u0123entu l\u0113mumu pie\u0146em\u0161anu un pat satura veido\u0161anu.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Kadas_ir_maksliga_intelekta_un_RPA_lidzibas\"><\/span><strong>K\u0101das ir m\u0101ksl\u012bg\u0101 intelekta un RPA l\u012bdz\u012bbas?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"1_Automats\"><\/span><strong>1. Autom\u0101ts<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Gan RPA, gan m\u0101ksl\u012bgais intelekts automatiz\u0113 uzdevumus, kurus tradicion\u0101li veica cilv\u0113ki. Lai gan t\u0101s izmanto at\u0161\u0137ir\u012bgas tehnolo\u0123ijas un katrs sav\u0101 veid\u0101 veic savus pien\u0101kumus, t\u0101s abas samazina cilv\u0113ku darba \u0146\u0113m\u0113ju slodzi.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kopum\u0101 abi r\u012bki sp\u0113j gan aizst\u0101t cilv\u0113ku darbu, gan papildin\u0101t cilv\u0113ku darbasp\u0113ku, mehaniz\u0113jot inform\u0101cijas tehnolo\u0123iju uzdevumus.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"2_Integracija\"><\/span><strong>2. Integr\u0101cija<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">RPA un m\u0101ksl\u012bgais intelekts var integr\u0113ties ar eso\u0161aj\u0101m biznesa sist\u0113m\u0101m, lai papla\u0161in\u0101tu to iesp\u0113jas, padar\u012btu uz\u0146\u0113mumus efekt\u012bv\u0101kus un pat pagarin\u0101tu veco sist\u0113mu darb\u012bbas laiku.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"3_Kludu_samazinasana\"><\/span><strong>3. K\u013c\u016bdu samazin\u0101\u0161ana<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Gan m\u0101ksl\u012bgais intelekts, gan RPA ir noz\u012bm\u012bgi sp\u0113l\u0113t\u0101ji c\u012b\u0146\u0101 ar cilv\u0113ku k\u013c\u016bd\u0101m. Mehaniz\u0113jot uz\u0146\u0113m\u0113jdarb\u012bbas procesus, uz\u0146\u0113mumi var samazin\u0101t naudas un reput\u0101cijas izmaksas, ko rada nov\u0113r\u0161amas k\u013c\u016bdas,<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Maksligais_intelekts_un_RPA_Stipras_un_vajas_puses\"><\/span><strong>M\u0101ksl\u012bgais intelekts un RPA: Stipr\u0101s un v\u0101j\u0101s puses<\/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=\"204\" height=\"341\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80.png 479w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80-180x300.png 180w\" sizes=\"(max-width: 204px) 100vw, 204px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Neviens r\u012bks nav perfekts. Ja v\u0113laties izmantot automatiz\u0101cijas priek\u0161roc\u012bbas, jums ir j\u0101izprot RPA un m\u0101ksl\u012bg\u0101 intelekta stipr\u0101s un v\u0101j\u0101s puses.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_AI_stipras_un_vajas_puses\"><\/span><strong>1. AI stipr\u0101s un v\u0101j\u0101s puses<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Apskat\u012bsim da\u017eus m\u0101ksl\u012bg\u0101 intelekta plusus un m\u012bnusus automatiz\u0101cij\u0101.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"AI_stipras_puses\"><\/span><strong>AI stipr\u0101s puses<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Var m\u0101c\u012bties darba viet\u0101<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Pied\u0101v\u0101 liel\u0101ku elast\u012bbu nek\u0101 RPA<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Var apstr\u0101d\u0101t nestruktur\u0113tus datus<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"AI_trukumi\"><\/span><strong>AI tr\u016bkumi<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">D\u0101rgi izstr\u0101d\u0101t<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u012asteno\u0161ana ir \u013coti tehniska<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Nepiecie\u0161amas pla\u0161as datu kopas apm\u0101c\u012bbai<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_RPA_stipras_un_vajas_puses\"><\/span><strong>2. RPA stipr\u0101s un v\u0101j\u0101s puses<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Izp\u0113t\u012bsim da\u017eus RPA automatiz\u0101cijas plusus un m\u012bnusus.