{"id":65353,"date":"2023-09-01T19:31:43","date_gmt":"2023-09-01T19:31:43","guid":{"rendered":"https:\/\/www.zaptest.com\/ahrif-gervigreindar-i-sjalfvirkni-velfaeraferla-yfirgripsmikil-umraeda-um-samleitni-gervigreindar-og-rpa"},"modified":"2023-09-01T19:31:43","modified_gmt":"2023-09-01T19:31:43","slug":"ahrif-gervigreindar-i-sjalfvirkni-velfaeraferla-yfirgripsmikil-umraeda-um-samleitni-gervigreindar-og-rpa","status":"publish","type":"post","link":"https:\/\/dev.zaptest.com\/is\/ahrif-gervigreindar-i-sjalfvirkni-velfaeraferla-yfirgripsmikil-umraeda-um-samleitni-gervigreindar-og-rpa","title":{"rendered":"\u00c1hrif gervigreindar \u00ed sj\u00e1lfvirkni v\u00e9lf\u00e6raferla &#8211; yfirgripsmikil umr\u00e6\u00f0a um samleitni gervigreindar og RPA"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Robotic Process Automation er fl\u00f3ttalest. Samkv\u00e6mt Deloitte mun t\u00e6knin n\u00e1  <\/span><a href=\"https:\/\/www2.deloitte.com\/ro\/en\/pages\/technology-media-and-telecommunications\/articles\/deloitte-global-rpa-survey.html\"><span style=\"font-weight: 400;\">N\u00e1nast almenn sam\u00feykkt fyrir \u00e1ri\u00f0 2025.<\/span><\/a><span style=\"font-weight: 400;\">  Hins vegar, bara vegna \u00feess a\u00f0 RPA er r\u00e1\u00f0andi \u00ed vi\u00f0skiptal\u00edfinu, \u00fe\u00fd\u00f0ir \u00fea\u00f0 ekki a\u00f0 \u00fea\u00f0 muni h\u00e6tta a\u00f0 \u00fer\u00f3ast.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Vi\u00f0 st\u00f6ndum \u00e1 spennandi t\u00e6knilegum t\u00edmam\u00f3tum. Framfarir \u00ed gervigreind \u00e1 undanf\u00f6rnum \u00e1rum hafa veri\u00f0 \u00f3v\u00e6ntar. ChatGPT og annars konar generative AI hafa fanga\u00f0 vitund almennings. En \u00feessi spennandi t\u00e6kni er a\u00f0eins ein birtingarmynd m\u00f6guleika gervigreindar.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">RPA er einfalt en \u00e1hrifar\u00edkt t\u00e6ki. Hins vegar veitir samleitni RPA og gervigreindar endalaus t\u00e6kif\u00e6ri til n\u00fdsk\u00f6punar. Samtals gervigreindarkn\u00fain \u00fej\u00f3nusta vi\u00f0 vi\u00f0skiptavini, greiningardrifin \u00e1kvar\u00f0anataka og sj\u00e1lfvirkni \u00feekkingarvinnu eru a\u00f0eins nokkur d\u00e6mi um gervigreind \u00ed RPA.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Eftir \u00fev\u00ed sem t\u00e6kninni fleygir fram mun Cognitive Robotic Process Automation breyta e\u00f0li vinnu \u00e1 \u00feann h\u00e1tt sem vi\u00f0 getum varla \u00edmynda\u00f0 okkur. Vi\u00f0 skulum kanna hvernig gervigreind me\u00f0 RPA hefur \u00feegar \u00fdtt m\u00f6rkum sj\u00e1lfvirkni \u00e1\u00f0ur en vi\u00f0 veltum fyrir okkur framt\u00ed\u00f0ar\u00e1hrifum \u00feess.