{"id":65400,"date":"2023-09-01T19:05:07","date_gmt":"2023-09-01T19:05:07","guid":{"rendered":"https:\/\/www.zaptest.com\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine"},"modified":"2023-09-01T19:05:07","modified_gmt":"2023-09-01T19:05:07","slug":"rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine","status":"publish","type":"post","link":"https:\/\/www.zaptest.com\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine","title":{"rendered":"RPA vs. AI &#8211; erinevused, \u00fchisjooned, t\u00f6\u00f6riistad ja ristumised\/\u00fclesl\u00f5igete kattumine"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">RPA ja AI on kaks p\u00f5nevat ja uuenduslikku IT-rakendust, mis on digitaalse transformatsiooni revolutsiooni esirinnas. M\u00f5lemad tehnoloogiad kujundavad t\u00f6\u00f6maailma \u00fcmber, suurendades t\u00f6\u00f6tajate arvu ja juhatades sisse uue tootlikkuse ajastu. Kuigi RPA-l ja tehisintellektil on palju sarnasusi ja ristumiskohti, on need siiski erinevad vahendid, millel on oma tugevused ja n\u00f5rkused.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Selles artiklis uuritakse automatiseerimise ja tehisintellekti erinevust ning n\u00e4idatakse, kus neid kasutatakse, kuidas nad t\u00f6\u00f6tavad ja kuidas nad koos aitavad kaasaegsetel ettev\u00f5tetel liikuda automatiseeritud tuleviku suunas.<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#RPA_ja_tehisintellekti_moisted\" >RPA ja tehisintellekti m\u00f5isted<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#1_Mis_on_RPA\" >1. Mis on 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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#Naiteid_RPA_tehnoloogia_kohta\" >N\u00e4iteid RPA tehnoloogia kohta<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#2_Mis_on_AI\" >2. Mis on AI?<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.zaptest.com\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#Naiteid_tehisintellekti_tehnoloogia_kohta\" >N\u00e4iteid tehisintellekti tehnoloogia kohta<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#3_RPA_vs_AI_vs_ML\" >3. RPA vs AI vs ML<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.zaptest.com\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#Tehisintellekti_ja_RPA_rakendused\" >Tehisintellekti ja RPA rakendused<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#1_Tehisintellekti_rakendused\" >1. Tehisintellekti rakendused<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#2_RPA_rakendused\" >2. RPA rakendused<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#AI_ja_RPA_Erinevused_ja_sarnasused\" >AI ja RPA: Erinevused ja sarnasused<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#Mis_vahe_on_tehisintellekti_ja_RPA_vahel\" >Mis vahe on tehisintellekti ja RPA vahel?<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#1_Arendus\" >1. Arendus<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#2_Motlemine_vs_tegemine\" >2. M\u00f5tlemine vs. tegemine<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#3_Sissepaasutokkeid\" >3. Sissep\u00e4\u00e4sut\u00f5kkeid<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#4_Kohaldamine_tookeskkonnas\" >4. Kohaldamine t\u00f6\u00f6keskkonnas<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#Millised_on_sarnasused_tehisintellekti_ja_RPA_vahel\" >Millised on sarnasused tehisintellekti ja RPA vahel?<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#1_Automaat\" >1. Automaat<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#2_Integratsioon\" >2. Integratsioon<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#3_Vigade_vahendamine\" >3. Vigade v\u00e4hendamine<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#AI_ja_RPA_Tugevused_ja_norkused\" >AI ja RPA: Tugevused ja n\u00f5rkused<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#1_AI_tugevused_ja_norkused\" >1. AI tugevused ja n\u00f5rkused<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#AI_tugevused\" >AI tugevused<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#AI_norkused\" >AI n\u00f5rkused<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#2_RPA_tugevused_ja_norkused\" >2. RPA tugevused ja n\u00f5rkused<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#RPA_tugevused\" >RPA tugevused<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#RPA_norkused\" >RPA n\u00f5rkused<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#RPA_ja_tehisintellekti_juhtumiuuringud\" >RPA ja tehisintellekti juhtumiuuringud<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#1_RPA_juhtumiuuring\" >1. RPA juhtumiuuring<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#2_RPA_tehisintellekti_juhtumiuuring\" >2. RPA tehisintellekti juhtumiuuring<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#Kuidas_valida_RPA_ja_tehisintellekti_vahel\" >Kuidas valida RPA ja tehisintellekti vahel?<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#Stsenaarium_1\" >Stsenaarium 1<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/www.zaptest.com\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#Kasutage_RPA-d\" >Kasutage RPA-d<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#Stsenaarium_2\" >Stsenaarium 2<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"https:\/\/www.zaptest.com\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#Kasutage_tehisintellekti\" >Kasutage tehisintellekti<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#Millal_kasutada_RPA-d_ja_millal_kasutada_AI-d_protsesside_automatiseerimise_kontrollnimekirja\" >Millal kasutada RPA-d ja millal kasutada AI-d protsesside automatiseerimise kontrollnimekirja<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#Kasutage_RPA-d-2\" >Kasutage RPA-d:<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#Kasutage_AI-d\" >Kasutage AI-d:<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#Kas_AI_asendab_RPA-d\" >Kas AI asendab RPA-d?