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"RPA_stipras_puses\"><\/span><strong>RPA stipr\u0101s puses<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Prec\u012bzi automatiz\u0113 liela apjoma uzdevumus<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Rentabilit\u0101te<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0100tra un vienk\u0101r\u0161a ievie\u0161ana<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"RPA_trukumi\"><\/span><strong>RPA tr\u016bkumi<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">To var b\u016bt gr\u016bti m\u0113rogot<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Nevar apstr\u0101d\u0101t nestruktur\u0113tus datus<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Piem\u0113rots tikai \u0161auriem uzdevumiem<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"RPA_un_maksliga_intelekta_gadijumu_izpete\"><\/span><strong>RPA un m\u0101ksl\u012bg\u0101 intelekta gad\u012bjumu izp\u0113te<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"b6baba\" data-has-transparency=\"false\" style=\"--dominant-color: #b6baba;\" decoding=\"async\" class=\"aligncenter wp-image-65239 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-1024x683.webp\" alt=\"RPA dz\u012bves cikls un process - 10 so\u013ci robotiz\u0113tas procesu automatiz\u0101cijas ievie\u0161anai\" width=\"603\" height=\"402\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-1024x683.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-300x200.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-768x512.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-1536x1024.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-1080x720.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-1280x853.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-980x653.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-480x320.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-jpeg.webp 1920w\" sizes=\"(max-width: 603px) 100vw, 603px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Iesp\u0113jams, visvienk\u0101r\u0161\u0101kais veids, k\u0101 izprast jebkuras tehnolo\u0123ijas ietekmi un iesp\u0113jas, ir gad\u012bjumu izp\u0113te. \u0160eit m\u0113s pied\u0101v\u0101jam gan RPA, gan m\u0101ksl\u012bg\u0101 intelekta gad\u012bjumu izp\u0113ti, lai par\u0101d\u012btu, k\u0101 tie var pal\u012bdz\u0113t j\u016bsu uz\u0146\u0113mumam.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_RPA_gadijumu_izpete\"><\/span><strong>1. RPA gad\u012bjumu izp\u0113te<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Viena no 30 liel\u0101kaj\u0101m ASV bank\u0101m ar akt\u012bviem virs 150 miljardiem ASV dol\u0101ru t\u0113r\u0113ja daudz darba stundu hipotek\u0101ro kred\u012btu procesiem, tostarp datu ievad\u012b\u0161anai, dokumentu apstr\u0101dei, datu p\u0101rbaudei un citiem. Papildus manu\u0101lai darb\u012bbai \u0161\u012bs darba pl\u016bsmas bija pak\u013cautas ar\u012b cilv\u0113cisk\u0101m k\u013c\u016bd\u0101m. Banka sadarboj\u0101s ar Ernst &amp; Young, lai rastu risin\u0101jumu, kas uzlabotu produktivit\u0101ti.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Vi\u0146i izmantoja RPA risin\u0101jumu, ko var\u0113ja bez probl\u0113m\u0101m integr\u0113t eso\u0161aj\u0101 IT infrastrukt\u016br\u0101, lai veiktu ar hipot\u0113k\u0101m saist\u012btus manu\u0101lus uzdevumus. Rezult\u0101ti bija satrieco\u0161i, tostarp 2-3 reizes palielin\u0101ta efektivit\u0101te, ietaup\u012bts 1 miljons ASV dol\u0101ru un piln\u012bb\u0101 nov\u0113rstas k\u013c\u016bdas.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_RPA_maksliga_intelekta_gadijuma_izpete\"><\/span><strong>2. RPA m\u0101ksl\u012bg\u0101 intelekta gad\u012bjuma izp\u0113te<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><b>Expion Health<\/b><span style=\"font-weight: 400;\">  ir Geitersburg\u0101, Merilend\u0101, Merilendas \u0161tat\u0101 b\u0101z\u0113ts vesel\u012bbas apr\u016bpes izmaksu p\u0101rvald\u012bbas risin\u0101jums. Vi\u0146i pal\u012bdz saviem klientiem medic\u012bnisk\u0101s apdro\u0161in\u0101\u0161anas jom\u0101, sniedzot inform\u0101ciju par apdro\u0161in\u0101\u0161anas atl\u012bdz\u012bbu pras\u012bbu p\u0101rvald\u012bbu nozar\u0113, kas ir b\u0113d\u012bgi slavena ar main\u012bg\u0101m cen\u0101m un izspied\u0113j\u012bg\u0101m cen\u0101m. To darba pl\u016bsmas bija manu\u0101las, apdro\u0161in\u0101t\u0101jiem nos\u016btot pras\u012bbas gan elektroniski, gan pap\u012bra form\u0101t\u0101. \u0160\u0101d\u0101 veid\u0101 apstr\u0101d\u0101jot piepras\u012bjumus, vi\u0146u komanda var\u0113ja apstr\u0101d\u0101t tikai aptuveni 75 piepras\u012bjumus dien\u0101.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Jaut\u0101jums bija par viena piepras\u012bjuma iesnieg\u0161anas laika samazin\u0101\u0161anu. Tom\u0113r, t\u0101 k\u0101 dati nebija struktur\u0113ti, tipisks RPA risin\u0101jums nedarboj\u0101s. Vi\u0146iem bija nepiecie\u0161ams risin\u0101jums, kas papildin\u0101ts ar m\u0101ksl\u012bgo intelektu, jo \u012bpa\u0161i ar optisko rakstz\u012bmju atpaz\u012b\u0161anu un dabisk\u0101s valodas apstr\u0101di.