<\/span><\/p>\n<p>&nbsp;<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 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:\/\/dev.zaptest.com\/is\/ahrif-gervigreindar-i-sjalfvirkni-velfaeraferla-yfirgripsmikil-umraeda-um-samleitni-gervigreindar-og-rpa\/#Mork_RPA\" >M\u00f6rk RPA<\/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:\/\/dev.zaptest.com\/is\/ahrif-gervigreindar-i-sjalfvirkni-velfaeraferla-yfirgripsmikil-umraeda-um-samleitni-gervigreindar-og-rpa\/#1_Erfitt_er_ad_stjorna_sjalfvirkni_vidskipta\" >1. Erfitt er a\u00f0 stj\u00f3rna sj\u00e1lfvirkni vi\u00f0skipta<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/dev.zaptest.com\/is\/ahrif-gervigreindar-i-sjalfvirkni-velfaeraferla-yfirgripsmikil-umraeda-um-samleitni-gervigreindar-og-rpa\/#2_RPA_glimir_vid_omotud_gogn\" >2. RPA gl\u00edmir vi\u00f0 \u00f3m\u00f3tu\u00f0 g\u00f6gn<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/dev.zaptest.com\/is\/ahrif-gervigreindar-i-sjalfvirkni-velfaeraferla-yfirgripsmikil-umraeda-um-samleitni-gervigreindar-og-rpa\/#3_RPA_bydur_upp_a_stigstaerdaraskoranir\" >3. RPA b\u00fd\u00f0ur upp \u00e1 stigst\u00e6r\u00f0ar\u00e1skoranir<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/dev.zaptest.com\/is\/ahrif-gervigreindar-i-sjalfvirkni-velfaeraferla-yfirgripsmikil-umraeda-um-samleitni-gervigreindar-og-rpa\/#Sjalfvirkni_velfaeraferla_og_gervigreind\" >Sj\u00e1lfvirkni v\u00e9lf\u00e6raferla og gervigreind:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/dev.zaptest.com\/is\/ahrif-gervigreindar-i-sjalfvirkni-velfaeraferla-yfirgripsmikil-umraeda-um-samleitni-gervigreindar-og-rpa\/#Fullkomin_samsvorun\" >Fullkomin samsv\u00f6run<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/dev.zaptest.com\/is\/ahrif-gervigreindar-i-sjalfvirkni-velfaeraferla-yfirgripsmikil-umraeda-um-samleitni-gervigreindar-og-rpa\/#1_RPA_med_Optical_Character_Recognition\" >1. RPA me\u00f0 Optical Character Recognition<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/dev.zaptest.com\/is\/ahrif-gervigreindar-i-sjalfvirkni-velfaeraferla-yfirgripsmikil-umraeda-um-samleitni-gervigreindar-og-rpa\/#2_Velanam_og_RPA\" >2. V\u00e9lan\u00e1m og RPA<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/dev.zaptest.com\/is\/ahrif-gervigreindar-i-sjalfvirkni-velfaeraferla-yfirgripsmikil-umraeda-um-samleitni-gervigreindar-og-rpa\/#3_RPA_med_djupnami\" >3. RPA me\u00f0 dj\u00fapn\u00e1mi<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/dev.zaptest.com\/is\/ahrif-gervigreindar-i-sjalfvirkni-velfaeraferla-yfirgripsmikil-umraeda-um-samleitni-gervigreindar-og-rpa\/#4_RPA_og_myndgreining\" >4. RPA og myndgreining<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/dev.zaptest.com\/is\/ahrif-gervigreindar-i-sjalfvirkni-velfaeraferla-yfirgripsmikil-umraeda-um-samleitni-gervigreindar-og-rpa\/#5_RPA_med_generative_AI\" >5. RPA me\u00f0 generative AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/dev.zaptest.com\/is\/ahrif-gervigreindar-i-sjalfvirkni-velfaeraferla-yfirgripsmikil-umraeda-um-samleitni-gervigreindar-og-rpa\/#6_Maett_sjalfvirkni\" >6. M\u00e6tt sj\u00e1lfvirkni<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/dev.zaptest.com\/is\/ahrif-gervigreindar-i-sjalfvirkni-velfaeraferla-yfirgripsmikil-umraeda-um-samleitni-gervigreindar-og-rpa\/#7_Sjalfgraedandi_velmenni\" >7. Sj\u00e1lfgr\u00e6\u00f0andi