<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#Kui_AI_ja_RPA_lahenevad_teineteisele\" >Kui AI ja RPA l\u00e4henevad teineteisele<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#Kuidas_tehisintellekti_ja_RPA_abil_testide_automatiseerimine_paraneb\" >Kuidas tehisintellekti ja RPA abil testide automatiseerimine paraneb<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#Parimad_testide_automatiseerimise_tooriistad_aastal_2023\" >Parimad testide automatiseerimise t\u00f6\u00f6riistad aastal 2023<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-42\" href=\"https:\/\/www.zaptest.com\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#Dramaturg\" >Dramaturg<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-47\" href=\"https:\/\/www.zaptest.com\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#Tehisintellekti_ja_RPA_tulevik\" >Tehisintellekti ja RPA tulevik<\/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\/et\/rpa-vs-ai-erinevused-uhisjooned-tooriistad-ja-ristumised-ulesloigete-kattumine\/#AI_vs_RPA_Viimased_motted\" >AI vs. RPA: Viimased m\u00f5tted<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"RPA_ja_tehisintellekti_moisted\"><\/span><strong>RPA ja tehisintellekti m\u00f5isted<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Enne kui me k\u00e4sitleme vastavaid rakendusi ja kasutusjuhtumeid, mis on seotud <\/span><a href=\"https:\/\/www.zaptest.com\/rpa\"><br \/>\n  <span style=\"font-weight: 400;\">Robootiliste protsesside automatiseerimine (RPA)<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\"> ja tehisintellekti (AI), tasub m\u00f5lema m\u00f5iste m\u00e4\u00e4ratlustest l\u00e4htuda. <\/span> <\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"1_Mis_on_RPA\"><\/span><strong>1. Mis on 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 protsessi, rakendust ja toimingut, mida RPA (robotiseeritud protsesside automatiseerimine) suudab hallata ja automatiseerida!\" 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;\">Robootiliste protsesside automatiseerimine (RPA) on tehnoloogiate kogum, mis aitab automatiseerida prognoositavaid, reeglip\u00f5hiseid \u00e4riprotsesse.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ettev\u00f5tte t\u00f6\u00f6vood koosnevad paljudest \u00fclesannetest. M\u00f5ned neist \u00fclesannetest eeldavad inimese otsustus- ja otsustusv\u00f5imet. Paljud neist on siiski korratavad ja prognoositavad. RPA-d kasutatakse just selle teise kategooria automatiseerimiseks.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Suur osa tarkvarast, mida me t\u00e4nap\u00e4eval armastame ja kasutame, on reeglip\u00f5hine. Arvutid on suurep\u00e4rased h\u00e4sti m\u00e4\u00e4ratletud korralduste kiire ja t\u00e4pne t\u00e4itmine. Niikaua kui me anname neile \u00f5iged juhised, suudavad nad v\u00e4simatult t\u00f6\u00f6delda teavet ja t\u00e4ita \u00fclesandeid.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">RPA on sama. Kuid see, kus see on hea ja aitab ettev\u00f5tteid, on nende samade funktsioonide laiendamine erinevatele rakendustele, s\u00fcsteemidele ja andmebaasidele. L\u00fchidalt \u00f6eldes suhtleb RPA erinevate rakendustega samamoodi nagu inimene. See suudab j\u00e4ljendada inimese ja arvuti vahelise suhtluse k\u00e4igus toimuvaid kl\u00f5psamisi, klahvivajutusi ja hiireliigutusi ning salvestada need toimingud sammude seeriatena, mis k\u00e4ivitatakse, kui on t\u00e4idetud teatud tingimus.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Naiteid_RPA_tehnoloogia_kohta\"><\/span><strong>N\u00e4iteid RPA tehnoloogia kohta<\/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 integratsioon<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Platvormide\u00fclene skriptimine<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Rakendustevaheline skriptimine<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Digitaalsed robotid v\u00f5i &#8220;robotid&#8221;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">GUI salvestusvahendid<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Koodita liidesed<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"2_Mis_on_AI\"><\/span><strong>2. Mis on AI?  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><img data-dominant-color=\"6e5b4c\" data-has-transparency=\"false\" style=\"--dominant-color: #6e5b4c;\" decoding=\"async\" class=\"aligncenter wp-image-62581 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-1024x683.webp\" alt=\"RPA (Robootiliste protsesside automatiseerimine) - m\u00e4\u00e4ratlus, t\u00e4hendus, mis on iot ja muud andmed\" 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;\">Tehisintellekt (AI) on hulk tehnoloogiaid, mis j\u00e4ljendavad inimese tunnetust. M\u00f5ned neist vaimsetest \u00fclesannetest h\u00f5lmavad \u00f5ppimist, arutlust, enesekontrolli, objektide \u00e4ratundmist, otsuste tegemist ja ennustamist. Kuigi see arvutiteaduse haru on eksisteerinud juba 1950. aastatest alates, on see viimasel k\u00fcmnel-viieteistk\u00fcmnel aastal teinud t\u00f5siseid edusamme.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tehisintellekti kasutatakse k\u00f5ikjal. Kuigi genereeriv tehisintellekt, juhita autod ja virtuaalsed assistendid nagu Siri ja Alexa haaravad pealkirju, on see v\u00f5imendiks ka proosalisematele, kuid praktilisematele rakendustele, nagu ennustav tekst, k\u00fcberturvalisus, pettusekaitse, otsingumootorid, personaliseeritud turundus ja soovitused ning andmeanal\u00fc\u00fcs.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Meie praegust tehisintellekti nimetatakse tavaliselt kitsaks tehisintellektiks. L\u00fchidalt \u00f6eldes j\u00e4ljendab see inimese intelligentsust kitsastes valdkondades &#8211; n\u00e4iteks Deepmindi AlphaGo v\u00f5i mitmesugused k\u00f5netuvastustarkvarad. Tulevikus prognoositakse aga, et tehisintellekt liigub spetsialiseerumisest \u00fcldisema intelligentsuse suunas, mis suudab lahendada laiemat hulka \u00fclesandeid.