{"id":64892,"date":"2023-08-28T18:11:18","date_gmt":"2023-08-28T18:11:18","guid":{"rendered":"https:\/\/www.zaptest.com\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun"},"modified":"2023-08-28T18:11:18","modified_gmt":"2023-08-28T18:11:18","slug":"intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun","status":"publish","type":"post","link":"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun","title":{"rendered":"Intelligent Process Automation vs RPA &#8211; Mismunur, Commonalities, Tools &amp; Intersections\/Sk\u00f6run"},"content":{"rendered":"<p>\u00cd hinni \u00e1g\u00e6tu grein, From Robotic Process Automation to Intelligent Process Automation (Chakraborti, 2020), veltir h\u00f6fundur fyrir s\u00e9r hvernig <a href=\"https:\/\/arxiv.org\/pdf\/2007.13257.pdf\">Robotic Process Automation<\/a> (RPA) hefur \u00e1 s\u00ed\u00f0asta \u00e1ratug \u00fdtt undir skilvirkni vi\u00f0skiptaferla \u00e1 heillandi h\u00e1tt. Hins vegar bendir hann \u00e1 a\u00f0 vi\u00f0 sitjum n\u00fa \u00e1 &#8222;beygingarpunkti&#8220; innan \u00feessarar t\u00e6kni\u00fer\u00f3unar, \u00fear sem greind sj\u00e1lfvirkni kemur fram sem r\u00f6kr\u00e9tt framvinda RPA.<\/p>\n<p>Chakraborti vitnar \u00ed n\u00fdja hugmyndafr\u00e6\u00f0i Intelligent Process Automation sem parar sj\u00e1lfvirkni vi\u00f0skiptaferla vi\u00f0 v\u00e9lan\u00e1m (ML), gervigreind (AI) og g\u00f6gn vi\u00f0skiptavina.<\/p>\n<p>RPA er annar mikilv\u00e6gur \u00fe\u00e1ttur \u00ed greindri sj\u00e1lfvirkni. Hugt\u00f6kin tv\u00f6 eru svo samtvinnu\u00f0 a\u00f0 \u00fea\u00f0 er nokku\u00f0 rugl um hvar sj\u00e1lfvirkni greindra ferla byrjar og hvar sj\u00e1lfvirkni v\u00e9lf\u00e6rafr\u00e6\u00f0i ferla endar.<\/p>\n<p>\u00deessi grein mun kanna muninn og sameiginlegt \u00ed b\u00e1\u00f0um greinum og s\u00fdna hvar \u00feau skerast og skarast. Vi\u00f0 munum einnig deila nokkrum snj\u00f6llum d\u00e6mum um sj\u00e1lfvirkni samhli\u00f0a notkunartilvikum i\u00f0na\u00f0arins.<\/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\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#Hvad_er_sjalfvirkni_velfaeraferla\" >Hva\u00f0 er sj\u00e1lfvirkni v\u00e9lf\u00e6raferla?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#Hvad_er_sjalfvirkni_greindra_ferla_IPA\" >Hva\u00f0 er sj\u00e1lfvirkni greindra ferla (IPA)?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#1_Sjalfvirkni_velfaeraferla_RPA\" >1. Sj\u00e1lfvirkni v\u00e9lf\u00e6raferla (RPA):<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#2_Velanam_og_hathroud_greining\" >2. V\u00e9lan\u00e1m og h\u00e1\u00fer\u00f3u\u00f0 greining:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#3_Natturulegir_tungumalaframleidendur_NLG\" >3. N\u00e1tt\u00farulegir tungum\u00e1laframlei\u00f0endur (NLG)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#4_Snjallt_verkflaedi\" >4. Snjallt verkfl\u00e6\u00f0i:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#5_Hugraenir_ahrifavaldar\" >5. Hugr\u00e6nir \u00e1hrifavaldar:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#Likindin_milli_RPA_og_IPA\" >L\u00edkindin milli RPA og IPA<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#1_THeir_eru_badir_sjalfvirkni_verkfaeri\" >1. \u00deeir eru b\u00e1\u00f0ir sj\u00e1lfvirkni verkf\u00e6ri<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#2_RPA_er_midlaegur_hluti_IPA\" >2. RPA er mi\u00f0l\u00e6gur hluti IPA<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#3_RPA_og_IPA_deila_svipudum_avinningi\" >3. RPA og IPA deila svipu\u00f0um \u00e1vinningi<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#Munurinn_a_RPA_og_IPA\" >Munurinn \u00e1 RPA og IPA<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#1_Sveigjanleiki\" >#1. Sveigjanleiki<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#2_Rauntima_nam_og_adlogun\" >#2. Raunt\u00edma n\u00e1m og a\u00f0l\u00f6gun<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#3_Greind\" >#3. Greind<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#4_Medhondlun_omotadra_gagna\" >#4. Me\u00f0h\u00f6ndlun \u00f3m\u00f3ta\u00f0ra gagna<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#5_RPA_er_hagkvaemara\" >#5. RPA er hagkv\u00e6mara<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#6_RPA_er_fljotlegra_i_framkvaemd\" >#6. RPA er flj\u00f3tlegra \u00ed framkv\u00e6md<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#7_IPA_verkfaeri_hafa_brattari_namsferil\" >#7. IPA verkf\u00e6ri hafa brattari n\u00e1msferil<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#Greindur_ferli_sjalfvirkni_daemi_og_idnadur_nota_tilvikum\" >Greindur ferli sj\u00e1lfvirkni d\u00e6mi og i\u00f0na\u00f0ur nota tilvikum<\/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\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#1_THjonustuver\" >1. \u00dej\u00f3nustuver<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#2_Heilbrigdisthjonusta\" >2. Heilbrig\u00f0is\u00fej\u00f3nusta<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#3_Fjarmal\" >3. Fj\u00e1rm\u00e1l<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#4_Framleidsla\" >4. Framlei\u00f0sla<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#Eru_greindur_ferli_sjalfvirkni_og_hyperautomation_thad_sama\" >Eru greindur ferli sj\u00e1lfvirkni og hyperautomation \u00fea\u00f0 sama?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#THar_sem_IPA_og_RPA_skerast_og_renna_saman\" >\u00dear sem IPA og RPA skerast og renna saman<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#1_IPA_sem_lausn_a_takmorkunum_RPA\" >#1. IPA sem lausn \u00e1 takm\u00f6rkunum RPA<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#1_Ad_takast_a_vid_omotud_gogn\" >1. A\u00f0 takast \u00e1 vi\u00f0 \u00f3m\u00f3tu\u00f0 g\u00f6gn<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#2_Ad_opna_dyrnar_ad_akvardanatoku_i_haerri_rod\" >2. A\u00f0 opna dyrnar a\u00f0 \u00e1kvar\u00f0anat\u00f6ku \u00ed h\u00e6rri r\u00f6\u00f0<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#2_Sem_skref_i_att_ad_IPA_eda_ofsjalfvirkni_framkvaemd\" >#2. Sem skref \u00ed \u00e1tt a\u00f0 IPA e\u00f0a ofsj\u00e1lfvirkni framkv\u00e6md<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#3_Forspargreining_og_akvardanataka\" >#3. Forsp\u00e1rgreining og \u00e1kvar\u00f0anataka<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#Fimm_greindur_sjalfvirkni_verkfaeri\" >Fimm greindur sj\u00e1lfvirkni