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ievie\u0161ot RPA + m\u0101ksl\u012bg\u0101 intelekta programmat\u016bru, vi\u0146i p\u0101rv\u0113rta pap\u012bra pras\u012bbas PDF form\u0101t\u0101, ieg\u016bstot attiec\u012bgos datus, pirms nos\u016bt\u012bja cenu noteik\u0161anas inform\u0101ciju uz savu iek\u0161\u0113jo sist\u0113mu. Risin\u0101jums \u013c\u0101va par 600% palielin\u0101t katru dienu apstr\u0101d\u0101to piepras\u012bjumu skaitu.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Ka_izveleties_starp_RPA_un_maksligo_intelektu\"><\/span><strong>K\u0101 izv\u0113l\u0113ties starp RPA un m\u0101ksl\u012bgo intelektu?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Izv\u0113le starp RPA un m\u0101ksl\u012bgo intelektu ir maz\u0101k saist\u012bta ar c\u012b\u0146u starp abiem tehnolo\u0123iju veidiem, bet vair\u0101k ar to, k\u0101di procesi jums ir j\u0101automatiz\u0113. RPA ir lab\u0101k\u0101 izv\u0113le, ja jums ir standartiz\u0113tas darba pl\u016bsmas, savuk\u0101rt m\u0101ksl\u012bgais intelekts ir piem\u0113rot\u0101ks scen\u0101rijiem, kuros viss ir nedaudz neskaidr\u0101ks.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">T\u0101p\u0113c lab\u0101k b\u016btu uzdot jaut\u0101jumu: &#8220;Kur\u0101s situ\u0101cij\u0101s vislab\u0101k izmantot RPA un kur\u0101s &#8211; m\u0101ksl\u012bgo intelektu?&#8221;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Vislab\u0101k\u0101 pieeja \u0161aj\u0101 gad\u012bjum\u0101 ir dom\u0101t par eso\u0161o darba pl\u016bsmas procesu, kuru v\u0113laties automatiz\u0113t. Vizualiz\u0113jiet to vai iez\u012bm\u0113jiet to kart\u0113, sadalot procesu pa posmiem. Ilustr\u0101cijai izmantosim da\u017eus piem\u0113rus.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_scenarijs\"><\/span><strong>1. scen\u0101rijs<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">J\u016bs esat gr\u0101matvedis aiz\u0146emt\u0101 b\u016bvniec\u012bbas uz\u0146\u0113mum\u0101. Viena no laikietilp\u012bg\u0101kaj\u0101m darba dienas da\u013c\u0101m ir izdevumu re\u0123istr\u0113\u0161ana un nodro\u0161in\u0101\u0161ana, lai darbuz\u0146\u0113m\u0113jiem tiktu atl\u012bdzin\u0101ti izdevumi par darbu veik\u0161anai ieg\u0101d\u0101taj\u0101m prec\u0113m. Darbiniekiem ir j\u0101aug\u0161upiel\u0101d\u0113 savi izdevumi t\u012bmek\u013ca port\u0101l\u0101, kur j\u016bs tos re\u0123istr\u0113jat un atjaunin\u0101t algu sarakstu, lai atspogu\u013cotu \u0161os skait\u013cus.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Izmantojiet_RPA\"><\/span><b>Izmantojiet RPA<\/b><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u0160eit so\u013ci ir paredzami, un dati ir struktur\u0113ti. Darb\u012bbas var\u0113tu izskat\u012bties \u0161\u0101di.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Kad darbuz\u0146\u0113m\u0113ji aug\u0161upiel\u0101d\u0113 izdevumu p\u0101rskatu, tas iedarbina robotu.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Bot atver izdevumu izkl\u0101jlapu un ieg\u016bst datus.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Bot re\u0123istr\u0113 summu un m\u0113r\u0137i un izraksta r\u0113\u0137inu attiec\u012bgaj\u0101 kont\u0101.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Bots ar\u012b atver algu apr\u0113\u0137in\u0101\u0161anas programmat\u016bru un ieskaita summu darbuz\u0146\u0113m\u0113ja kont\u0101.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_scenarijs\"><\/span><strong>2. scen\u0101rijs<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">J\u016bs atkal esat gr\u0101matvedis aiz\u0146emt\u0101 b\u016bvniec\u012bbas uz\u0146\u0113mum\u0101. Jums ir vair\u0101ki konti pie da\u017e\u0101diem celtniec\u012bbas pakalpojumu sniedz\u0113jiem. M\u0113ne\u0161a beig\u0101s vi\u0146i jums pa e-pastu nos\u016bta r\u0113\u0137inus. Tom\u0113r katram uz\u0146\u0113mumam ir savas r\u0113\u0137inu veidnes, kas noz\u012bm\u0113, ka dati nav struktur\u0113ti.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Maksliga_intelekta_izmantosana\"><\/span><b>M\u0101ksl\u012bg\u0101 intelekta izmanto\u0161ana<\/b><span style=\"font-weight: 400;\"> <\/span><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">M\u0101ksl\u012bgais intelekts ir kop\u012bgs termins da\u017e\u0101d\u0101m tehnolo\u0123ij\u0101m, no kur\u0101m divas ir optisk\u0101 rakstz\u012bmju atpaz\u012b\u0161ana un dabisk\u0101s valodas apstr\u0101de. Izmantojot \u0161\u012bs tehnolo\u0123ijas, varat las\u012bt un saprast r\u0113\u0137inus, kas par\u0101d\u0101s j\u016bsu e-past\u0101, un p\u0101rv\u0113rst tos struktur\u0113tos datos. Kad m\u0101ksl\u012bgais intelekts ir apstr\u0101d\u0101jis inform\u0101ciju struktur\u0113t\u0101 izkl\u0101jlap\u0101, j\u016bs varat izmantot RPA, lai izpild\u012btu uzdevumu un re\u0123istr\u0113tu vai pat apstr\u0101d\u0101tu r\u0113\u0137inus.