v\u00e9lmenni<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/dev.zaptest.com\/is\/ahrif-gervigreindar-i-sjalfvirkni-velfaeraferla-yfirgripsmikil-umraeda-um-samleitni-gervigreindar-og-rpa\/#8_Snjoll_vinnsla_namuvinnslu\" >8. Snj\u00f6ll vinnsla n\u00e1muvinnslu<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/dev.zaptest.com\/is\/ahrif-gervigreindar-i-sjalfvirkni-velfaeraferla-yfirgripsmikil-umraeda-um-samleitni-gervigreindar-og-rpa\/#9_Sjalfvirkni_hugbunadarprofa\" >9. Sj\u00e1lfvirkni hugb\u00fana\u00f0arpr\u00f3fa<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/dev.zaptest.com\/is\/ahrif-gervigreindar-i-sjalfvirkni-velfaeraferla-yfirgripsmikil-umraeda-um-samleitni-gervigreindar-og-rpa\/#10_RPA_greind_sjalfvirkni\" >10. RPA greind sj\u00e1lfvirkni<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/dev.zaptest.com\/is\/ahrif-gervigreindar-i-sjalfvirkni-velfaeraferla-yfirgripsmikil-umraeda-um-samleitni-gervigreindar-og-rpa\/#Hvernig_gervigreindarknuid_RPA_mun_breyta_framtidinni\" >Hvernig gervigreindarkn\u00fai\u00f0 RPA mun breyta framt\u00ed\u00f0inni<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/dev.zaptest.com\/is\/ahrif-gervigreindar-i-sjalfvirkni-velfaeraferla-yfirgripsmikil-umraeda-um-samleitni-gervigreindar-og-rpa\/#vinnu_og_samfelags\" >vinnu og samf\u00e9lags<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/dev.zaptest.com\/is\/ahrif-gervigreindar-i-sjalfvirkni-velfaeraferla-yfirgripsmikil-umraeda-um-samleitni-gervigreindar-og-rpa\/#1_Idnadur_40\" >1. I\u00f0na\u00f0ur 4,0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/dev.zaptest.com\/is\/ahrif-gervigreindar-i-sjalfvirkni-velfaeraferla-yfirgripsmikil-umraeda-um-samleitni-gervigreindar-og-rpa\/#2_Ofsjalfvirkni\" >2. Ofsj\u00e1lfvirkni<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/dev.zaptest.com\/is\/ahrif-gervigreindar-i-sjalfvirkni-velfaeraferla-yfirgripsmikil-umraeda-um-samleitni-gervigreindar-og-rpa\/#3_Minna_treyst_a_serfraedinga\" >3. Minna treyst \u00e1 s\u00e9rfr\u00e6\u00f0inga<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/dev.zaptest.com\/is\/ahrif-gervigreindar-i-sjalfvirkni-velfaeraferla-yfirgripsmikil-umraeda-um-samleitni-gervigreindar-og-rpa\/#4_Aukin_skilvirkni_stjornvalda\" >4. Aukin skilvirkni stj\u00f3rnvalda<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/dev.zaptest.com\/is\/ahrif-gervigreindar-i-sjalfvirkni-velfaeraferla-yfirgripsmikil-umraeda-um-samleitni-gervigreindar-og-rpa\/#Lokahugsanir\" >Lokahugsanir<\/a><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Mork_RPA\"><\/span><strong>M\u00f6rk RPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"6a6c6f\" data-has-transparency=\"false\" style=\"--dominant-color: #6a6c6f;\" decoding=\"async\" class=\"aligncenter wp-image-65278 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/09\/AI-vs.-RPA-1024x784.webp\" alt=\"Gervigreind \u00e1 m\u00f3ti RPA\" width=\"604\" height=\"462\" srcset=\"https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/09\/AI-vs.