verkf\u00e6ri<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#1_ZAPTEST\" >#1. ZAPTEST<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#2_IBM_Cloud_Pak_fyrir_Business_Automation\" >#2. IBM Cloud Pak fyrir Business Automation<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-35\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#3_UiPath_Business_Automation_Platform\" >#3. UiPath Business Automation Platform<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-36\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#4_SS_C_Blar_Prisma_sky\" >#4. SS &amp;C Bl\u00e1r Prisma sk\u00fd<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-37\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#5_Microsoft_Power_Sjalfvirkt\" >#5. Microsoft Power Sj\u00e1lfvirkt<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-38\" href=\"https:\/\/www.zaptest.com\/is\/intelligent-process-automation-vs-rpa-mismunur-commonalities-tools-intersections-skorun\/#Lokahugsanir\" >Lokahugsanir<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Hvad_er_sjalfvirkni_velfaeraferla\"><\/span><strong>Hva\u00f0 er sj\u00e1lfvirkni v\u00e9lf\u00e6raferla?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/www.zaptest.com\/rpa\">Robotic Process Automation (RPA) <\/a>v\u00edsar til safns t\u00e6kni sem gerir kleift a\u00f0 n\u00e1 \u00fdmsum markmi\u00f0um um sj\u00e1lfvirkni vi\u00f0skiptaferla (BPA). Vi\u00f0 getum skilgreint vi\u00f0skiptaferli sem safn verkefna sem skila skipulagsmarkmi\u00f0um. Til d\u00e6mis getur vi\u00f0skiptaferli veri\u00f0 eitthva\u00f0 eins einfalt og a\u00f0 keyra l\u00e1nsh\u00e6fisathugun \u00e1 l\u00e1nsums\u00f3kn.<\/p>\n<p>Skrefin sem krafist er fyrir l\u00e1nsh\u00e6fisathugun fela \u00ed s\u00e9r a\u00f0 draga nafn vi\u00f0skiptavinar \u00far innri skj\u00f6lum, leggja fram bei\u00f0ni til l\u00e1nastofnunar og s\u00ed\u00f0an f\u00e6\u00f0a ni\u00f0urst\u00f6\u00f0una aftur inn \u00ed innri kerfi. \u00cd hef\u00f0bundnu vi\u00f0skiptaumhverfi eru \u00feessi verk me\u00f0h\u00f6ndlu\u00f0 handvirkt. Hins vegar, sj\u00e1lfvirkni vi\u00f0skiptaferla notar v\u00e9lmenni til a\u00f0 kl\u00e1ra \u00feessi verkefni, \u00feess vegna hugtaki\u00f0 Robotic Process Automation.<\/p>\n<p>RPA verkefni \u00feurfa a\u00f0 vera reglubundin og fyrirsj\u00e1anleg. \u00deeir \u00feurfa sk\u00fdrt skilgreindar kveikjur, inntak og \u00fattak. Sem sl\u00edk er me\u00f0h\u00f6ndlun undantekninga eitthva\u00f0 sem getur hent \u00feeim af. Fr\u00e1vik e\u00f0a \u00f3venjulegar a\u00f0st\u00e6\u00f0ur &#8211; e\u00f0a eitthva\u00f0 sem krefst hugsunar \u00e1 flugu &#8211; eru ekki verkefni sem RPA r\u00e6\u00f0ur vi\u00f0. Au\u00f0vita\u00f0 er ekki \u00fear me\u00f0 sagt a\u00f0 me\u00f0h\u00f6ndlun undantekninga s\u00e9 erlent hugtak \u00ed \u00fer\u00f3un RPA.<\/p>\n<p>\u00dea\u00f0 eru margar a\u00f0st\u00e6\u00f0ur \u00fear sem l\u00e1ni getur ekki loki\u00f0 verkefni vegna vandam\u00e1ls me\u00f0 \u00f6ryggisleyfi e\u00f0a \u00f3fulln\u00e6gjandi g\u00f6gn. H\u00f6nnu\u00f0ir geta byggt \u00ed kringum \u00feessar undantekningar. \u00cdmynda\u00f0u \u00fe\u00e9r til d\u00e6mis a\u00f0st\u00e6\u00f0ur \u00fear sem \u00fe\u00fa b\u00fdr\u00f0 til RPA-ferli til a\u00f0 flytja reikningsg\u00f6gn \u00ed gagnagrunn, en gagnagrunnurinn er ni\u00f0ri. \u00de\u00fa getur lei\u00f0beint v\u00e9lmenninu a\u00f0 halda \u00e1fram a\u00f0 reyna me\u00f0 \u00e1kve\u00f0nu millibili \u00fear til \u00fea\u00f0 tengist gagnagrunninum. Hins vegar, \u00feegar h\u00e1marksfj\u00f6lda tilrauna hefur veri\u00f0 n\u00e1\u00f0, mun \u00fea\u00f0 kasta vi\u00f0skiptaundantekningu svo verkama\u00f0ur geti r\u00e1\u00f0i\u00f0 b\u00f3t \u00e1 \u00e1standinu.<\/p>\n<p>\u00dea\u00f0 sem vi\u00f0 h\u00f6fum l\u00fdst h\u00e9r a\u00f0 ofan er einf\u00f6ld atbur\u00f0ar\u00e1s. Hins vegar g\u00e6tir\u00f0u \u00feurft a\u00f0 kanna sj\u00e1lfvirkni greindra ferla til a\u00f0 byggja upp seigari og \u00f6flugri ferla sem takast \u00e1 vi\u00f0 undantekningar sj\u00e1lfst\u00e6tt.<\/p>\n<p>Til a\u00f0 kafa d\u00fdpra \u00ed efni\u00f0, lestu <a href=\"https:\/\/www.zaptest.com\/a-complete-guide-to-robotic-process-automation-rpa\">okkar Heill lei\u00f0arv\u00edsir um sj\u00e1lfvirkni v\u00e9lf\u00e6raferla (RPA).<\/a><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Hvad_er_sjalfvirkni_greindra_ferla_IPA\"><\/span><strong>Hva\u00f0 er sj\u00e1lfvirkni greindra ferla (IPA)?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"6f8298\" data-has-transparency=\"false\" style=\"--dominant-color: #6f8298;\" decoding=\"async\" class=\"aligncenter size-large wp-image-64697 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-1024x576.webp\" alt=\"Hva\u00f0 er RPA hugb\u00fana\u00f0ur? (V\u00e9lf\u00e6rafr\u00e6\u00f0i Process sj\u00e1lfvirkni hugb\u00fana\u00f0ur)\" width=\"1024\" height=\"576\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-1024x576.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-300x169.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-768x432.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-1536x864.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-1080x608.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-1280x720.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-980x551.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-480x270.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/What-is-RPA-software-Robotic-Process-automation-software-jpeg.webp 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>Sj\u00e1lfvirkni greindra ferla v\u00edsar til bl\u00f6ndu af t\u00e6kni sem hj\u00e1lpar fyrirt\u00e6kjum a\u00f0 gera sj\u00e1lfvirkan n\u00faverandi verkfl\u00e6\u00f0i og ferla. Allt aftur til \u00e1rsins 2017 hefur McKinsey bent \u00e1 \u00e1vinninginn af greindri sj\u00e1lfvirkni. V\u00ed\u00f0t\u00e6kur papp\u00edr r\u00e1\u00f0gjafafyrirt\u00e6kisins, <a href=\"https:\/\/www.mckinsey.com\/~\/media\/McKinsey\/Business%20Functions\/McKinsey%20Digital\/Our%20Insights\/Intelligent%20process%20automation%20The%20engine%20at%20the%20core%20of%20the%20next%20generation%20operating%20model\/Intelligent-process-automation.pdf\">Intelligent process automation: V\u00e9lin \u00ed kjarna n\u00e6stu kynsl\u00f3\u00f0ar rekstrarl\u00edkansins<\/a>, l\u00fdsir fimm kjarnat\u00e6kni sem kemur saman til a\u00f0 gera greinda sj\u00e1lfvirkni m\u00f6gulega.