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Kad_izmantot_RPA_un_kad_AI_procesu_automatizacijas_kontrolsaraksts\"><\/span><strong>Kad izmantot RPA un kad AI procesu automatiz\u0101cijas kontrolsaraksts<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u0160eit ir \u012bss kontrolsaraksts, kas pal\u012bdz\u0113s jums saprast, kurus procesus vislab\u0101k izmantot RPA un kurus &#8211; m\u0101ksl\u012bgajam intelektam.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Izmantojiet_RPA-2\"><\/span><strong>Izmantojiet RPA:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ja darba uzdevumi ir liela apjoma, paredzami un balst\u012bti uz noteikumiem.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ja datu ievade ietver struktur\u0113tus datus<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ja procesa rezult\u0101tus var noteikt procesa s\u0101kum\u0101.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Izmantot_maksligo_intelektu\"><\/span><strong>Izmantot m\u0101ksl\u012bgo intelektu:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ja procesi ir \u013coti main\u012bgi un tiem nepiecie\u0161ama zin\u0101ma veida izzi\u0146a, piem\u0113ram, sare\u017e\u0123\u012btu l\u0113mumu pie\u0146em\u0161ana.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ja datu ievade ietver nestruktur\u0113tus datus<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ja procesa s\u0101kum\u0101 nav iesp\u0113jams prognoz\u0113t darbpl\u016bsmas izn\u0101kumu<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Vai_maksligais_intelekts_aizstas_RPA\"><\/span><strong>Vai m\u0101ksl\u012bgais intelekts aizst\u0101s RPA?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-56671\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/03\/person-wondering-about-software-testing-1024x683.jpeg\" alt=\"da\u017eu neskaidr\u012bbu noskaidro\u0161ana programmat\u016bras test\u0113\u0161anas automatiz\u0101cij\u0101\" width=\"419\" height=\"279\"><\/p>\n<p><span style=\"font-weight: 400;\">Pla\u0161sazi\u0146as l\u012bdzek\u013cos un da\u017eos anal\u012bti\u0137os past\u0101v\u012bgi tiek pausts viedoklis, ka m\u0101ksl\u012bgais intelekts ir neapturams sp\u0113ks, kas aizst\u0101s visu, tostarp cilv\u0113kresursus. Ko tas noz\u012bm\u0113 RPA? Vai m\u0101ksl\u012bgais intelekts aizst\u0101s ar\u012b to?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Visas prognozes par to, ka m\u0101ksl\u012bgais intelekts aizst\u0101s RPA, balst\u0101s uz nepareizu izpratni par attiec\u012bgaj\u0101m tehnolo\u0123ij\u0101m. Lai gan ab\u0101m tehnolo\u0123ij\u0101m ir daudz saskarsmes punktu, k\u0101 jau \u0161aj\u0101 rakst\u0101 esam paskaidroju\u0161i, dom\u0101t par t\u0101m k\u0101 par konkur\u0113jo\u0161iem r\u012bkiem ir neprec\u012bzi.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Iesp\u0113jams, zin\u0101mu neskaidr\u012bbu rada tas, ka m\u0101ksl\u012bgais intelekts var papildin\u0101t RPA. Tom\u0113r tas at\u0161\u0137iras no t\u0101 aizst\u0101\u0161anas. L\u012bdz\u012bg\u0101 veid\u0101 RPA procesus var v\u0113l vair\u0101k racionaliz\u0113t ar m\u0101ksl\u012bg\u0101 intelekta pal\u012bdz\u012bbu, ta\u010du apak\u0161strukt\u016bra joproj\u0101m ir RPA.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Lai gan m\u0101ksl\u012bgais intelekts var aizst\u0101t daudzus cilv\u0113ku uzdevumus, tostarp uzdevumus, ko parasti veic RPA roboti, n\u0101kotn\u0113 \u0161\u012bs tehnolo\u0123ijas, visticam\u0101k, sadarbosies, nevis aizst\u0101s viena otru.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">RPA ir pirmais solis ce\u013c\u0101 uz hiperautomatiz\u0101ciju. Lai sasniegtu \u0161o m\u0113r\u0137i, b\u016bs nepiecie\u0161amas m\u0101ksl\u012bg\u0101 intelekta tehnolo\u0123ijas, piem\u0113ram, ma\u0161\u012bnm\u0101c\u012b\u0161an\u0101s un datu anal\u012bze. Lai gan m\u0101ksl\u012bgajam intelektam b\u016bs b\u016btiska noz\u012bme, lai automatiz\u0101cijai nodro\u0161in\u0101tu augst\u0101kas pak\u0101pes dom\u0101\u0161anas priek\u0161roc\u012bbas, pa\u0161us uzdevumus veiks RPA roboti. M\u0101ksl\u012bgais intelekts organiz\u0113s un vad\u012bs RPA, nevis aizst\u0101s to.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">N\u0101kotne nav robotiz\u0113t\u0101 procesu automatiz\u0101cija pret m\u0101ksl\u012bgo intelektu; t\u0101 ir robotiz\u0113t\u0101 procesu automatiz\u0101cija un m\u0101ksl\u012bgais intelekts.