-RPA-1024x784.webp 1024w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/09\/AI-vs.-RPA-300x230.webp 300w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/09\/AI-vs.-RPA-768x588.webp 768w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/09\/AI-vs.-RPA-1536x1176.webp 1536w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/09\/AI-vs.-RPA-1080x827.webp 1080w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/09\/AI-vs.-RPA-1280x980.webp 1280w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/09\/AI-vs.-RPA-980x750.webp 980w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/09\/AI-vs.-RPA-480x368.webp 480w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/09\/AI-vs.-RPA-jpeg.webp 1920w\" sizes=\"(max-width: 604px) 100vw, 604px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">\u00datbreidd sam\u00feykkt RPA er vitnisbur\u00f0ur um gagnsemi \u00feess. T\u00e6knin hefur hj\u00e1lpa\u00f0 \u00f3teljandi fyrirt\u00e6kjum a\u00f0 n\u00e1 n\u00fdjum framlei\u00f0slustigum, skilvirkni, og n\u00e1kv\u00e6mni me\u00f0 \u00fev\u00ed a\u00f0 gera sj\u00e1lfvirkan einu sinni handvirk verkefni. Hins vegar, eins og \u00f6ll t\u00e6kni, hefur h\u00fan efri m\u00f6rk.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Erfitt_er_ad_stjorna_sjalfvirkni_vidskipta\"><\/span><strong>1. Erfitt er a\u00f0 stj\u00f3rna sj\u00e1lfvirkni vi\u00f0skipta<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u00de\u00f3 a\u00f0 RPA v\u00e9lmenni muni dyggilega mala \u00ed burtu vi\u00f0 ferla, \u00fe\u00e1 \u00feurfa \u00feeir sm\u00e1 stj\u00f3rnun og vi\u00f0hald. Til d\u00e6mis, \u00feegar inntak e\u00f0a framlei\u00f0sla breytist, ver\u00f0ur a\u00f0 endurstilla v\u00e9lmenni til a\u00f0 takast \u00e1 vi\u00f0 \u00feessar \u00f6rl\u00edti\u00f0 breytilegu a\u00f0st\u00e6\u00f0ur. \u00cd kraftmiklu vinnuumhverfi getur \u00feetta t\u00e6mt fj\u00e1rmagn og t\u00edma.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_RPA_glimir_vid_omotud_gogn\"><\/span><strong>2. RPA gl\u00edmir vi\u00f0 \u00f3m\u00f3tu\u00f0 g\u00f6gn<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">RPA verkf\u00e6ri eru sm\u00ed\u00f0u\u00f0 til a\u00f0 framkv\u00e6ma verkefni me\u00f0 \u00fev\u00ed a\u00f0 nota ef\/\u00fe\u00e1\/annars r\u00f6kfr\u00e6\u00f0i. Sem sl\u00edkir treysta \u00feeir \u00e1 fyrirsj\u00e1anlega gagnager\u00f0. \u00d6ll afbrig\u00f0i e\u00f0a breyting me\u00f0 inntaksg\u00f6gnum mun valda villum e\u00f0a undantekningum vegna \u00feess a\u00f0 \u00feau eru utan skilgreindra gilda sem l\u00e1ni er b\u00faist vi\u00f0 a\u00f0 f\u00e1.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_RPA_bydur_upp_a_stigstaerdaraskoranir\"><\/span><strong>3. RPA b\u00fd\u00f0ur upp \u00e1 stigst\u00e6r\u00f0ar\u00e1skoranir<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">A\u00f0 hluta til vegna \u00e1st\u00e6\u00f0na sem vi\u00f0 h\u00f6fum skr\u00e1\u00f0 h\u00e9r a\u00f0 ofan getur veri\u00f0 erfitt a\u00f0 st\u00e6kka RPA ferlana \u00fe\u00edna. Hvert ferli ver\u00f0ur a\u00f0 vera sk\u00fdrt skilgreint, stj\u00f3rna\u00f0 og vi\u00f0haldi\u00f0, en skortur \u00e1 a\u00f0l\u00f6gunarh\u00e6fni RPA getur einnig valdi\u00f0 vandam\u00e1lum.