<\/p>\n<p>&nbsp;<\/p>\n<p>\u00deeir eru:<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Sjalfvirkni_velfaeraferla_RPA\"><\/span><strong>1. Sj\u00e1lfvirkni v\u00e9lf\u00e6raferla (RPA):  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Verkf\u00e6ri sem framkv\u00e6ma fyrirsj\u00e1anleg, endurtekin og vel skilgreind verkefni sem venjulega voru \u00e1 svi\u00f0i mannlegra starfsmanna<\/p>\n<h3><\/h3>\n<h3><span class=\"ez-toc-section\" id=\"2_Velanam_og_hathroud_greining\"><\/span><strong>2. V\u00e9lan\u00e1m og h\u00e1\u00fer\u00f3u\u00f0 greining:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>H\u00e1\u00fer\u00f3a\u00f0ir reiknirit sem eru \u00fej\u00e1lfa\u00f0ir til a\u00f0 finna mynstur \u00ed miklum s\u00f6gulegum gagnas\u00f6fnum svo \u00feeir geti veitt inns\u00fdn og sp\u00e1r me\u00f0 hra\u00f0a og n\u00e1kv\u00e6mni sem eru \u00f3m\u00f6gulegar fyrir v\u00edsindamenn manna.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Natturulegir_tungumalaframleidendur_NLG\"><\/span><strong>3. N\u00e1tt\u00farulegir tungum\u00e1laframlei\u00f0endur (NLG)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Eins og s\u00e9st af velgengni t\u00e6kja eins og ChatGPT og Pi geta n\u00e1tt\u00farulegir m\u00e1lframlei\u00f0endur framleitt texta og anna\u00f0 skapandi efni til a\u00f0 au\u00f0velda samskipti manna og t\u00e6kni.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Snjallt_verkflaedi\"><\/span><strong>4. Snjallt verkfl\u00e6\u00f0i:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Hugb\u00fana\u00f0ur fyrir vi\u00f0skiptaferli sem st\u00fdrir verkfl\u00e6\u00f0i milli manna og v\u00e9la og tryggir hn\u00f6kralausa afhendingu, rakningu og sk\u00fdrsluger\u00f0.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Hugraenir_ahrifavaldar\"><\/span><strong>5. Hugr\u00e6nir \u00e1hrifavaldar:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Snjall spjallr\u00e1sir sem nota bl\u00f6ndu af ML og NLP til a\u00f0 veita sj\u00e1lfvirkum \u00fej\u00f3nustufulltr\u00faum sem draga \u00far \u00e1lagi \u00e1 \u00fej\u00f3nustuf\u00f3lk og \u00ed sumum tilfellum skara fram \u00far vi\u00f0 a\u00f0 selja og skilja vi\u00f0skiptavini.<\/p>\n<p>T\u00e6knin sem talin er upp h\u00e9r a\u00f0 ofan eru grunneiningarnar sem mynda IPA-lausn. \u00de\u00f3 a\u00f0 \u00fea\u00f0 s\u00e9 gefi\u00f0 \u00ed skyn myndum vi\u00f0 einnig b\u00e6ta <a href=\"https:\/\/www.zaptest.com\/computer-vision-is-the-future-of-software-testing-automation-a-history-of-past-present-and-future\">t\u00f6lvusj\u00f3nt\u00e6kni (CVT)<\/a> vi\u00f0 listann yfir verkf\u00e6ri sem mynda IPA t\u00e6kni.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Likindin_milli_RPA_og_IPA\"><\/span><strong>L\u00edkindin milli RPA og IPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"5d7c94\" data-has-transparency=\"false\" style=\"--dominant-color: #5d7c94;\" decoding=\"async\" class=\"aligncenter size-large wp-image-64176 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--1024x576.webp\" alt=\"10 ferlar, forrit og rekstur RPA (Robotic Process Automation) geta s\u00e9\u00f0 um og gert sj\u00e1lfvirkan!\" width=\"1024\" height=\"576\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--1024x576.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--300x169.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--768x432.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--1536x864.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--1080x608.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--1280x720.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--980x551.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--480x270.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/10-Processes-Applications-Operations-RPA-Robotic-Process-Automation-Can-Handle-and-Automate--jpeg.webp 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>\u00de\u00f3 a\u00f0 RPA og IPA s\u00e9u a\u00f0skildir t\u00e6kniflokkar, hafa \u00feeir nokku\u00f0 crossover. H\u00e9r eru nokkur l\u00edkindi milli RPA og IPA.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_THeir_eru_badir_sjalfvirkni_verkfaeri\"><\/span><strong>1. \u00deeir eru b\u00e1\u00f0ir sj\u00e1lfvirkni verkf\u00e6ri<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Auglj\u00f3sustu tengslin milli RPA og IPA eru a\u00f0 b\u00e6\u00f0i verkf\u00e6rin eru til sta\u00f0ar til a\u00f0 gera vi\u00f0skiptaferla sj\u00e1lfvirka. \u00de\u00f3 a\u00f0 hver lausn taki s\u00edna eigin n\u00e1lgun og noti mismunandi tegundir t\u00e6kni til a\u00f0 n\u00e1 markmi\u00f0um s\u00ednum, \u00fe\u00e1 er si\u00f0fer\u00f0i \u00feeirra \u00ed hjarta a\u00f0 takast \u00e1 vi\u00f0 verkefni sem menn framkv\u00e6ma venjulega og finna lei\u00f0ir til a\u00f0 gera \u00feau \u00e1 skilvirkari, hagkv\u00e6mari og n\u00e1kv\u00e6mari h\u00e1tt.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_RPA_er_midlaegur_hluti_IPA\"><\/span><strong>2. RPA er mi\u00f0l\u00e6gur hluti IPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Anna\u00f0 mikilv\u00e6gt l\u00edkt me\u00f0 b\u00e1\u00f0um t\u00e6kninum er s\u00fa sta\u00f0reynd a\u00f0 RPA er kjarna\u00fe\u00e1ttur IPA. \u00de\u00f3 a\u00f0 v\u00e9lan\u00e1m og \u00f6nnur t\u00e6kni sem l\u00edkir eftir mannlegri vitund s\u00e9u lykilatri\u00f0i \u00ed IPA, eru sj\u00e1lfvirknin bygg\u00f0 \u00e1 RPA berggrunni.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_RPA_og_IPA_deila_svipudum_avinningi\"><\/span><strong>3. RPA og IPA deila svipu\u00f0um \u00e1vinningi<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>RPA og IPA deila einnig m\u00f6rgum af s\u00f6mu vi\u00f0skiptalegum \u00e1vinningi. Til d\u00e6mis, \u00feeir hj\u00e1lpa fyrirt\u00e6kjum a\u00f0 draga \u00far kostna\u00f0i, spara t\u00edma, auka framlei\u00f0ni, auka starfs\u00e1n\u00e6gju starfsmanna, uppfylla samr\u00e6missta\u00f0la, b\u00e6ta \u00fej\u00f3nustu og draga \u00far mannlegum mist\u00f6kum.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Munurinn_a_RPA_og_IPA\"><\/span><strong>Munurinn \u00e1 RPA og IPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"6e5b4c\" data-has-transparency=\"false\" style=\"--dominant-color: #6e5b4c;\" decoding=\"async\" class=\"aligncenter size-large wp-image-62581 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-1024x683.webp\" alt=\"RPA (Robotic Process Automation) - Skilgreining, merking, hva\u00f0 er iot og fleira\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-1024x683.