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Naiteid_tehisintellekti_tehnoloogia_kohta\"><\/span><strong>N\u00e4iteid tehisintellekti tehnoloogia kohta<\/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;\">Loomuliku keele t\u00f6\u00f6tlemine<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Masin\u00f5pe<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">S\u00fcgav \u00f5ppimine<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Arvutin\u00e4gemise tehnoloogia<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ennustav anal\u00fc\u00fcs<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Generatiivne tehisintellektuaalomandmet\u00f6\u00f6tlus<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_RPA_vs_AI_vs_ML\"><\/span><strong>3. RPA vs AI vs ML<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Nende tehnoloogiate vahel valitseb m\u00e4rkimisv\u00e4\u00e4rne segadus, m\u00f5ned inimesed imestavad robotiseeritud protsesside automatiseerimise ja masin\u00f5ppe vahelise seose \u00fcle.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Selguse huvides on masin\u00f5pe (ML) \u00fcks tehisintellekti liike. See tehnoloogia kasutab suurtest andmekogumitest mustrite leidmiseks algoritme ja statistilisi mudeleid. Sealt edasi saab see anda v\u00e4\u00e4rtuslikke teadmisi v\u00f5i teha prognoose. Peamised erinevused robotiseeritud protsesside automatiseerimise ja masin\u00f5ppe vahel seisnevad selles, et RPA-d juhitakse selges\u00f5naliselt, samal ajal kui ML on vabastatud avastama omaenda viise andmete t\u00f6\u00f6tlemiseks.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Robootiliste protsesside automatiseerimise masin\u00f5pe on v\u00f5imalik, kui RPA vahendeid t\u00e4iendatakse tehisintellekti abil. Selle tulemusel on RPA ja masin\u00f5pe koos kasutatuna \u00fcks p\u00f5nevamaid horisonte automatiseerimise valdkonnas.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Tehisintellekti_ja_RPA_rakendused\"><\/span><strong>Tehisintellekti ja RPA rakendused<\/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 kasutamine logistikas\" 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;\">Pealiskaudselt on RPA ja tehisintellekti puhul palju sarnast selles, kuidas neid tehnoloogiaid \u00e4rikeskkondades rakendatakse. M\u00f5lemad vahendid on seotud inimt\u00f6\u00f6tajate laiendamise ja t\u00e4iendamisega ning v\u00f5imaldavad ettev\u00f5tetel saavutada suuremat tootlikkust, t\u00e4psust ja t\u00f5husust.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Tehisintellekti_rakendused\"><\/span><strong>1. Tehisintellekti rakendused<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Tehisintellekti kasutatakse paljudes erinevates t\u00f6\u00f6stusharudes mitmel m\u00e4rkimisv\u00e4\u00e4rsel viisil, sealhulgas:<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ennustav anal\u00fc\u00fcs<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Autonoomsed s\u00f5idukid<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">N\u00e4otuvastustarkvara<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">K\u00fcberturvalisus  <\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Isikup\u00e4rastamine<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Turunduse automatiseerimine<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Farmaatsiatoodete disain<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Pettuste avastamine<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Klienditeeninduse vestlusrobotid<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_RPA_rakendused\"><\/span><strong>2. RPA rakendused<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/www.zaptest.com\/a-complete-guide-to-robotic-process-automation-rpa\"><br \/>\n  <span style=\"font-weight: 400;\">RPA<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\"> on saanud \u00e4riringkondades laialdase heakskiidu, sest see suudab t\u00e4ita mitmesuguseid \u00fclesandeid, nagu n\u00e4iteks:<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Klientide ja t\u00f6\u00f6tajate sisseelamine<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Aruande koostamine<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Andmete sisestamine ja migratsioon<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Automatiseeritud tarkvara testimine<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">T\u00f6\u00f6h\u00f5ive- v\u00f5i krediidikontroll<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Taotleja j\u00e4lgimiss\u00fcsteemid<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">KYC automatiseerimine<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Need tehisintellekti ja RPA rakendused on vaid j\u00e4\u00e4m\u00e4e tipp. M\u00f5lemad tehnoloogiad on v\u00f5etud kasutusele paljudes ettev\u00f5tetes, et aidata automatiseerida l\u00f5putuid \u00fclesandeid, et suurendada t\u00f5husust ja t\u00e4psust.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"AI_ja_RPA_Erinevused_ja_sarnasused\"><\/span><strong>AI ja RPA: Erinevused ja sarnasused<\/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 kasutamine kinnisvara valdkonnas\" 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 ja tehisintellekti vahel on palju ristumisi, kuid on m\u00f5ned olulised erinevused, mida peate teadma.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Mis_vahe_on_tehisintellekti_ja_RPA_vahel\"><\/span><strong>Mis vahe on tehisintellekti ja RPA vahel?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"1_Arendus\"><\/span><strong>1. Arendus<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u00dcks parimaid viise, kuidas AI ja RPAd kaaluda, on iga tarkvara taga olevad erinevad arendusprotsessid.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">RPA on protsessip\u00f5hine. Arendajad kavandavad \u00fclesanded, mida nad soovivad automatiseerida, ja muudavad need sammud arvutiskriptiks, mis t\u00e4idab \u00fclesanded.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tehisintellekt on andmep\u00f5hine. See kasutab masin\u00f5pet, et leida mustreid suurtest andmekogumitest, mis on koolitatud v\u00e4ljundite saamiseks. Kui need algoritmid toimivad h\u00e4sti, v\u00f5ivad nad v\u00f5tta vastu uusi sisendeid ja t\u00f6\u00f6delda uusi andmeid, et vastata k\u00fcsimustele, teha prognoose v\u00f5i k\u00e4ivitada tegevusi.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"2_Motlemine_vs_tegemine\"><\/span><strong>2. M\u00f5tlemine vs. tegemine<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u00dcks v\u00f5imalus v\u00e4ljendada tehisintellekti ja automatiseerimise erinevust on v\u00f5rrelda m\u00f5tlemist ja tegutsemist.