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Maksligais_intelekts_un_RPA_saplust\"><\/span><strong>M\u0101ksl\u012bgais intelekts un RPA sapl\u016bst<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-49679\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/01\/manager-industrial-engineer-using-tablet-check-control-automation-robot-arms-machine-980x427-1.jpg\" alt=\"Kas ir robotiz\u0113t\u0101 procesu automatiz\u0101cija (RPA)?\" width=\"475\" height=\"207\"><\/p>\n<p><span style=\"font-weight: 400;\">Ir slavens Alberta Ein\u0161teina cit\u0101ts,<\/span><\/p>\n<p><span style=\"font-weight: 400;\"> <\/span><i><span style=\"font-weight: 400;\">&#8220;Datori ir neticami \u0101tri, prec\u012bzi un stulbi. Cilv\u0113ki ir neticami l\u0113ni, neprec\u012bzi un \u0123eni\u0101li. Kop\u0101 tie ir neiedom\u0101jami sp\u0113c\u012bgi.&#8221;<\/span><\/i><\/p>\n<p><span style=\"font-weight: 400;\">\u0160is cit\u0101ts izsaka to, ar ko datori izce\u013cas, vienlaikus uzsverot to ierobe\u017eojumus. Ja runa ir par augst\u0101kas pak\u0101pes dom\u0101\u0161anu, piem\u0113ram, rado\u0161umu, abstraktu sprie\u0161anu vai sare\u017e\u0123\u012btu l\u0113mumu pie\u0146em\u0161anu &#8211; vai b\u016bt\u012bb\u0101 par jebko, kas nav saist\u012bts ar pak\u0101penisku instrukciju izpildi, &#8211; datori nevar konkur\u0113t ar cilv\u0113ka pr\u0101tu. Daudz\u0113j\u0101d\u0101 zi\u0146\u0101 m\u0101ksl\u012bgais intelekts ir m\u0113\u0123in\u0101jums p\u0101rvar\u0113t plaisu starp cilv\u0113kiem un datoriem un izveidot partner\u012bbu, kas apvieno lab\u0101ko no ab\u0101m pasaul\u0113m.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Neiedom\u0101jamais sp\u0113ks, par kuru run\u0101ja Ein\u0161teins, ir sastopams m\u0101ksl\u012bg\u0101 intelekta un RPA attiec\u012bb\u0101s. M\u0101ksl\u012bg\u0101 intelekta sp\u0113ja simul\u0113t da\u017e\u0101dus cilv\u0113ka izzi\u0146as aspektus apvienojum\u0101 ar RPA \u0101trumu un precizit\u0101ti ir abu r\u012bku konver\u0123ences punkts. K\u0101dreiz robe\u017eas, ko var\u0113ja sasniegt ar RPA, tika novilktas punktos, kuros bija nepiecie\u0161ama cilv\u0113ka l\u0113mumu pie\u0146em\u0161ana. Tom\u0113r, papildinot \u0161\u012bs sist\u0113mas ar m\u0101ksl\u012bgo intelektu, \u0161\u012bs robe\u017eas tiek likvid\u0113tas, \u013caujot uz\u0146\u0113mumiem automatiz\u0113t pla\u0161\u0101ku uzdevumu kl\u0101stu un izmantot vair\u0101k priek\u0161roc\u012bbu.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kad RPA un m\u0101ksl\u012bgais intelekts tiek apvienoti, tie veido tre\u0161o tehnolo\u0123iju kategoriju, ko sauc par inteli\u0123ento automatiz\u0101ciju (IA) vai inteli\u0123ento procesu automatiz\u0101ciju (IPA). \u0160aj\u0101 &#8220;lab\u0101ko no ab\u0101m pasaul\u0113m&#8221; scen\u0101rij\u0101 uz\u0146\u0113mumi var izmantot RPA r\u012bkus, kas var m\u0101c\u012bties no apk\u0101rt\u0113j\u0101s vides, izmantojot ma\u0161\u012bnm\u0101c\u012b\u0161anos (ML).  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Priek\u0161roc\u012bba ir t\u0101, ka j\u016bs varat palielin\u0101t automatiz\u0113jam\u0101 procesa sare\u017e\u0123\u012bt\u012bbu, jo m\u0101ksl\u012bgais intelekts pal\u012bdz nov\u0113rst da\u017eas v\u0101j\u0101s vietas, piem\u0113ram, darbu ar nestruktur\u0113tiem datiem vai l\u0113mumu pie\u0146em\u0161anu.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Viena no aizraujo\u0161\u0101kaj\u0101m m\u0101ksl\u012bg\u0101 intelekta un RPA konver\u0123ences jom\u0101m ir <\/span><a href=\"https:\/\/www.zaptest.com\/lv\/kas-ir-testesanas-automatizacija-vienkarss-celvedis-bez-zargona\"><br \/>\n  <span style=\"font-weight: 400;\">test\u0113\u0161anas automatiz\u0101cija<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">. M\u016bsu arvien vair\u0101k digitaliz\u0113taj\u0101 pasaul\u0113 programmat\u016bra un mobil\u0101s lietojumprogrammas turpin\u0101s uzlabot uz\u0146\u0113m\u0113jdarb\u012bbu. Nav pag\u0101ju\u0161i pat 20 gadi, kop\u0161 viedt\u0101lru\u0146i k\u013cuva pla\u0161i izplat\u012bti. \u0160aj\u0101 laik\u0101 tie ir revolucioniz\u0113ju\u0161i m\u016bsu dz\u012bvi, \u013caujot mums uztur\u0113t saikni un str\u0101d\u0101t jaunos veidos.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0160o sasniegumu atsl\u0113ga ir programmat\u016bras izstr\u0101de. Tom\u0113r tas ir \u013coti laikietilp\u012bgs un d\u0101rgs process. Ar m\u0101ksl\u012bg\u0101 intelekta un RPA balst\u012bti test\u0113\u0161anas automatiz\u0101cijas r\u012bki var pal\u012bdz\u0113t samazin\u0101t laika un naudas izmaksas, kas saist\u012btas ar produktu lai\u0161anu tirg\u016b.