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-300x200.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-768x512.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-1536x1024.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-2048x1365.webp 2048w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-1080x720.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-1280x854.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-980x653.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/07\/RPA-Robotic-Process-Automation-Definition-Meaning-what-is-iot-and-more-480x320.webp 480w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>\u00de\u00f3 a\u00f0 RPA og IPA eigi margt sameiginlegt, \u00fe\u00e1 eru nokkur munur sem \u00fe\u00fa \u00fearft a\u00f0 skilja.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Sveigjanleiki\"><\/span><strong>#1. Sveigjanleiki<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>\u00de\u00f3 a\u00f0 RPA skari fram \u00far \u00ed a\u00f0 gera sj\u00e1lfvirkan stak verkefni, er skipulagning fl\u00f3kinna verkferla e\u00f0a me\u00f0h\u00f6ndlun \u00f3m\u00f3ta\u00f0ra gagna algeng \u00e1skorun. IPA b\u00fd\u00f0ur upp \u00e1 bl\u00f6ndu af verkf\u00e6rum sem hj\u00e1lpa til vi\u00f0 a\u00f0 st\u00e6kka fl\u00f6skuh\u00e1lsa, svo sem \u00f3m\u00f3tu\u00f0 g\u00f6gn e\u00f0a \u00e1kvar\u00f0anat\u00f6ku.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Rauntima_nam_og_adlogun\"><\/span><strong>#2. Raunt\u00edma n\u00e1m og a\u00f0l\u00f6gun<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>RPA er fullkomin lausn fyrir verkefni sem taka fyrirsj\u00e1anlega, skref-fyrir-skref lei\u00f0. Samkv\u00e6mt skilgreiningu fylgir \u00fea\u00f0 lei\u00f0beiningum. \u00c1 hinn b\u00f3ginn getur IPA l\u00e6rt og a\u00f0lagast \u00ed raunt\u00edma \u00fe\u00f6kk s\u00e9 eiginleikum eins og ML.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Greind\"><\/span><strong>#3. Greind<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>\u00dea\u00f0 er erfitt a\u00f0 skilgreina greind. Hins vegar skiljum vi\u00f0 \u00f6ll a\u00f0 mannleg hugsun notar \u00fdmis verkf\u00e6ri eins og r\u00f6kfr\u00e6\u00f0i, r\u00f6khugsun, n\u00e1m, skipulagningu og lausn vandam\u00e1la til a\u00f0 b\u00faa til sv\u00f6r e\u00f0a sp\u00e1r bygg\u00f0ar \u00e1 uppl\u00fdsingum.<\/p>\n<p>RPA verkf\u00e6ri geta unni\u00f0 \u00far uppl\u00fdsingum, en a\u00f0eins me\u00f0 str\u00f6ngum reglum. \u00cd grundvallaratri\u00f0um notar \u00fea\u00f0 ef \/ \u00fe\u00e1 \/ annars r\u00f6kfr\u00e6\u00f0i til a\u00f0 takast \u00e1 vi\u00f0 vi\u00f0skiptaferli. \u00cd raun l\u00edkir RPA eftir mannlegri vitund, en a\u00f0eins vegna \u00feess a\u00f0 henni er gefi\u00f0 kort.<\/p>\n<p>Greind sj\u00e1lfvirkni vinnur aftur \u00e1 m\u00f3ti \u00far g\u00f6gnum \u00e1 \u00feann h\u00e1tt sem l\u00edkist meira mannlegri vitund. Vegna \u00feess a\u00f0 snj\u00f6ll sj\u00e1lfvirkniverkf\u00e6ri nota gervigreind geta \u00feau stigi\u00f0 \u00fat fyrir m\u00f6rk \u00feess a\u00f0 fylgja lei\u00f0beiningum og a\u00f0lagast og a\u00f0lagast breyttum a\u00f0st\u00e6\u00f0um, \u00f3m\u00f3tu\u00f0um g\u00f6gnum og \u00f6\u00f0rum \u00f3venjulegum \u00fe\u00e1ttum sem geta stungi\u00f0 RPA verkf\u00e6ri.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Medhondlun_omotadra_gagna\"><\/span><strong>#4. Me\u00f0h\u00f6ndlun \u00f3m\u00f3ta\u00f0ra gagna<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>RPA hj\u00e1lpar teymum a\u00f0 takast \u00e1 vi\u00f0 afgerandi verkefni. Sem sl\u00edkt byggir \u00fea\u00f0 \u00e1 fyrirsj\u00e1anlegum inntakum, svo sem skipul\u00f6g\u00f0um g\u00f6gnum. Hins vegar, \u00feegar kemur a\u00f0 \u00fev\u00ed a\u00f0 takast \u00e1 vi\u00f0 \u00f3m\u00f3tu\u00f0 g\u00f6gn e\u00f0a uppl\u00fdsingar sem fara \u00fat fyrir b\u00f3kunina, komumst vi\u00f0 a\u00f0 efri m\u00f6rkum RPA verkf\u00e6ra.<\/p>\n<p>A\u00f0 takast \u00e1 vi\u00f0 skipul\u00f6g\u00f0 g\u00f6gn fellur oft \u00e1 verkaf\u00f3lk. Vegna \u00feess a\u00f0 um talsvert magn af \u00e1kvar\u00f0anat\u00f6ku og t\u00falkun er a\u00f0 r\u00e6\u00f0a er skynsamlegt a\u00f0 nota mannlega vitund. Hins vegar getur greind sj\u00e1lfvirkni s\u00e9\u00f0 um \u00f3m\u00f3tu\u00f0 g\u00f6gn \u00fe\u00f6kk s\u00e9 notkun \u00feess \u00e1 gervigreindart\u00e6kni eins og v\u00e9lan\u00e1mi.<\/p>\n<p>Vert er a\u00f0 hafa \u00ed huga a\u00f0 h\u00e6gt er a\u00f0 nota RPA verkf\u00e6ri til a\u00f0 breyta \u00f3m\u00f3tu\u00f0um g\u00f6gnum \u00ed skipul\u00f6g\u00f0 g\u00f6gn. Til d\u00e6mis, me\u00f0 \u00fev\u00ed a\u00f0 nota n\u00e1tt\u00farulega m\u00e1lvinnslu (NLP) e\u00f0a sj\u00f3nstafagreiningu (OCR) verkf\u00e6ri hj\u00e1lpar til vi\u00f0 a\u00f0 \u00fe\u00fd\u00f0a \u00feessi g\u00f6gn \u00ed eitthva\u00f0 sem RPA getur unni\u00f0 me\u00f0. Hins vegar gerir e\u00f0li \u00f3m\u00f3ta\u00f0ra gagna \u00feetta ferli fl\u00f3ki\u00f0 og krefst \u00feess a\u00f0 b\u00fain s\u00e9u til m\u00f6rg sni\u00f0m\u00e1t sem geta s\u00e9\u00f0 um verki\u00f0. \u00deessi raunveruleiki getur leitt til stigst\u00e6r\u00f0arvandam\u00e1la innan RPA lausna.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_RPA_er_hagkvaemara\"><\/span><strong>#5. RPA er hagkv\u00e6mara<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>\u00de\u00f3 a\u00f0 IA verkf\u00e6ri hafi v\u00ed\u00f0t\u00e6kara umfang en RPA hugb\u00fana\u00f0ur, \u00fe\u00e1 kosta \u00feessi aukaefni kostna\u00f0. Einn af mest a\u00f0la\u00f0andi \u00fe\u00e1ttum sj\u00e1lfvirkni verkf\u00e6ri er sanna\u00f0 kostna\u00f0arsparna\u00f0ur \u00feeirra. Hins vegar, mi\u00f0a\u00f0 vi\u00f0 hlutfallslega ver\u00f0mi\u00f0a \u00feeirra, er RPA hugb\u00fana\u00f0ur a\u00f0gengilegri fyrir flesta marka\u00f0inn.<\/p>\n<p>Greind sj\u00e1lfvirkni er sveigjanlegri lausn sem getur virka\u00f0 \u00ed fj\u00f6lbreyttara umhverfi. Samt hafa ekki \u00f6ll fyrirt\u00e6ki fl\u00f3knar kr\u00f6fur um sj\u00e1lfvirkni. \u00dea\u00f0 fer eftir umfangi vi\u00f0skiptaferlanna sem \u00fe\u00fa \u00fearft til a\u00f0 gera sj\u00e1lfvirkan, RPA lausnir geta veitt allt sem \u00fe\u00fa \u00fearft.