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Takmarkanir RPA eru ekki eitthva\u00f0 til a\u00f0 hafa \u00e1hyggjur af. RPA me\u00f0 gervigreindara\u00f0sto\u00f0 getur sigrast \u00e1 \u00f6llum \u00feessum takm\u00f6rkunum \u00e1 sama t\u00edma og \u00fea\u00f0 opnar n\u00fdja og spennandi sj\u00e1lfvirknim\u00f6guleika.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><strong>H\u00e9r er hvernig RPA me\u00f0 gervigreind hefur breytt sj\u00e1lfvirkni.<\/strong><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Sjalfvirkni_velfaeraferla_og_gervigreind\"><\/span><strong>Sj\u00e1lfvirkni v\u00e9lf\u00e6raferla og gervigreind:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Fullkomin_samsvorun\"><\/span><strong>Fullkomin samsv\u00f6run<\/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 l\u00edft\u00edmi &amp; ferli - 10 skref til a\u00f0 innlei\u00f0a sj\u00e1lfvirkni v\u00e9lf\u00e6raferla\" width=\"597\" height=\"398\" srcset=\"https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-1024x683.webp 1024w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-300x200.webp 300w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-768x512.webp 768w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-1536x1024.webp 1536w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-1080x720.webp 1080w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-1280x853.webp 1280w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-980x653.webp 980w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-480x320.webp 480w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/09\/RPA-Lifecycle-Process-10-Steps-to-Implementing-Robotic-Process-Automation-jpeg.webp 1920w\" sizes=\"(max-width: 597px) 100vw, 597px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">RPA, \u00ed h\u00f6nnun, er einfalt og \u00f3broti\u00f0 t\u00e6ki, a\u00f0 minnsta kosti \u00e1 notendastigi. \u00dea\u00f0 er byggt til a\u00f0 vera a\u00f0gengilegt teymum sem ekki eru t\u00e6knilegir. Sem sl\u00edkt framkv\u00e6mir \u00fea\u00f0 lei\u00f0beiningarnar sem \u00fea\u00f0 er gefi\u00f0 \u00e1 stj\u00f3rna\u00f0an h\u00e1tt. \u00dea\u00f0 er undir m\u00f6nnum komi\u00f0 a\u00f0 bera kennsl \u00e1 \u00feessa ferla og beina RPA a\u00f0 framkv\u00e6ma skipanir.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Au\u00f0vita\u00f0 getur \u00fea\u00f0 or\u00f0i\u00f0 \u00f3m\u00f6gulegt a\u00f0 \u00fatlista skref-fyrir-skref lei\u00f0beiningar, mi\u00f0a\u00f0 vi\u00f0 n\u00e6gilegt fl\u00e6kjustig \u2013 \u00feess vegna er sameining RPA og gervigreindar framt\u00ed\u00f0 sj\u00e1lfvirkni.