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Ka_AI_un_RPA_uzlabo_testesanas_automatizaciju\"><\/span><strong>K\u0101 AI un RPA uzlabo test\u0113\u0161anas automatiz\u0101ciju<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-29164\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2022\/07\/computer-vision-for-software-testing-min-scaled-e1657451144405-981x1024.jpeg\" alt=\"datorredzes izmanto\u0161ana programmat\u016bras test\u0113\u0161an\u0101\" width=\"413\" height=\"431\"><\/p>\n<p><a href=\"https:\/\/www.zaptest.com\/lv\/pilniga-programmaturas-testesanas-automatizacijas-rokasgramata\"><span style=\"font-weight: 400;\">Programmat\u016bras test\u0113\u0161anas automatiz\u0101cija<\/span><\/a><span style=\"font-weight: 400;\">  agr\u0101k bija manu\u0101ls process. Tas bija d\u0101rgi un laikietilp\u012bgi, un galu gal\u0101 pagarin\u0101ja izstr\u0101des ciklu. Tom\u0113r tas ir tik svar\u012bgs posms, ka izdev\u0113jiem un izstr\u0101d\u0101t\u0101jiem nebija citas izv\u0113les, k\u0101 vien ieguld\u012bt resursus \u0161aj\u0101 proces\u0101. Lai gan \u0161\u012bs probl\u0113mas un to simptomi joproj\u0101m past\u0101v, programmat\u016bras test\u0113\u0161anas automatiz\u0101cija ir lielisks risin\u0101jums.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Test\u0113\u0161anas automatiz\u0101cija ietver specializ\u0113tas programmat\u016bras izmanto\u0161anu, lai valid\u0113tu un test\u0113tu datorprogrammas. Taj\u0101 parasti tiek izmantotas grafisk\u0101s lietot\u0101ja saskarnes (GUI) un lietojumprogrammu saskarnes (API), lai veiktu da\u017e\u0101dus testus, s\u0101kot no test\u0113\u0161anas no gala l\u012bdz galam un beidzot ar nep\u0101rtrauktu jaunieviest\u0101 koda valid\u0101ciju.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">M\u0101ksl\u012bg\u0101 intelekta un RPA izmanto\u0161ana programmat\u016bras test\u0113\u0161an\u0101 ir patiesi aizraujo\u0161a. Da\u017ei no ac\u012bmredzamajiem ieguvumiem ir laika un naudas ietaup\u012bjums. Tom\u0113r patiesais potenci\u0101ls sl\u0113pjas sp\u0113j\u0101 autonomi izpild\u012bt kodu, kas pats sevi test\u0113, diagnostic\u0113 un dzied\u0113. Papildinot to ar faktu, ka \u0123enerat\u012bv\u0101 m\u0101ksl\u012bg\u0101 intelekta r\u012bki sp\u0113j rakst\u012bt kodus, var teikt, ka m\u0113s atrodamies uz cilv\u0113ces v\u0113stures priek\u0161punkta \u012bpa\u0161\u0101 laikmeta sliek\u0161\u0146a.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">T\u0101 k\u0101 p\u0113d\u0113jos gados pieauga piepras\u012bjums p\u0113c \u0101tr\u0101ka programmat\u016bras izlai\u0161anas, DevOps un Agile pieejas tika papildin\u0101tas ar CI\/CD. Tagad RPA un AI test\u0113\u0161anas automatiz\u0101cija var rad\u012bt l\u012bdz\u012bgu ietekmi. \u0160\u012b situ\u0101cija ir izrais\u012bjusi test\u0113\u0161anas automatiz\u0101cijas r\u012bku skaita pieaugumu, un da\u017eus no tiem m\u0113s apl\u016bkosim t\u0101l\u0101k.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Labakie_testesanas_automatizacijas_riki_2023_gada\"><\/span><strong>Lab\u0101kie test\u0113\u0161anas automatiz\u0101cijas r\u012bki 2023. gad\u0101<\/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><span style=\"font-weight: 400;\">\u0160eit ir da\u017ei no lab\u0101kajiem tirg\u016b pieejamajiem test\u0113\u0161anas automatiz\u0101cijas r\u012bkiem.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Autify\"><\/span><span style=\"font-weight: 400;\">Autify<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Autify ir ar m\u0101ksl\u012bgo intelektu darbin\u0101ms test\u0113\u0161anas automatiz\u0101cijas r\u012bks. Pateicoties intuit\u012bvai lietot\u0101ja saskarnei un funkcij\u0101m bez kod\u0113\u0161anas, Autify \u013cauj QA komand\u0101m test\u0113t p\u0101rl\u016bkprogramm\u0101. \u0160is r\u012bks sp\u0113j apstr\u0101d\u0101t t\u012bmek\u013ca un mobil\u0101s lietojumprogrammas, un tam ir pa\u0161atjaunojo\u0161s m\u0101ksl\u012bgais intelekts. Autify bez probl\u0113m\u0101m integr\u0113jas ar CI\/CD r\u012bkiem, Jenkins un pat Slack.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"AvoAssure\"><\/span><span style=\"font-weight: 400;\">AvoAssure<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">AvoAssure ir test\u0113\u0161anas r\u012bks bez kod\u0113\u0161anas, kas \u013cauj veikt visaptvero\u0161u test\u0113\u0161anas automatiz\u0101ciju komand\u0101m, kuras nav tehniskas personas. Produkts atvieglo starpplatformu test\u0113\u0161anu t\u012bmekl\u012b, darbvirsm\u0101, mobilaj\u0101s ier\u012bc\u0113s un citur. Visbeidzot, tai ir labas p\u0101rskatu snieg\u0161anas funkcijas un daudz integr\u0101cijas iesp\u0113ju.