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_RPA_er_fljotlegra_i_framkvaemd\"><\/span><strong>#6. RPA er flj\u00f3tlegra \u00ed framkv\u00e6md<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Greind sj\u00e1lfvirkni verkf\u00e6ri veita lausnir \u00e1 fj\u00f6lm\u00f6rgum vandam\u00e1lum. Hins vegar, \u00feegar kemur a\u00f0 hr\u00f6\u00f0um framkv\u00e6mdart\u00edmum, ver\u00f0ur \u00feetta fl\u00e6kjustig \u00f6rl\u00edti\u00f0 neikv\u00e6tt. RPA verkf\u00e6ri eru einfaldari og \u00fev\u00ed er innlei\u00f0ing \u00f3d\u00fdrari og minna t\u00edmafrek. Fyrir lei\u00f0toga sem eru undir \u00fer\u00fdstingi um a\u00f0 n\u00e1 stafr\u00e6nni umbreytingu \u00ed fyrirt\u00e6kjum s\u00ednum geta RPA lausnir bo\u00f0i\u00f0 upp \u00e1 hra\u00f0ari lei\u00f0 til ver\u00f0m\u00e6task\u00f6punar.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_IPA_verkfaeri_hafa_brattari_namsferil\"><\/span><strong>#7. IPA verkf\u00e6ri hafa brattari n\u00e1msferil<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Aftur, hlutfallslegt fl\u00f3ki\u00f0 \u00feessara t\u00e6kja skapar kosti og galla. \u00cd e\u00f0li s\u00ednu krefst innlei\u00f0ing IPA verkf\u00e6ra mj\u00f6g t\u00e6knilegra eiginleika eins og v\u00e9lan\u00e1ms.<\/p>\n<p>\u00dea\u00f0 er enn von fyrir \u00f3t\u00e6knileg li\u00f0. Greind sj\u00e1lfvirkni r\u00e1\u00f0gjafafyrirt\u00e6ki geta gert miki\u00f0 af \u00feungum lyftingum og ferlah\u00f6nnun. \u00dea\u00f0 sem meira er, IA verkf\u00e6ri ver\u00f0a notendav\u00e6nni me\u00f0 hverjum deginum.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Greindur_ferli_sjalfvirkni_daemi_og_idnadur_nota_tilvikum\"><\/span><strong>Greindur ferli sj\u00e1lfvirkni d\u00e6mi og i\u00f0na\u00f0ur nota tilvikum<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"7e9699\" data-has-transparency=\"false\" style=\"--dominant-color: #7e9699;\" decoding=\"async\" class=\"aligncenter size-large wp-image-63821 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-1024x683.webp\" alt=\"Notkun RPA \u00ed fjarskiptum\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-1024x683.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-300x200.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-768x512.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-1536x1024.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-1080x720.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-1280x853.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-980x653.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-480x320.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-telecomunications-jpeg.webp 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>Samkv\u00e6mt ranns\u00f3knum <a href=\"https:\/\/explodingtopics.com\/blog\/data-generated-per-day\">ver\u00f0a 120 zettab\u00e6ti af g\u00f6gnum framleidd \u00e1ri\u00f0 2023<\/a>. \u00c1 hverju \u00e1ri eykst gagnamagn sem framleitt er um allan heim um u.\u00fe.b. 20% til 25%. Samkv\u00e6mt MIT Sloan <a href=\"https:\/\/mitsloan.mit.edu\/ideas-made-to-matter\/tapping-power-unstructured-data\">eru um 80% \u00feessara gagna \u00f3m\u00f3tu\u00f0.<\/a> \u00de\u00f3 a\u00f0 RPA verkf\u00e6ri hafi gert fyrirt\u00e6kjum kleift a\u00f0 gera miki\u00f0 me\u00f0 skipul\u00f6g\u00f0 g\u00f6gn, \u00fe\u00e1 er lj\u00f3st a\u00f0 texti, hlj\u00f3\u00f0, myndb\u00f6nd, t\u00f6lvup\u00f3stur, efni samf\u00e9lagsmi\u00f0la, net\u00fej\u00f3naskr\u00e1r, skynjaraskr\u00e1r og gervihnattamyndir g\u00e6tu bo\u00f0i\u00f0 upp \u00e1 \u00f3tr\u00faleg t\u00e6kif\u00e6ri.<\/p>\n<p>Besta lei\u00f0in til a\u00f0 skilja getu greindrar sj\u00e1lfvirkni fyrirt\u00e6kja er me\u00f0 hagn\u00fdtum, raunverulegum d\u00e6mum og notkunartilvikum. H\u00e9r eru nokkrar lei\u00f0ir sem greind sj\u00e1lfvirkni t\u00e6kni getur hj\u00e1lpa\u00f0 \u00ed tilteknum atvinnugreinum.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_THjonustuver\"><\/span><strong>1. \u00dej\u00f3nustuver<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>V\u00e6ntingar um \u00fej\u00f3nustu vi\u00f0 vi\u00f0skiptavini hafa vaxi\u00f0 verulega \u00e1 undanf\u00f6rnum \u00e1rum. N\u00fat\u00edma neytendur krefjast alltaf sj\u00e1lfsafgrei\u00f0sluvalkosta me\u00f0 mikilli pers\u00f3nugervingu. Greindur sj\u00e1lfvirkni hj\u00e1lpar fyrirt\u00e6kjum a\u00f0 bj\u00f3\u00f0a upp \u00e1 v\u00e6ntanlegt stig s\u00e9rsni\u00f0innar um\u00f6nnunar \u00e1n mikils kostna\u00f0ar sem tengist starfsm\u00f6nnum.<\/p>\n<p>Chatbots kn\u00fain af n\u00e1tt\u00farulegum tungum\u00e1lavinnslua\u00f0ilum og tengd vi\u00f0 vi\u00f0skiptavinatengslastj\u00f3rnun (CRM) vettvang geta bo\u00f0i\u00f0 fram\u00farskarandi upplifun vi\u00f0skiptavina. \u00deegar \u00feau eru \u00ed bandalagi vi\u00f0 sj\u00e1lfvirka me\u00f0h\u00f6ndlun t\u00f6lvup\u00f3sts, forsp\u00e1rgreiningu og vi\u00f0horfagreiningu, hafa fyrirt\u00e6ki allsherjarum\u00f6nnun sem gerir r\u00e1\u00f0 fyrir vandam\u00e1lum og hj\u00e1lpar til vi\u00f0 a\u00f0 kn\u00fdja fram var\u00f0veislu vi\u00f0skiptavina.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Heilbrigdisthjonusta\"><\/span><strong>2. Heilbrig\u00f0is\u00fej\u00f3nusta<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Heilsug\u00e6sla hefur veri\u00f0 verulegur notandi greindrar sj\u00e1lfvirkni. Al\u00fej\u00f3\u00f0leg vanheilsa \u00fe\u00fd\u00f0ir a\u00f0 sj\u00fakrah\u00fas ver\u00f0a annasamari og margir braka undir \u00e1laginu. \u00der\u00f6ngar fj\u00e1rhags\u00e1\u00e6tlanir og of miki\u00f0 starfsf\u00f3lk undirstrika \u00fe\u00f6rfina fyrir meiri skilvirkni \u00ed rekstri, s\u00e9rstaklega \u00ed stj\u00f3rnunarverkefnum eins og skr\u00e1ningu sj\u00faklinga, tryggingavinnslu, t\u00edmasetningu, innheimtu og fleira.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Fjarmal\"><\/span><strong>3. Fj\u00e1rm\u00e1l<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Fj\u00e1rm\u00e1lai\u00f0na\u00f0urinn hefur r\u00e9ttilega \u00e1unni\u00f0 s\u00e9r or\u00f0spor fyrir a\u00f0 vera \u00ed fararbroddi \u00ed h\u00e1\u00fer\u00f3a\u00f0ri t\u00e6kni. Sem fyrstu notendur RPA t\u00e6kni hefur i\u00f0na\u00f0urinn haldi\u00f0 \u00e1fram a\u00f0 finna lei\u00f0ir til a\u00f0 auka skilvirkni og m\u00e6ta reglubyr\u00f0i. Snj\u00f6ll sj\u00e1lfvirkni er notu\u00f0 \u00ed \u00f6llu fj\u00e1rm\u00e1lar\u00fdminu til a\u00f0 hj\u00e1lpa til vi\u00f0 a\u00f0 greina og fylgja reglufylgni vi\u00f0 svik. Hins vegar hj\u00e1lpar t\u00e6knin einnig vi\u00f0 rekstur, hagr\u00e6\u00f0ir \u00ed auknum m\u00e6li \u00e1kvar\u00f0anat\u00f6ku vegna l\u00e1nsums\u00f3kna og fleira. Ennfremur getur \u00fea\u00f0 einnig gert sj\u00e1lfvirkan <a href=\"https:\/\/www.zaptest.com\/a-complete-guide-to-software-testing-automation\">hugb\u00fana\u00f0arpr\u00f3fun<\/a> og hj\u00e1lpa\u00f0 fj\u00e1rm\u00e1lastofnunum a\u00f0 b\u00faa til s\u00e9rsni\u00f0inn hugb\u00fana\u00f0.