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">RPA t\u00e4idab oma \u00fclesandeid nagu lojaalne t\u00f6\u00f6loom. See ei pea m\u00f5tlema; see peab lihtsalt tegema.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Seevastu tehisintellekt kasutab inimese m\u00f5tlemisega sarnaseid kognitiivseid protsesse. See v\u00f5ib lugeda e-kirju ja muid struktureerimata andmeid, et leida t\u00e4hendust v\u00f5i mustreid andmetest, et teha j\u00e4reldusi v\u00f5i isegi prognoose. Veelgi enam, t\u00e4nu masin\u00f5ppe kasutamisele suudavad tehisintellekti t\u00f6\u00f6riistad pidevalt uut teavet omandada, stsenaariumidest \u00f5ppida ja aja jooksul t\u00e4iustuda.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"3_Sissepaasutokkeid\"><\/span><strong>3. Sissep\u00e4\u00e4sut\u00f5kkeid<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">RPA on saavutanud laialdase leviku, sest see on kulut\u00f5hus, kiiresti rakendatav ja selle \u00f5ppimisk\u00f5ver on madal.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Seevastu tehisintellekt on v\u00e4ga tehniline, raskesti treenitav ja kallis, suuresti t\u00e4nu sellele, et ta s\u00f5ltub tohututest andmekogumitest.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"4_Kohaldamine_tookeskkonnas\"><\/span><strong>4. Kohaldamine t\u00f6\u00f6keskkonnas<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">RPA-l on mitmeid kasutusviise, n\u00e4iteks andmete sisestamine, veebisaidi kraapimine ja arvete t\u00f6\u00f6tlemine. Siiski sobib see k\u00f5ige paremini ettearvatavate ja v\u00e4ga kindlate sammudega \u00fclesannete lahendamiseks.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Teisest k\u00fcljest v\u00f5ib tehisintellektuaal t\u00e4ita laiemat hulka \u00fclesandeid, n\u00e4iteks keerulist andmet\u00f6\u00f6tlust, arukat otsustamist ja isegi sisu loomist.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Millised_on_sarnasused_tehisintellekti_ja_RPA_vahel\"><\/span><strong>Millised on sarnasused tehisintellekti ja RPA vahel?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"1_Automaat\"><\/span><strong>1. Automaat<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Nii RPA kui ka tehisintellekt automatiseerivad \u00fclesandeid, mida tavap\u00e4raselt on t\u00e4itnud inimt\u00f6\u00f6tajad. Kuigi nad kasutavad erinevaid tehnoloogiaid ja t\u00e4idavad oma \u00fclesandeid omal viisil, v\u00e4hendavad nad m\u00f5lemad inimt\u00f6\u00f6tajate koormust.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kokkuv\u00f5ttes on m\u00f5lemad vahendid v\u00f5imelised nii asendama inimt\u00f6\u00f6j\u00f5udu kui ka t\u00e4iendama inimt\u00f6\u00f6j\u00f5udu, mehhaniseerides infotehnoloogilisi \u00fclesandeid.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"2_Integratsioon\"><\/span><strong>2. Integratsioon<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">RPA ja tehisintellekti saab integreerida olemasolevate \u00e4ris\u00fcsteemidega, et laiendada nende v\u00f5imalusi, muuta ettev\u00f5tteid t\u00f5husamaks ja isegi pikendada vanade s\u00fcsteemide eluiga.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"3_Vigade_vahendamine\"><\/span><strong>3. Vigade v\u00e4hendamine<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Nii AI kui ka RPA on olulised tegijad inimlike vigade vastu v\u00f5itlemisel. \u00c4riprotsesside mehhaniseerimisega saavad ettev\u00f5tted v\u00e4hendada rahalisi ja mainekulusid, mis tulenevad ennetatavatest vigadest,<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"AI_ja_RPA_Tugevused_ja_norkused\"><\/span><strong>AI ja RPA: Tugevused ja n\u00f5rkused<\/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-testimine vs. beetatestimine\" 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;\">\u00dckski t\u00f6\u00f6riist ei ole t\u00e4iuslik. Kui soovite automatiseerimise eeliseid \u00e4ra kasutada, peate m\u00f5istma RPA ja tehisintellekti tugevaid ja n\u00f5rku k\u00fclgi.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_AI_tugevused_ja_norkused\"><\/span><strong>1. AI tugevused ja n\u00f5rkused<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Uurime m\u00f5ningaid tehisintellekti plussid ja miinused automatiseerimise jaoks.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"AI_tugevused\"><\/span><strong>AI tugevused<\/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;\">Saab \u00f5ppida t\u00f6\u00f6 k\u00e4igus<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Pakub suuremat paindlikkust kui RPA<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Saab t\u00f6\u00f6delda struktureerimata andmeid<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"AI_norkused\"><\/span><strong>AI n\u00f5rkused<\/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;\">Kallis arendada<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Rakendamine on v\u00e4ga tehniline<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">N\u00f5uab tohutuid andmekogumeid treenimiseks<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_RPA_tugevused_ja_norkused\"><\/span><strong>2. RPA tugevused ja n\u00f5rkused<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Uurime m\u00f5ningaid RPA poolt- ja vastuargumente automatiseerimise jaoks.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"RPA_tugevused\"><\/span><strong>RPA tugevused<\/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;\">Automatiseerib t\u00e4pselt suure mahuga \u00fclesandeid<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Kulut\u00f5husus<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Kiire ja lihtne rakendada<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"RPA_norkused\"><\/span><strong>RPA n\u00f5rkused<\/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;\">Seda v\u00f5ib olla raske skaleerida<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ei saa t\u00f6\u00f6delda struktureerimata andmeid<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Sobib ainult kitsaste \u00fclesannete t\u00e4itmiseks<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"RPA_ja_tehisintellekti_juhtumiuuringud\"><\/span><strong>RPA ja tehisintellekti juhtumiuuringud<\/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 eluts\u00fckkel ja protsess - 10 sammu robotiseeritud protsesside automatiseerimise rakendamiseks\" 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;\">V\u00f5ib-olla on k\u00f5ige lihtsam viis m\u00f5ista mis tahes tehnoloogia m\u00f5ju ja v\u00f5imalusi juhtumiuuringute kaudu. Siinkohal tutvustame nii RPA kui ka tehisintellekti juhtumiuuringuid, et n\u00e4idata, kuidas need v\u00f5ivad teie ettev\u00f5tet aidata.