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Cypress\"><\/span><span style=\"font-weight: 400;\">Cypress<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Cypress ir uz JavaScript balst\u012bta visaptvero\u0161a test\u0113\u0161anas automatiz\u0101cijas sist\u0113ma. T\u0101 tika rad\u012bta, lai atvieglotu t\u012bmek\u013ca lietojumprogrammu test\u0113\u0161anu. Vienk\u0101r\u0161\u012bba ir Cypress atsl\u0113ga, par ko liecina t\u0101 vienk\u0101r\u0161\u0101 izveide un minim\u0101l\u0101s atkar\u012bbas.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"testRigor\"><\/span><span style=\"font-weight: 400;\">testRigor<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">testRigor ir stabils visaptvero\u0161s test\u0113\u0161anas risin\u0101jums. Test\u0113\u0161anas automatiz\u0101cijas r\u012bks ir bez kod\u0113\u0161anas un atbalsta t\u012bmek\u013ca, mobilos un API. Testi parasti ir \u0101tri, stabili un prec\u012bzi, un, pateicoties t\u0101 daudzplatformu un p\u0101rl\u016bkprogrammu funkcionalit\u0101tei, t\u0101 popularit\u0101te pak\u0101peniski pieaug.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Dramaturgs\"><\/span><span style=\"font-weight: 400;\">Dramaturgs<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Playwright ir v\u0113l viens popul\u0101rs test\u0113\u0161anas automatiz\u0101cijas r\u012bks, kas paredz\u0113ts visaptvero\u0161ai t\u012bmek\u013ca lietojumprogrammu test\u0113\u0161anai. T\u0101 ir daudzplatformu un atbalsta liel\u0101ko da\u013cu atveido\u0161anas dzin\u0113ju un vair\u0101kas programm\u0113\u0161anas valodas. Papildus tam pievienojiet Visual Studio Code selektoru un mobil\u0101 emulatora funkciju, un j\u016bs varat saprast, k\u0101p\u0113c daudzi izstr\u0101d\u0101t\u0101ji nepiek\u0101p\u012bgi izturas pret t\u0101s lietot\u0101jdraudz\u012bguma tr\u016bkumu.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Lai gan katram no pieciem iepriek\u0161 min\u0113tajiem r\u012bkiem ir lieliskas funkcijas, tiem tr\u016bkst modernu risin\u0101jumu, kas apvieno gan RPA, gan test\u0113\u0161anas automatiz\u0101ciju.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\"><br \/>\n<\/span><strong><a href=\"https:\/\/www.zaptest.com\/lv\">ZAPTEST<\/a><\/strong><span style=\"font-weight: 400;\">  pied\u0101v\u0101 m\u016bsdien\u012bgus test\u0113\u0161anas automatiz\u0101cijas un RPA r\u012bkus. Abas funkcijas ir pieejamas par fiks\u0113tu maksu ar neierobe\u017eotu licen\u010du skaitu. Virzoties uz hiperautomatiz\u0101ciju un automatiz\u0113tu programmat\u016bras izstr\u0101di, programmat\u016bras izstr\u0101d\u0101t\u0101jiem un uz\u0146\u0113mumiem, kas izstr\u0101d\u0101 piel\u0101gotu programmat\u016bru, iz\u0161\u0137iro\u0161a noz\u012bme b\u016bs darbvirsmas, p\u0101rl\u016bkprogrammu un mobilo lietojumprogrammu r\u012bkiem paredz\u0113tiem test\u0113\u0161anas r\u012bkiem. ZAPTEST var jums pal\u012bdz\u0113t visos so\u013cos.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Maksliga_intelekta_un_RPA_nakotne\"><\/span><strong>M\u0101ksl\u012bg\u0101 intelekta un RPA n\u0101kotne<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-6791\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2022\/03\/What-is-manual-software-testing-1024x684.jpeg\" alt=\"veiktsp\u0113jas test\u0113\u0161anas veidi\" width=\"392\" height=\"261\"><\/p>\n<p><span style=\"font-weight: 400;\">Tagad jau ir skaidrs, ka m\u0101ksl\u012bg\u0101 intelekta un RPA n\u0101kotne ir savstarp\u0113ji saist\u012bta. Abas tehnolo\u0123ijas nodro\u0161ina digit\u0101lo transform\u0101ciju un \u013cauj uz\u0146\u0113mumiem str\u0101d\u0101t intens\u012bv\u0101k, \u0101tr\u0101k un lab\u0101k, vienlaikus atbr\u012bvojot darbiniekus rado\u0161iem, uz v\u0113rt\u012bbu orient\u0113tiem uzdevumiem.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">T\u0101 k\u0101 piln\u012bgas automatiz\u0101cijas trajektorija turpin\u0101s, ir aizraujo\u0161i dom\u0101t par to, kurp \u0161\u012b ra\u0137ete virz\u0101s. \u0160is galam\u0113r\u0137is ir hiperautomatiz\u0101cija.  <\/span><\/p>\n<p><a href=\"https:\/\/www.zaptest.com\/hyperautomation\"><span style=\"font-weight: 400;\">Hiperautomatiz\u0101cija<\/span><\/a><span style=\"font-weight: 400;\">  ir dom\u0101\u0161anas veids. T\u0101 apraksta perspekt\u012bvu, kur\u0101 katrs process, ko iesp\u0113jams automatiz\u0113t, tiek automatiz\u0113ts. Liela \u0161\u012bs n\u0101kotnes da\u013ca b\u016bs RPA ma\u0161\u012bnm\u0101c\u012b\u0161an\u0101s. T\u0101 k\u0101 uz\u0146\u0113m\u0113jdarb\u012bbas pasaule main\u0101s un k\u013c\u016bst arvien neprognoz\u0113jam\u0101ka, organiz\u0101cij\u0101m b\u016bs j\u0101k\u013c\u016bst elast\u012bg\u0101k\u0101m, lai saglab\u0101tu konkur\u0113tsp\u0113ju. Hiperautomatiz\u0101cija \u013caus veikt \u0161os piel\u0101gojumus, vienlaikus palielinot precizit\u0101ti un produktivit\u0101ti, samazinot k\u013c\u016bdu skaitu un nodro\u0161inot vienm\u0113r pieejamu klientu apkalpo\u0161anu un personaliz\u0101ciju.