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Framleidsla\"><\/span><strong>4. Framlei\u00f0sla<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Undanfarin \u00e1r, vitund almennings um m\u00e1lefni a\u00f0fangake\u00f0junnar hefur vaxi\u00f0 vegna fl\u00f6skuh\u00e1lsa, ver\u00f0b\u00f3lgu, og almenn framf\u00e6rslukostna\u00f0arkreppa. Framlei\u00f0endur ver\u00f0a a\u00f0 tileinka s\u00e9r stafr\u00e6na umbreytingu \u00fear sem kaup\u00f3skir \u00fer\u00f3ast og gangverki fyrirt\u00e6kja breytist. \u00deessi veruleiki er s\u00e9rstaklega \u00e1berandi \u00ed n\u00fdi\u00f0nv\u00e6ddum e\u00f0a \u00fer\u00f3unarl\u00f6ndum.<\/p>\n<p>RPA og IPA geta hj\u00e1lpa\u00f0 fyrirt\u00e6kjum \u00e1 \u00feessum svi\u00f0um a\u00f0 br\u00faa bili\u00f0 og b\u00e6ta ferla og skipulag \u00ed allri vir\u00f0iske\u00f0junni. Sj\u00e1lfvirk framlei\u00f0slupantanir, skilningur og a\u00f0l\u00f6gun a\u00f0 breyttum \u00f3skum vi\u00f0skiptavina, b\u00e6ta flutninga og draga \u00far s\u00f3un eru a\u00f0eins nokkur svi\u00f0 sem geta noti\u00f0 g\u00f3\u00f0s af gervigreindart\u00e6kjum.<\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Eru_greindur_ferli_sjalfvirkni_og_hyperautomation_thad_sama\"><\/span><strong>Eru greindur ferli sj\u00e1lfvirkni og hyperautomation \u00fea\u00f0 sama?<\/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 pr\u00f3f vs beta pr\u00f3f\" width=\"219\" height=\"366\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80.png 479w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80-180x300.png 180w\" sizes=\"(max-width: 219px) 100vw, 219px\" \/><\/p>\n<p>\u00de\u00f3 a\u00f0 margir s\u00e9rfr\u00e6\u00f0ingar noti greindur ferli sj\u00e1lfvirkni og <a href=\"https:\/\/www.zaptest.com\/hyperautomation\">ofsj\u00e1lfvirkni<\/a> til skiptis, \u00fe\u00e1 eru \u00feetta a\u00f0skilin hugt\u00f6k. Ruglingurinn er skiljanlegur. B\u00e1\u00f0ar greinarnar eru \u00ed fararbroddi vi\u00f0 sj\u00e1lfvirkniv\u00e6\u00f0ingu uppl\u00fdsingat\u00e6kni og vi\u00f0skiptaferla me\u00f0 \u00fev\u00ed a\u00f0 nota gervigreind og a\u00f0ra tengda t\u00e6kni. Hins vegar er nau\u00f0synlegt a\u00f0 skilja muninn \u00e1 \u00feessu tvennu.<\/p>\n<p>Eins og geti\u00f0 er h\u00e9r a\u00f0 ofan notar sj\u00e1lfvirkni greindra ferla bl\u00f6ndu af t\u00e6kni eins og gervigreind, ML, t\u00f6lvusj\u00f3n, vitsmunalegri, n\u00e1tt\u00farulegri m\u00e1lvinnslu og au\u00f0vita\u00f0 RPA.<\/p>\n<p>Ofsj\u00e1lfvirkni er aftur \u00e1 m\u00f3ti hugmyndafr\u00e6\u00f0i e\u00f0a n\u00e1lgun sem leitast vi\u00f0 a\u00f0 gera sj\u00e1lfvirkan eins marga vi\u00f0skiptaferla og m\u00f6gulegt er.<\/p>\n<p>Miki\u00f0 af ruglingnum stafar af \u00feeirri sta\u00f0reynd a\u00f0 IPA er hluti af ofsj\u00e1lfvirknin\u00e1lgun. Samt er ofsj\u00e1lfvirkni fl\u00f3knari, hra\u00f0ari \u00fatg\u00e1fa af IA me\u00f0 miklu meira umfang. \u00cd sta\u00f0 \u00feess a\u00f0 takast \u00e1 vi\u00f0 fasta ferla e\u00f0a verkefni vinnur ofsj\u00e1lfvirkni \u00fevert \u00e1 vettvang og t\u00e6kni til a\u00f0 h\u00e1marka skilvirkni fyrirt\u00e6kja.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"THar_sem_IPA_og_RPA_skerast_og_renna_saman\"><\/span><strong>\u00dear sem IPA og RPA skerast og renna saman<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"6b7666\" data-has-transparency=\"false\" style=\"--dominant-color: #6b7666;\" decoding=\"async\" class=\"aligncenter size-large wp-image-63782 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-1024x727.webp\" alt=\"Notkun RPA \u00ed fasteignum\" width=\"1024\" height=\"727\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-1024x727.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-300x213.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-768x546.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-1536x1091.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-400x284.webp 400w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-1080x767.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-1280x909.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-980x696.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-480x341.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/use-of-rpa-in-real-estate-jpeg.webp 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>Vi\u00f0 h\u00f6fum eytt miklu af \u00feessari grein \u00ed a\u00f0 kryfja hlutfallslega kosti IPA og RPA. \u00de\u00f3 a\u00f0 \u00fea\u00f0 s\u00e9 gagnlegt a\u00f0 gera greinarmun \u00e1 \u00feessari sj\u00e1lfvirkni t\u00e6kni, \u00fe\u00e1 er ekki alveg r\u00e9tt a\u00f0 hugsa um hana sem andst\u00e6\u00f0inga e\u00f0a samkeppnist\u00e6ki. Besta lei\u00f0in til a\u00f0 skilja getu \u00feeirra er sem \u00f3keypis sj\u00e1lfvirknit\u00e6ki.<\/p>\n<p>\u00dea\u00f0 eru nokkrir punktar \u00fear sem b\u00e6\u00f0i verkf\u00e6rin skerast.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_IPA_sem_lausn_a_takmorkunum_RPA\"><\/span><strong>#1. IPA sem lausn \u00e1 takm\u00f6rkunum RPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>\u00cd greininni <a href=\"https:\/\/www.researchgate.net\/publication\/327876172_How_to_Compete_in_the_Age_of_Artificial_Intelligence_Implementing_a_Collaborative_Human-Machine_Strategy_for_Your_Business\">How to Compete in the Age of Artificial Intelligence<\/a> (Mohanty og Vyas, 2018) fullyr\u00f0a h\u00f6fundarnir a\u00f0 &#8222;RPA v\u00e9lmenni munu gera n\u00e1kv\u00e6mlega \u00fea\u00f0 sem \u00fe\u00fa segir \u00feeim, \u00fea\u00f0 er mesti styrkur \u00feeirra, en einnig mesti veikleiki \u00feeirra.&#8220; \u00deetta vi\u00f0horf undirstrikar mikilv\u00e6gt atri\u00f0i um m\u00f6rk RPA: Eins og s\u00e9st af v\u00ed\u00f0t\u00e6kri sam\u00feykkt \u00feess er \u00fea\u00f0 nau\u00f0synlegt t\u00e6ki \u00e1 uppl\u00fdsinga\u00f6ld; Hins vegar \u00fe\u00fd\u00f0a \u00f3m\u00f3tu\u00f0 g\u00f6gn og \u00f3fyrirsj\u00e1anlegar a\u00f0st\u00e6\u00f0ur a\u00f0 fyrirt\u00e6ki geta ekki teki\u00f0 upp RPA lausnir fyrir hvert verkefni.