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_RPA_juhtumiuuring\"><\/span><strong>1. RPA juhtumiuuring<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">USA 30 suurima pangakompanii, mille varade v\u00e4\u00e4rtus on 150 miljardit dollarit, kulutas palju t\u00f6\u00f6tunde h\u00fcpoteekide menetlemisele, sealhulgas andmete sisestamisele, dokumentide t\u00f6\u00f6tlemisele, andmete kontrollimisele ja muule. Lisaks k\u00e4sitsi tehtavale t\u00f6\u00f6j\u00f5ule olid need t\u00f6\u00f6protsessid ka inimlike vigade objektiks. Pank t\u00f6\u00f6tas koos Ernst &amp; Youngiga, et leida tootlikkust parandav lahendus.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nad kasutasid RPA-lahendust, mis saaks sujuvalt integreeruda nende olemasolevasse IT-infrastruktuuri, et tegeleda h\u00fcpoteegiga seotud manuaalsete \u00fclesannetega. Tulemused olid h\u00e4mmastavad, sealhulgas 2-3-kordne t\u00f5hususe kasv, 1 miljoni dollari suurune kokkuhoid ja vigade t\u00e4ielik k\u00f5rvaldamine.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_RPA_tehisintellekti_juhtumiuuring\"><\/span><strong>2. RPA tehisintellekti juhtumiuuring<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><b>Expion Health<\/b><span style=\"font-weight: 400;\">  on Gaithersburgis, Marylandis asuv tervishoiukulude haldamise lahendus. Nad aitavad oma ravikindlustuse kliente n\u00f5uete haldamise teabega valdkonnas, mis on kurikuulus muutliku hinnakujunduse ja v\u00e4ljapressiva hinnakujunduse poolest. Nende t\u00f6\u00f6protsessid olid manuaalsed, kusjuures kindlustusandjad saatsid n\u00f5uded nii elektrooniliselt kui ka paberkandjal. N\u00f5uete t\u00f6\u00f6tlemine sel viisil piiras nende meeskonna t\u00f6\u00f6d umbes 75 n\u00f5udega p\u00e4evas.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00dche n\u00f5ude kohta kuluva aja l\u00fchendamine oli probleemiks. Kuna andmed olid aga struktureerimata, ei toimiks t\u00fc\u00fcpiline RPA lahendus. Nad vajasid lahendust, mida oleks t\u00e4iendatud tehisintellekti, eelk\u00f5ige optilise t\u00e4hem\u00e4rgituvastuse ja loomuliku keele t\u00f6\u00f6tlemise abil.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Rakendades RPA + AI tarkvara, muutsid nad paberil esitatud n\u00f5uded PDF-dokumentideks, ekstraheerides asjakohased andmed enne hinnakujundusteabe saatmist oma sises\u00fcsteemi. Lahenduse tulemusel suurenes nende poolt iga p\u00e4ev t\u00f6\u00f6deldavate n\u00f5uete arv 600%.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Kuidas_valida_RPA_ja_tehisintellekti_vahel\"><\/span><strong>Kuidas valida RPA ja tehisintellekti vahel?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">RPA ja tehisintellekti vahel valimine ei ole niiv\u00f5rd lahing nende kahe tehnoloogia vahel, kuiv\u00f5rd see, milliseid protsesse on vaja automatiseerida. RPA on parim valik, kui teil on standardiseeritud t\u00f6\u00f6vood, samas kui tehisintellekt on parem stsenaariumide jaoks, kus asjad on veidi ebaselgemad.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Seega on parem k\u00fcsida: &#8220;Millised olukorrad on parimad RPA jaoks ja millised AI jaoks?&#8221;.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Parim l\u00e4henemisviis on siinkohal m\u00f5elda olemasolevale t\u00f6\u00f6protsessile, mida soovite automatiseerida. Visualiseerige seda v\u00f5i kaardistage see, jagades protsessi etappideks. Kasutagem m\u00f5ned n\u00e4ited, et illustreerida seda punkti.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Stsenaarium_1\"><\/span><strong>Stsenaarium 1<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Olete h\u00f5ivatud ehitusfirma raamatupidaja. \u00dcks k\u00f5ige aegan\u00f5udvamaid osi teie p\u00e4evast on kulude registreerimine ja t\u00f6\u00f6v\u00f5tjate kulude h\u00fcvitamine t\u00f6\u00f6de t\u00e4itmiseks ostetud esemete eest. T\u00f6\u00f6tajad peavad oma kulud \u00fcles laadima veebilehe portaali, kus te need registreerite ja ajakohastate palgaarvestust, et need arvud kajastuksid.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Kasutage_RPA-d\"><\/span><b>Kasutage RPA-d<\/b><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Sammud on siin ettearvatavad ja andmed on struktureeritud. Sammud v\u00f5iksid v\u00e4lja n\u00e4ha umbes nii.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Kui t\u00f6\u00f6v\u00f5tjad laadivad \u00fcles kuluaruande, k\u00e4ivitab see bot&#8217;i.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Bott avab kulude tabeli ja k\u00fcsib andmed v\u00e4lja<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Robot registreerib summa ja eesm\u00e4rgi ning esitab arveid asjaomasele kontole.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Samuti avab robot palgafondi ja kannab summa t\u00f6\u00f6v\u00f5tja kontole.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Stsenaarium_2\"><\/span><strong>Stsenaarium 2<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">J\u00e4llegi, te olete h\u00f5ivatud ehitusfirma raamatupidaja. Teil on mitu kontot erinevate ehitustarnijate juures. Kuu l\u00f5pus saadavad nad teile arved e-posti teel. Igal ettev\u00f5ttel on siiski oma arvete mallid, mis t\u00e4hendab, et andmed on struktureerimata.