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Maksligais_intelekts_pret_RPA_Nobeiguma_pardomas\"><\/span><strong>M\u0101ksl\u012bgais intelekts pret RPA: Nobeiguma p\u0101rdomas<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-4168\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2022\/03\/close-up-hand-holding-futuristic-screen.jpg\" alt=\"kas ir programmat\u016bras test\u0113\u0161anas automatiz\u0101cija\" width=\"380\" height=\"214\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2022\/03\/close-up-hand-holding-futuristic-screen-980x552.jpg 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2022\/03\/close-up-hand-holding-futuristic-screen-480x270.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, 100vw\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Kad runa ir par kr\u012bzes situ\u0101ciju, at\u0161\u0137ir\u012bbu starp m\u0101ksl\u012bgo intelektu un RPA var \u012bsum\u0101 apkopot. RPA atdarina cilv\u0113ka darb\u012bbas, savuk\u0101rt m\u0101ksl\u012bgais intelekts atdarina cilv\u0113ka dom\u0101\u0161anu. Ne viens, ne otrs r\u012bks nesp\u0113j 1:1 atveidot cilv\u0113ka darb\u012bbas vai domas, ta\u010du tie ir pietiekami laba replik\u0101cija, lai pal\u012bdz\u0113tu uz\u0146\u0113mumiem automatiz\u0113t uzdevumus ar \u0101trumu, precizit\u0101ti vai sp\u0113j\u0101m, kas iev\u0113rojami p\u0101rsniedz tipiskas cilv\u0113ka sp\u0113jas.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Cilv\u0113ku pasaul\u0113 mums ir nepiecie\u0161ama gan dom\u0101\u0161ana, gan r\u012bc\u012bba. Tie\u0161i \u0161o b\u016bt\u012bbas veidu apvienojums ir pal\u012bdz\u0113jis cilv\u0113cei veidot, rad\u012bt un uzplaukt. L\u012bdz\u012bgi var dom\u0101t par RPA un m\u0101ksl\u012bg\u0101 intelekta konver\u0123enci.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u012as\u0101k sakot, m\u0101ksl\u012bgais intelekts \u013cauj mums izmantot un papla\u0161in\u0101t RPA iesp\u0113jas, lai sasniegtu jaunas un aizraujo\u0161as iesp\u0113jas.  <\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>RPA un m\u0101ksl\u012bgais intelekts ir divas aizraujo\u0161as un inovat\u012bvas IT lietojumprogrammas, kas ir digit\u0101l\u0101s transform\u0101cijas revol\u016bcijas priek\u0161pl\u0101n\u0101. Abas tehnolo\u0123ijas maina darba pasauli, papildinot darbiniekus un ievie\u0161ot jaunu produktivit\u0101tes laikmetu. Tom\u0113r, lai gan RPA un m\u0101ksl\u012bgajam intelektam ir daudz l\u012bdz\u012bbu un saskarsmes punktu, tie ir at\u0161\u0137ir\u012bgi r\u012bki ar sav\u0101m stipraj\u0101m un v\u0101jaj\u0101m pus\u0113m. \u0160aj\u0101 rakst\u0101 apl\u016bkosim [&hellip;]<\/p>\n","protected":false},"author":14624,"featured_media":65300,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"none","_seopress_titles_title":"RPA un m\u0101ksl\u012bgais intelekts - at\u0161\u0137ir\u012bbas, kop\u012bg\u0101s iez\u012bmes, r\u012bki un p\u0101rkl\u0101\u0161an\u0101s","_seopress_titles_desc":"Uzziniet visu, kas j\u0101zina par m\u0101ksl\u012bg\u0101 intelekta un m\u0101ksl\u012bg\u0101 intelekta at\u0161\u0137ir\u012bb\u0101m, s\u0101kot no RPA un m\u0101ksl\u012bg\u0101 intelekta defin\u0113\u0161anas l\u012bdz procesiem un tehnolo\u0123ij\u0101m, kur\u0101m tie ir vislab\u0101k piem\u0113roti!","_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":{"0":"post-65374","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ai-lv"},"acf":{"short_name":"RPA pret m\u0101ksl\u012bgo intelektu"},"_links":{"self":[{"href":"https:\/\/www.zaptest.com\/lv\/wp-json\/wp\/v2\/posts\/65374","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=65374"}],"version-history":[{"count":0,"href":"https:\/\/www.zaptest.com\/lv\/wp-json\/wp\/v2\/posts\/65374\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/lv\/wp-json\/wp\/v2\/media\/65300"}],"wp:attachment":[{"href":"https:\/\/www.zaptest.com\/lv\/wp-json\/wp\/v2\/media?parent=65374"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.zaptest.com\/lv\/wp-json\/wp\/v2\/categories?post=65374"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.zaptest.com\/lv\/wp-json\/wp\/v2\/tags?post=65374"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}