<\/p>\n<h2><\/h2>\n<p style=\"text-align: left;\">V\u00e9ln\u00e1m getur hj\u00e1lpa\u00f0 til vi\u00f0 a\u00f0 auka getu RPA, s\u00e9rstaklega \u00e1 tveimur meginsvi\u00f0um. \u00deeir eru:<\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"1_Ad_takast_a_vid_omotud_gogn\"><\/span><strong>1. A\u00f0 takast \u00e1 vi\u00f0 \u00f3m\u00f3tu\u00f0 g\u00f6gn<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<h4><\/h4>\n<h4><span class=\"ez-toc-section\" id=\"2_Ad_opna_dyrnar_ad_akvardanatoku_i_haerri_rod\"><\/span><strong>2. A\u00f0 opna dyrnar a\u00f0 \u00e1kvar\u00f0anat\u00f6ku \u00ed h\u00e6rri r\u00f6\u00f0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>&nbsp;<\/p>\n<p>Eins og sta\u00f0an er n\u00fana eru RPA verkf\u00e6ri \u00f3f\u00e6r um ofangreint. Hins vegar, \u00feegar h\u00fan er aukin me\u00f0 gervigreind, getur sj\u00e1lfvirkni f\u00e6rst \u00e1 n\u00fdtt stig.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Sem_skref_i_att_ad_IPA_eda_ofsjalfvirkni_framkvaemd\"><\/span><strong>#2. Sem skref \u00ed \u00e1tt a\u00f0 IPA e\u00f0a ofsj\u00e1lfvirkni framkv\u00e6md<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>\u00dea\u00f0 er freistandi a\u00f0 l\u00edta \u00e1 RPA, IPA og ofursj\u00e1lfvirkni sem samfellu. En \u00fea\u00f0 g\u00e6ti veri\u00f0 \u00f6rl\u00edtil ofureinf\u00f6ldun \u00e1 m\u00e1linu. Sta\u00f0reyndin er s\u00fa a\u00f0 \u00f6ll fl\u00f3kin sj\u00e1lfvirknikerfi sem fela \u00ed s\u00e9r IPA e\u00f0a ofursj\u00e1lfvirkni munu treysta mj\u00f6g \u00e1 RPA. Sem sl\u00edk munu RPA verkf\u00e6ri enn vera b\u00e6\u00f0i vi\u00f0eigandi og nau\u00f0synleg innan \u00feessara h\u00e1\u00fer\u00f3u\u00f0u a\u00f0st\u00e6\u00f0na.<\/p>\n<p>\u00dear sem \u00feessi r\u00f6k eru traustari er \u00ed samhengi vi\u00f0 framkv\u00e6md. Lei\u00f0in til ofsj\u00e1lfvirkni krefst mikilla ranns\u00f3kna \u00e1 \u00fev\u00ed hva\u00f0a verkefni er h\u00e6gt a\u00f0 gera sj\u00e1lfvirk. A\u00f0 byrja \u00e1 RPA byggir traustan grunn fyrir \u00fe\u00e6r tegundir verkefna sem h\u00e6gt er a\u00f0 gera sj\u00e1lfvirkan. \u00dea\u00f0 gerir fyrirt\u00e6kjum kleift a\u00f0 byggja upp og pr\u00f3fa sj\u00e1lfvirkni vinnufl\u00e6\u00f0i sem \u00feau geta a\u00f0 lokum lengt og auki\u00f0 me\u00f0 IPA.<\/p>\n<p>Ofursj\u00e1lfvirkni er n\u00e1lgun sem felur \u00ed s\u00e9r a\u00f0 gera sj\u00e1lfvirkan allt sem m\u00f6gulegt er. Hvernig \u00fea\u00f0 l\u00edtur \u00fat mun vera mismunandi fr\u00e1 einu fyrirt\u00e6ki til annars. Innan sumra fyrirt\u00e6kja g\u00e6ti \u00fea\u00f0 fali\u00f0 \u00ed s\u00e9r RPA, sem n\u00fdtur a\u00f0sto\u00f0ar gervigreindar a\u00f0 litlu leyti; \u00cd \u00f6\u00f0rum g\u00e6ti \u00fea\u00f0 veri\u00f0 fullgild, alhli\u00f0a sj\u00e1lfvirkni v\u00e9l me\u00f0 l\u00e1gmarks mannlegu inntaki.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Forspargreining_og_akvardanataka\"><\/span><strong>#3. Forsp\u00e1rgreining og \u00e1kvar\u00f0anataka<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>RPA framkv\u00e6mir skilgreind verkefni bygg\u00f0 \u00e1 tilteknum kveikjum e\u00f0a inntakum. \u00deegar vi\u00f0 \u00edhugum nokkra kosti IPA, eins og vi\u00f0horfagreiningu, n\u00e1tt\u00farulega m\u00e1lvinnslu, t\u00f6lvusj\u00f3nt\u00e6kni og ML getu, er lj\u00f3st a\u00f0 t\u00e6knin mun geta s\u00e9\u00f0 um miki\u00f0 af s\u00f3\u00f0alegum g\u00f6gnum og breytt \u00feeim \u00ed skipulag\u00f0ar uppl\u00fdsingar sem geta \u00fej\u00f3na\u00f0 sem \u00feessar kveikjur e\u00f0a inntak.<\/p>\n<p>M\u00f6guleikarnir h\u00e9r eru yfir\u00feyrmandi. Eins og vi\u00f0 h\u00f6fum s\u00e9\u00f0 \u00ed l\u00e6knai\u00f0na\u00f0inum hafa ranns\u00f3knir s\u00fdnt a\u00f0 <a href=\"https:\/\/www.nature.com\/articles\/s41571-020-0329-7\">gervigreind st\u00f3\u00f0 sig betur en geislafr\u00e6\u00f0ingar \u00ed brj\u00f3stamyndat\u00f6ku.<\/a> N\u00e1kv\u00e6m ger\u00f0 \u00feessara sp\u00e1a krefst margra \u00e1ra reynslu og s\u00e9rfr\u00e6\u00f0i\u00feekkingar \u00e1 l\u00e9ni sem yfirgefur fyrirt\u00e6ki\u00f0 \u00feegar einhver l\u00e6tur af st\u00f6rfum e\u00f0a fer. RPA auki\u00f0 me\u00f0 gervigreind getur hj\u00e1lpa\u00f0 til vi\u00f0 a\u00f0 vinna bug \u00e1 \u00feessu reynslubili.<\/p>\n<p>\u00de\u00f3 a\u00f0 d\u00e6mi\u00f0 um brj\u00f3stamyndaskimun s\u00e9 \u00e1berandi, getur \u00e1vinningurinn af RPA og IPA \u00e1tt vi\u00f0 nokkrar a\u00f0rar vi\u00f0skiptastj\u00f3rnunara\u00f0st\u00e6\u00f0ur sem krefjast h\u00e1g\u00e6\u00f0a vitsmuna e\u00f0a \u00e1kvar\u00f0anat\u00f6ku. \u00deegar \u00feessum \u00e1kv\u00f6r\u00f0unum hefur veri\u00f0 n\u00e1\u00f0 geta \u00fe\u00e6r hrundi\u00f0 af sta\u00f0 a\u00f0ger\u00f0um ni\u00f0ur \u00e1 vi\u00f0 \u00ed gegnum RPA, sem f\u00e6rir \u00f3tr\u00falega framlei\u00f0ni til fj\u00f6lmargra fyrirt\u00e6kja.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Fimm_greindur_sjalfvirkni_verkfaeri\"><\/span><strong>Fimm greindur sj\u00e1lfvirkni verkf\u00e6ri<\/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 Automation f\u00f6runeyti\" 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>\u00dea\u00f0 eru nokkrir greindir sj\u00e1lfvirkni s\u00f6lua\u00f0ilar \u00e1 marka\u00f0num. Hver og einn b\u00fd\u00f0ur upp \u00e1 einstaka bl\u00f6ndu af mismunandi t\u00e6kni, a\u00f0fer\u00f0um og ver\u00f0i. Vi\u00f0 skulum kanna fimm af st\u00e6rstu n\u00f6fnunum \u00ed IA r\u00fdminu.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_ZAPTEST\"><\/span><strong>#1. ZAPTEST<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>ZAPTEST er endir-til-endir, fullur stafli, greindur sj\u00e1lfvirkni lausn sem b\u00fd\u00f0ur upp \u00e1 n\u00fdjustu ofsj\u00e1lfvirkni verkf\u00e6ri fyrir b\u00e6\u00f0i sj\u00e1lfvirkni hugb\u00fana\u00f0ar og sj\u00e1lfvirkni v\u00e9lf\u00e6raferla. \u00dea\u00f0 notar bl\u00f6ndu af t\u00f6lvusj\u00f3nt\u00e6kni og RPA til a\u00f0 hj\u00e1lpa notendum a\u00f0 uppg\u00f6tva og gera sj\u00e1lfvirkan b\u00e6\u00f0i fram- og bakvinnsluverkefni. Pallurinn hefur fram\u00farskarandi eiginleika eins og OCR og traust greiningart\u00e6ki. \u00dea\u00f0 kemur einnig me\u00f0 k\u00f3\u00f0alausa getu, \u00f3keypis og framtaks\u00fatg\u00e1fur, sj\u00e1lfvirkni yfir vettvang \/ vafra \u00ed hva\u00f0a forriti sem er, \u00f3takm\u00f6rku\u00f0 leyfi og ZAP s\u00e9rfr\u00e6\u00f0ingur \u00ed fullu starfi sem starfar sem hluti af teymum vi\u00f0skiptavinarins (innan Enterprise \u00fatg\u00e1funnar)<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_IBM_Cloud_Pak_fyrir_Business_Automation\"><\/span>#2. IBM Cloud Pak fyrir Business Automation<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>IBM Cloud Pak er m\u00e1t, blendingur sk\u00fd, greindur sj\u00e1lfvirkni lausn. \u00deessi end-to-end business automation vettvangur er pakka\u00f0ur me\u00f0 \u00fdmsum eiginleikum, \u00fear \u00e1 me\u00f0al sj\u00e1lfvirkni verkfl\u00e6\u00f0is, skjalavinnslu, vinnslu ferla og virkni \u00e1kvar\u00f0anastj\u00f3rnunar. \u00dea\u00f0 felur einnig \u00ed s\u00e9r verkf\u00e6ri me\u00f0 l\u00e1gum og engum k\u00f3\u00f0a og g\u00f3\u00f0an \u00fej\u00f3nustuver.