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Kasutage_tehisintellekti\"><\/span><b>Kasutage tehisintellekti<\/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;\">Tehisintellekt on koondnimetus erinevate tehnoloogiate jaoks, millest kaks on optiline m\u00e4rgituvastus ja loomulik keelet\u00f6\u00f6tlus. Nende tehnoloogiate vahel saate lugeda ja m\u00f5ista oma e-kirjades ilmuvaid arveid ning muuta need struktureeritud andmeteks. Kui teie tehisintellekt on teabe struktureeritud tabelisse anal\u00fc\u00fcsinud, saate kasutada RPA-d \u00fclesande t\u00e4itmiseks ja arvete registreerimiseks v\u00f5i isegi t\u00f6\u00f6tlemiseks.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Millal_kasutada_RPA-d_ja_millal_kasutada_AI-d_protsesside_automatiseerimise_kontrollnimekirja\"><\/span><strong>Millal kasutada RPA-d ja millal kasutada AI-d protsesside automatiseerimise kontrollnimekirja<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Siin on l\u00fchike kontrollnimekiri, mis aitab teil m\u00f5ista, millised protsessid sobivad k\u00f5ige paremini RPA ja millised AI jaoks.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Kasutage_RPA-d-2\"><\/span><strong>Kasutage RPA-d:<\/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;\">Kui t\u00f6\u00f6\u00fclesanded on suure mahuga, prognoositavad ja reeglip\u00f5hised<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Kui andmete sisestamine h\u00f5lmab struktureeritud andmeid<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Kui protsessi tulemused on v\u00f5imalik kindlaks m\u00e4\u00e4rata protsessi alguses<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Kasutage_AI-d\"><\/span><strong>Kasutage AI-d:<\/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;\">Kui protsessid on v\u00e4ga varieeruvad ja n\u00f5uavad mingit liiki tunnetust, nagu n\u00e4iteks keerulised otsustusprotsessid.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Kui andmesisestus h\u00f5lmab struktureerimata andmeid<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Kui t\u00f6\u00f6voo v\u00e4ljundit on protsessi alguses v\u00f5imatu prognoosida<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Kas_AI_asendab_RPA-d\"><\/span><strong>Kas AI asendab RPA-d?<\/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=\"tarkvara testimise automatiseerimise segaduse selgitamine\" width=\"419\" height=\"279\"><\/p>\n<p><span style=\"font-weight: 400;\">Meedia ja m\u00f5ned anal\u00fc\u00fctikud r\u00e4\u00e4givad pidevalt, et tehisintellekt on peatamatu j\u00f5ud, mis hakkab k\u00f5ike, sealhulgas inimt\u00f6\u00f6tajaid, asendama. Mida see t\u00e4hendab RPA jaoks? Kas tehisintellektuaalteenused asendavad ka seda?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">K\u00f5ik ennustused, et tehisintellektuaalkasutus asendab RPA-d, p\u00f5hinevad vastavate tehnoloogiate v\u00e4\u00e4ritim\u00f5istmisel. Nagu me k\u00e4esolevas artiklis selgitasime, on m\u00f5lemal tehnoloogial palju ristumiskohti, kuid neid konkureerivateks vahenditeks pidamine on ebat\u00e4pne.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">V\u00f5ib-olla tuleneb osa segadusest sellest, et tehisintellekt v\u00f5ib t\u00e4iendada RPA-d. See on aga midagi muud kui selle asendamine. Samamoodi saab RPA protsesse tehisintellekti abil veelgi t\u00e4iustada, kuid alajaotus on ikkagi RPA.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Seega, kuigi tehisintellekt v\u00f5ib asendada paljusid inim\u00fclesandeid, sealhulgas \u00fclesandeid, mida tavaliselt t\u00e4idavad RPA robotid, t\u00f6\u00f6tavad need tehnoloogiad tulevikus t\u00f5en\u00e4oliselt pigem koos, mitte ei asenda \u00fcksteist.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">RPA on esimene samm teel h\u00fcperautomaatika suunas. Selleks on vaja tehisintellekti tehnoloogiaid, n\u00e4iteks masin\u00f5pet ja andmeanal\u00fc\u00fcsi. Kuigi tehisintellekt on abiks k\u00f5rgema taseme m\u00f5tlemise eeliste pakkumisel automatiseerimisele, t\u00e4idavad \u00fclesandeid ise RPA robotid. Tehisintellekt hakkab RPAd korraldama ja suunama, mitte asendama.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tulevik ei ole robotiseeritud protsesside automatiseerimine vs. tehisintellekt; see on robotiseeritud protsesside automatiseerimine ja tehisintellekt.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Kui_AI_ja_RPA_lahenevad_teineteisele\"><\/span><strong>Kui AI ja RPA l\u00e4henevad teineteisele<\/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=\"Mis on robotprotsesside automatiseerimine (RPA)?\" width=\"475\" height=\"207\"><\/p>\n<p><span style=\"font-weight: 400;\">Albert Einsteinilt on kuulus tsitaat, mis k\u00f5lab j\u00e4rgmiselt,<\/span><\/p>\n<p><span style=\"font-weight: 400;\"> <\/span><i><span style=\"font-weight: 400;\">&#8220;Arvutid on uskumatult kiired, t\u00e4psed ja rumalad. Inimesed on uskumatult aeglased, ebat\u00e4psed ja geniaalsed. Koos on nad kujuteldamatult v\u00f5imsad.&#8221;<\/span><\/i><\/p>\n<p><span style=\"font-weight: 400;\">See tsitaat toob esile selle, milles arvutid on suurep\u00e4rased, r\u00f5hutades samas nende piiranguid. Kui tegemist on k\u00f5rgema astme m\u00f5tlemisega, nagu loovus, abstraktne m\u00f5tlemine v\u00f5i keeruline otsustamine &#8211; v\u00f5i p\u00f5him\u00f5tteliselt miski, mis ei h\u00f5lma samm-sammult esitatud juhiste j\u00e4rgimist -, ei suuda arvutid inimvaimudega konkureerida. Tehisintellekt on paljuski katse \u00fcletada l\u00f5he inimeste ja arvutite vahel ning luua partnerlus, mis \u00fchendab m\u00f5lema maailma parimad k\u00fcljed.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">M\u00f5eldamatu j\u00f5ud, millest Einstein r\u00e4\u00e4kis, on olemas ka tehisintellekti ja RPA vahelises suhtes. Tehisintellekti v\u00f5ime simuleerida inimese tunnetuse erinevaid aspekte koos RPA kiiruse ja t\u00e4psusega on koht, kus m\u00f5lemad t\u00f6\u00f6riistad l\u00e4henevad teineteisele. RPA saavutuste piirid t\u00f5mmati kunagi punktidesse, mis n\u00f5udsid inimotsuseid. Nende s\u00fcsteemide t\u00e4iendamine tehisintellekti abil kaotab need piirid, v\u00f5imaldades ettev\u00f5tetel automatiseerida rohkem \u00fclesandeid ja saada rohkem kasu.