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_UiPath_Business_Automation_Platform\"><\/span>#3. UiPath Business Automation Platform<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>UiPath hefur styrkt RPA tilbo\u00f0 sitt me\u00f0 snj\u00f6llum sj\u00e1lfvirkni fyrirt\u00e6kja. Pallurinn notar t\u00f6lvusj\u00f3nart\u00e6kni og eftirlitslaus v\u00e9lf\u00e6rafr\u00e6\u00f0i (\u00ed or\u00f0um \u00feeirra, &#8222;v\u00e9lmenni sem stj\u00f3rna v\u00e9lmennum&#8220;) til a\u00f0 n\u00e1 \u00feessum markmi\u00f0um. \u00deeir nota einnig vitsmunalegar endurb\u00e6tur til a\u00f0 skilja tungum\u00e1l og \u00f3m\u00f3tu\u00f0 g\u00f6gn. UiPath Business Automation Platform sam\u00fe\u00e6ttist vitsmunalegri \u00fej\u00f3nustu \u00feri\u00f0ja a\u00f0ila fr\u00e1 s\u00f6lua\u00f0ilum eins og IBM, Google og Microsoft.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_SS_C_Blar_Prisma_sky\"><\/span>#4. SS &amp;C Bl\u00e1r Prisma sk\u00fd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>SS &amp;C Blue Prism Cloud er annar sk\u00fdjabundinn greindur sj\u00e1lfvirkni vettvangur me\u00f0 IA getu. Fyrirt\u00e6ki\u00f0 b\u00fd\u00f0ur einnig upp \u00e1 greinda sj\u00e1lfvirkni \u00fej\u00f3nustu til a\u00f0 hj\u00e1lpa teymum a\u00f0 sj\u00e1 um innlei\u00f0ingu og vi\u00f0hald. Auk snjallra sj\u00e1lfvirkni v\u00e9lf\u00e6raferla, b\u00fd\u00f0ur Blue Prism Cloud einnig upp \u00e1 h\u00f6nnunarst\u00fad\u00ed\u00f3 \u00e1n k\u00f3\u00f0a, draga-og-sleppa h\u00f6nnunarst\u00fad\u00ed\u00f3i og stj\u00f3rnherbergi, sj\u00e1lfvirkni hlj\u00f3msveitara\u00f0ger\u00f0 verkfl\u00e6\u00f0is.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Microsoft_Power_Sjalfvirkt\"><\/span>#5. Microsoft Power Sj\u00e1lfvirkt<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Microsoft Power Automate, \u00e1\u00f0ur kalla\u00f0 Microsoft Flow, er \u00f6nnur sk\u00fdjabundin, greind sj\u00e1lfvirknilausn \u00e1n k\u00f3\u00f0a. Pakkinn b\u00fd\u00f0ur upp \u00e1 eiginleika sem kallast AI Builder sem er notendav\u00e6nn, stigst\u00e6r\u00f0 og au\u00f0velt a\u00f0 tengja. Mj\u00f6g augl\u00fdst 10 milljar\u00f0a dala fj\u00e1rfesting Microsoft \u00ed ChatGPT \u00fe\u00fd\u00f0ir a\u00f0 h\u00fan veitir n\u00e1tt\u00farulega tungum\u00e1lavinnslugetu \u00e1samt benda-og-smella vi\u00f0m\u00f3ti sem gerir teymum sem ekki eru t\u00e6knilegir kleift a\u00f0 byggja upp greindur sj\u00e1lfvirkni vinnufl\u00e6\u00f0is v\u00e9lf\u00e6rafr\u00e6\u00f0iferla.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Lokahugsanir\"><\/span><strong>Lokahugsanir<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-56711\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/03\/checklist-software-testing-processes-1024x683.jpeg\" alt=\"g\u00e1tlista hugb\u00fana\u00f0arpr\u00f3funarferli\" width=\"513\" height=\"342\"><\/p>\n<p>RPA og IPA eru a\u00f0skilin t\u00e6kni. Hins vegar eru \u00feeir innilega \u00f3keypis. Raunverulegur kraftur beggja t\u00e6kjanna liggur \u00ed getu \u00feeirra til a\u00f0 auka ekki a\u00f0eins mannlega starfsmenn heldur einnig hvert anna\u00f0. Eins og m\u00f6rg snj\u00f6ll d\u00e6mi um sj\u00e1lfvirkni s\u00fdna, er miki\u00f0 af kjarnavinnunni sem IA gerir kleift a\u00f0 framkv\u00e6ma af stafr\u00e6num starfsm\u00f6nnum og v\u00e9lmennum. \u00c1rangursr\u00edk sj\u00e1lfvirkni krefst \u00feess a\u00f0 brj\u00f3ta ni\u00f0ur og skilja n\u00faverandi verkfl\u00e6\u00f0i. RPA getur gert grein fyrir m\u00f6rgum af \u00feessum hlutum.<\/p>\n<p>Vi\u00f0 st\u00f6ndum \u00e1 \u00fer\u00f6skuldi spennandi t\u00edma \u00ed atvinnul\u00edfinu, \u00fear sem vitr\u00e6n geta mannlegrar getu veri\u00f0 b\u00e6tt vi\u00f0 gervigreind. Stafr\u00e6n umbreyting er r\u00e9ttilega forgangsverkefni fyrirt\u00e6kja \u00ed \u00fer\u00f3u\u00f0um og \u00fer\u00f3unarl\u00f6ndum. Innlei\u00f0ing IPA- og RPA-verkf\u00e6ra ver\u00f0ur mikilv\u00e6gur \u00fe\u00e1ttur \u00ed \u00feessum umskiptum og skapar \u00f3l\u00fdsanlega framlei\u00f0ni.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00cd hinni \u00e1g\u00e6tu grein, From Robotic Process Automation to Intelligent Process Automation (Chakraborti, 2020), veltir h\u00f6fundur fyrir s\u00e9r hvernig Robotic Process Automation (RPA) hefur \u00e1 s\u00ed\u00f0asta \u00e1ratug \u00fdtt undir skilvirkni vi\u00f0skiptaferla \u00e1 heillandi h\u00e1tt. Hins vegar bendir hann \u00e1 a\u00f0 vi\u00f0 sitjum n\u00fa \u00e1 &#8222;beygingarpunkti&#8220; innan \u00feessarar t\u00e6kni\u00fer\u00f3unar, \u00fear sem greind sj\u00e1lfvirkni kemur fram sem [&hellip;]<\/p>\n","protected":false},"author":14624,"featured_media":64859,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"none","_seopress_titles_title":"Intelligent Process Automation vs RPA- Mismunur\/sk\u00f6run","_seopress_titles_desc":"Fr\u00e1 \u00fev\u00ed sem \u00feeir eru, ferlum sem \u00feeir gera sj\u00e1lfvirkan, hvernig \u00feeir eru mismunandi og skerast, til verkf\u00e6ra, l\u00e6ra allt um Intelligent Process Automation vs RPA umr\u00e6\u00f0una.","_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":[483],"tags":[],"class_list":{"0":"post-64892","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ai-is"},"acf":{"short_name":"Greindur ferli sj\u00e1lfvirkni vs RPA"},"_links":{"self":[{"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/posts\/64892","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/users\/14624"}],"replies":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/comments?post=64892"}],"version-history":[{"count":0,"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/posts\/64892\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/media\/64859"}],"wp:attachment":[{"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/media?parent=64892"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/categories?post=64892"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/tags?post=64892"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}