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kui RPA ja tehisintellekt \u00fchendatakse, siis luuakse kolmas tehnoloogiline kategooria, mida nimetatakse intelligentseks automatiseerimiseks (IA) v\u00f5i intelligentseks protsesside automatiseerimiseks (IPA). Selle &#8220;m\u00f5lemast maailmast parima&#8221; stsenaariumi puhul saavad ettev\u00f5tted kasutada RPA-vahendeid, mis suudavad masin\u00f5ppe (ML) abil oma keskkonnast \u00f5ppida.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Positiivne k\u00fclg on see, et saate suurendada automatiseeritava protsessi keerukust, sest tehisintellekt aitab k\u00f5rvaldada m\u00f5ned kitsaskohad, n\u00e4iteks struktureerimata andmete k\u00e4sitlemine v\u00f5i otsuste tegemine.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00dcks p\u00f5nevamaid valdkondi tehisintellekti ja RPA l\u00e4henemiseks on <\/span><a href=\"https:\/\/www.zaptest.com\/what-is-test-automation-a-no-jargon-simple-guide\"><br \/>\n  <span style=\"font-weight: 400;\">testide automatiseerimine<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">. Meie \u00fcha enam digitaliseeruvas maailmas parandavad tarkvara ja mobiilirakendused j\u00e4tkuvalt \u00e4ritegevust. Nutitelefonide \u00fcldlevinud kasutamisest pole m\u00f6\u00f6das veel 20 aastatki. Selle aja jooksul on nad meie elu revolutsiooniliselt muutnud, v\u00f5imaldades meil olla \u00fchenduses ja t\u00f6\u00f6tada uudsetel viisidel.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nende edusammude v\u00f5ti on tarkvaraarendus. See on aga teatavasti aegan\u00f5udev ja kallis protsess. Tehisintellekti ja RPA abil toimivad testide automatiseerimise t\u00f6\u00f6riistad v\u00f5ivad aidata v\u00e4hendada aega ja raha, mis kulub toodete turuleviimiseks.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Kuidas_tehisintellekti_ja_RPA_abil_testide_automatiseerimine_paraneb\"><\/span><strong>Kuidas tehisintellekti ja RPA abil testide automatiseerimine paraneb<\/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=\"arvutin\u00e4gemine tarkvara testimiseks\" width=\"413\" height=\"431\"><\/p>\n<p><a href=\"https:\/\/www.zaptest.com\/a-complete-guide-to-software-testing-automation\"><span style=\"font-weight: 400;\">Tarkvara testimise automatiseerimine<\/span><\/a><span style=\"font-weight: 400;\">  oli varem k\u00e4sitsi tehtud. See oli kallis ja aegan\u00f5udev ning l\u00f5ppkokkuv\u00f5ttes pikendas arendustegevuse eluts\u00fcklit. Kuid see on nii kriitiline etapp, et kirjastajatel ja arendajatel ei olnud muud valikut, kui protsessi ressursid sisse viia. Kuigi need probleemid ja nende s\u00fcmptomid on endiselt olemas, pakub tarkvara testimise automatiseerimine suurep\u00e4rase lahenduse.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Testautomaatika h\u00f5lmab spetsiaalse tarkvara kasutamist arvutirakenduste valideerimiseks ja testimiseks. See kasutab tavaliselt graafilisi kasutajaliideseid (GUI) ja rakendusprogrammeerimisliideseid (API), et viia l\u00e4bi erinevaid teste, alates otsetestimisest kuni \u00e4sja kinnitatud koodi pideva valideerimiseni.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tehisintellekti ja RPA kasutamine tarkvara testimisel on t\u00f5eliselt p\u00f5nev. M\u00f5ned ilmsed eelised on aja ja raha kokkuhoid. Tegelik potentsiaal seisneb aga sellise koodi autonoomses t\u00e4itmises, mis testib, diagnoosib ja ravib end ise. Kui lisada sellele asjaolu, et Generative AI t\u00f6\u00f6riistad on v\u00f5imelised koodi kirjutama, siis v\u00f5ib \u00f6elda, et me seisame inimkonna ajaloo erilise ajaj\u00e4rgu \u00e4\u00e4rel.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kuna viimastel aastatel kasvas n\u00f5udlus kiirema tarkvara v\u00e4ljalaskmise j\u00e4rele, lisandusid DevOps ja Agile l\u00e4henemisviisidele CI\/CD. N\u00fc\u00fcd on RPA ja AI-testimise automatiseerimine v\u00f5imelised avaldama samasugust m\u00f5ju. Selline olukord on viinud testide automatiseerimise t\u00f6\u00f6riistade kasvu, millest m\u00f5ningaid uurime allpool.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Parimad_testide_automatiseerimise_tooriistad_aastal_2023\"><\/span><strong>Parimad testide automatiseerimise t\u00f6\u00f6riistad aastal 2023<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-59213\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/1-1024x655.jpg\" alt=\"ZAPTEST RPA + Testautomaatika komplekt\" 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;\">Siin on m\u00f5ned parimad testide automatiseerimise t\u00f6\u00f6riistad turul.<\/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 on tehisintellektip\u00f5hine testide automatiseerimise t\u00f6\u00f6riist. T\u00e4nu intuitiivsele kasutajaliidesele ja koodita funktsioonidele v\u00f5imaldab Autify QA meeskondadel testida oma brauseris. T\u00f6\u00f6riist saab hakkama veebi- ja mobiilirakendustega ning sellel on iseparanev tehisintellekt. Autify integreerub sujuvalt CI\/CD-vahenditega, Jenkinsi ja isegi Slackiga.  <\/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 on koodivaba testimisvahend, mis v\u00f5imaldab mitte-tehniliste meeskondade testimise automatiseerimist. Toode h\u00f5lbustab platvormide\u00fclest testimist veebis, lauaarvutis, mobiilis ja mujal. L\u00f5puks on tal head aruandlusfunktsioonid ja palju integratsiooniv\u00f5imalusi.<\/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 on JavaScriptil p\u00f5hinev testide automatiseerimise raamistik. See on loodud selleks, et muuta veebirakenduste testimine lihtsaks. Lihtsus on Cypressi v\u00f5ti, mida t\u00f5estavad selle lihtne \u00fclesehitus ja minimaalsed s\u00f5ltuvused.  <\/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 on kindel terviklik testimislahendus. Testimise automatiseerimise t\u00f6\u00f6riist ei ole koodivaba ja toetab veebi, mobiilseid ja APIsid. Testid on \u00fcldiselt kiired, stabiilsed ja t\u00e4psed ning t\u00e4nu platvormide- ja brauserite\u00fclesele funktsionaalsusele kasvab selle populaarsus j\u00e4rk-j\u00e4rgult.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Dramaturg\"><\/span><span style=\"font-weight: 400;\">Dramaturg<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Playwright on veel \u00fcks populaarne testide automatiseerimise vahend, mis on loodud veebirakenduste testimiseks. See on platvormide\u00fclene ja toetab enamikku renderdusmootoreid ning mitut programmeerimiskeelt. Visake peale selle Visual Studio koodivalik ja mobiiliemaator ja saate aru, miks paljud arendajad taluvad selle kasutajas\u00f5bralikkuse puudumist.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Kuigi eespool loetletud viiel t\u00f6\u00f6riistal on suurep\u00e4rased funktsioonid, puudub neil nii RPA kui ka testautomaatika \u00fchendava tipptasemel lahenduse v\u00f5imsus.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\"><br \/>\n<\/span><strong><a href=\"https:\/\/www.zaptest.com\/\">ZAPTEST<\/a><\/strong><span style=\"font-weight: 400;\">  pakub tipptasemel testautomaatika- ja RPA-vahendeid. M\u00f5lemad funktsioonid on saadaval fikseeritud hinnaga ja piiramatute litsentsidega. Kuna me liigume h\u00fcperautomatiseerimise ja automatiseeritud tarkvaraarenduse suunas, siis m\u00e4ngivad t\u00f6\u00f6laua-, brauseri- ja mobiilirakenduste p\u00fcsivad testimisvahendid tarkvaraarendajate ja eritarkvara loovate ettev\u00f5tete jaoks kriitilist rolli. ZAPTEST aitab teid igal sammul.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Tehisintellekti_ja_RPA_tulevik\"><\/span><strong>Tehisintellekti ja RPA tulevik<\/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=\"tulemuslikkuse testimise t\u00fc\u00fcbid\" width=\"392\" height=\"261\"><\/p>\n<p><span style=\"font-weight: 400;\">N\u00fc\u00fcdseks peaks olema selge, et tehisintellekti ja RPA tulevik on omavahel seotud. M\u00f5lemad tehnoloogiad v\u00f5imaldavad digitaalset \u00fcmberkujundamist ja v\u00f5imaldavad ettev\u00f5tetel t\u00f6\u00f6tada raskemini, kiiremini ja paremini, vabastades samal ajal t\u00f6\u00f6tajatele aega loominguliste, v\u00e4\u00e4rtusp\u00f5histe \u00fclesannete t\u00e4itmiseks.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">T\u00e4ieliku automatiseerimise suunas liikudes on p\u00f5nev m\u00f5elda, kuhu see rakett liigub. See sihtkoht on h\u00fcperautomatsioon.  <\/span><\/p>\n<p><a href=\"https:\/\/www.zaptest.com\/hyperautomation\"><span style=\"font-weight: 400;\">H\u00fcperautomaatika<\/span><\/a><span style=\"font-weight: 400;\">  on m\u00f5tteviis. See kirjeldab perspektiivi, kus iga protsess, mida on v\u00f5imalik automatiseerida, on automatiseeritud. Suur osa sellest tulevikust h\u00f5lmab RPA masin\u00f5pet. Kuna \u00e4rimaailm muutub ja muutub ettearvamatumaks, peavad organisatsioonid muutuma paindlikumaks, et p\u00fcsida konkurentsiv\u00f5imelisena. H\u00fcperautomaatika v\u00f5imaldab neid kohandusi, suurendades samal ajal t\u00e4psust ja tootlikkust, v\u00e4hendades vigu ning pakkudes alati k\u00e4ttesaadavat klienditeenindust ja personaliseerimist.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"AI_vs_RPA_Viimased_motted\"><\/span><strong>AI vs. RPA: Viimased m\u00f5tted<\/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=\"mis on tarkvara testimise automatiseerimine\" 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;\">Kui tegemist on kr\u00f5binaga, saab tehisintellekti ja RPA erinevuse l\u00fchidalt kokku v\u00f5tta. RPA j\u00e4ljendab inimese tegevust, AI aga inimese m\u00f5tlemist. Kumbki vahend ei ole v\u00f5imeline 1:1 kujutama inimese tegevust v\u00f5i m\u00f5tteid, kuid nad on piisavalt hea replikatsioon, et aidata ettev\u00f5tetel automatiseerida \u00fclesandeid kiiruse, t\u00e4psuse v\u00f5i v\u00f5imekusega, mis \u00fcletab tunduvalt inimese tavap\u00e4rase v\u00f5imekuse.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Inimeste maailmas on vaja nii m\u00f5tlemist kui ka tegutsemist. Just nende olemisviiside \u00fchendus on aidanud inimkonnal ehitada, luua ja areneda. Sarnaselt v\u00f5ib m\u00f5elda ka RPA ja tehisintellekti l\u00e4henemisest.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">L\u00fchidalt \u00f6eldes v\u00f5imaldab AI meil kasutada ja laiendada RPA j\u00f5udusid, et saavutada uusi ja p\u00f5nevaid v\u00f5imalusi.  <\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>RPA ja AI on kaks p\u00f5nevat ja uuenduslikku IT-rakendust, mis on digitaalse transformatsiooni revolutsiooni esirinnas. M\u00f5lemad tehnoloogiad kujundavad t\u00f6\u00f6maailma \u00fcmber, suurendades t\u00f6\u00f6tajate arvu ja juhatades sisse uue tootlikkuse ajastu. Kuigi RPA-l ja tehisintellektil on palju sarnasusi ja ristumiskohti, on need siiski erinevad vahendid, millel on oma tugevused ja n\u00f5rkused. Selles artiklis uuritakse automatiseerimise ja tehisintellekti [&hellip;]<\/p>\n","protected":false},"author":14624,"featured_media":65288,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"none","_seopress_titles_title":"RPA vs. AI - erinevused, \u00fchisjooned, t\u00f6\u00f6riistad ja kattuvused","_seopress_titles_desc":"Alates RPA ja AI m\u00e4\u00e4ratlemisest kuni protsesside ja tehnoloogiateni, mille jaoks need k\u00f5ige paremini sobivad, saate teada k\u00f5ike, mida on vaja teada AI ja RPA erinevuste kohta!","_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":[473],"tags":[],"class_list":{"0":"post-65400","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ai-et"},"acf":{"short_name":"RPA vs. AI"},"_links":{"self":[{"href":"https:\/\/www.zaptest.com\/et\/wp-json\/wp\/v2\/posts\/65400","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.zaptest.com\/et\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.zaptest.com\/et\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/et\/wp-json\/wp\/v2\/users\/14624"}],"replies":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/et\/wp-json\/wp\/v2\/comments?post=65400"}],"version-history":[{"count":0,"href":"https:\/\/www.zaptest.com\/et\/wp-json\/wp\/v2\/posts\/65400\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/et\/wp-json\/wp\/v2\/media\/65288"}],"wp:attachment":[{"href":"https:\/\/www.zaptest.com\/et\/wp-json\/wp\/v2\/media?parent=65400"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.zaptest.com\/et\/wp-json\/wp\/v2\/categories?post=65400"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.zaptest.com\/et\/wp-json\/wp\/v2\/tags?post=65400"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}