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_RPA_med_Optical_Character_Recognition\"><\/span><strong>1. RPA me\u00f0 Optical Character Recognition<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u00cd <\/span><a href=\"https:\/\/ieeexplore.ieee.org\/document\/9532902\"><br \/>\n  <span style=\"font-weight: 400;\">V\u00e9lf\u00e6rafr\u00e6\u00f0i A\u00f0fer\u00f0 Sj\u00e1lfvirkni me\u00f0 AI og OCR til a\u00f0 b\u00e6ta vi\u00f0skiptaferli<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  (Shidaganti, 2021), h\u00f6fundur gerir grein fyrir takm\u00f6rkunum RPA og leggur til: &#8222;Allar breytingar \u00e1 sj\u00e1lfvirka ferlinu krefjast beinna breytinga \u00e1 RPA forritinu.&#8220; Shidaganti leggur til gervigreind sem lausnina \u00e1 \u00feessu ferli og f\u00e6rir r\u00f6k fyrir Optical Character Recognition (OCR) sem grundvallaraukningu RPA.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Reyndar hefur OCR haft \u00e1hrif \u00e1 fyrirt\u00e6ki me\u00f0 \u00fev\u00ed a\u00f0 opna RPA fyrir \u00f3m\u00f3tu\u00f0um g\u00f6gnum. AI-kn\u00fain RPA OCR verkf\u00e6ri geta lesi\u00f0 uppl\u00fdsingar \u00far prentu\u00f0um skj\u00f6lum og jafnvel skrifu\u00f0um texta. \u00dea\u00f0 eru \u00ferj\u00fa megint\u00e6kif\u00e6ri fyrir RPA sem OCR sam\u00fe\u00e6tting au\u00f0veldar.<\/span><\/p>\n<ul>\n<li><span style=\"font-weight: 400;\">OCR k\u00f3\u00f0ar skipul\u00f6g\u00f0 g\u00f6gn, sem gerir RPA kleift a\u00f0 vinna me\u00f0 \u00f3fyrirsj\u00e1anlegum inntakum<\/span><\/li>\n<li><span style=\"font-weight: 400;\">RPA getur gert sj\u00e1lfvirkan fjarst\u00fdr\u00f0ar v\u00e9lar me\u00f0 \u00fev\u00ed a\u00f0 r\u00e1\u00f0a hva\u00f0 er a\u00f0 gerast \u00e1 skj\u00e1m \u00feeirra<\/span><\/li>\n<li><span style=\"font-weight: 400;\">OCR, \u00ed tengslum vi\u00f0 v\u00e9lan\u00e1m, getur hj\u00e1lpa\u00f0 til vi\u00f0 a\u00f0 \u00feekkja vi\u00f0skiptavini \u00fe\u00edna (KYC), peninga\u00fev\u00e6tti (AML) og uppg\u00f6tvun svika me\u00f0 \u00fev\u00ed a\u00f0 skanna skj\u00f6l. N\u00e1m og \u00e1kvar\u00f0anir t\u00e6kninnar geta samlagast RPA, sem gerir kleift a\u00f0 opna reikning hra\u00f0ar, um bor\u00f0, l\u00e1na\u00e1kvar\u00f0anir og svo framvegis.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Velanam_og_RPA\"><\/span><strong>2. V\u00e9lan\u00e1m og RPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Sj\u00e1lfvirkni v\u00e9lf\u00e6raferla og v\u00e9lan\u00e1m eru anna\u00f0 d\u00e6mi um notkun gervigreindar til a\u00f0 vinna bug \u00e1 e\u00f0lisl\u00e6gum takm\u00f6rkunum RPA. Allt aftur til \u00e1rsins 2016 h\u00f6f\u00f0u sj\u00e1lfvirkni s\u00e9rfr\u00e6\u00f0ingar \u00ed tryggingai\u00f0na\u00f0inum bent \u00e1  <\/span><a href=\"https:\/\/www.ma.imperial.ac.uk\/~dbrigo\/roboticsinsurance.pdf\"><span style=\"font-weight: 400;\">m\u00f6guleikarnir \u00e1 sj\u00e1lfvirkni vitsmunalegra v\u00e9lf\u00e6raferla (RPA).<\/span><\/a><span style=\"font-weight: 400;\">  \u00cd \u00feeirri grein fjalla h\u00f6fundarnir um &#8222;sj\u00e1lfst\u00e6tt hagr\u00e6\u00f0ingu \u00fej\u00f3nustu vi\u00f0 vi\u00f0skiptavini, ver\u00f0lagningu l\u00e1na, fj\u00e1rm\u00e1lar\u00e1\u00f0gj\u00f6f e\u00f0a kr\u00f6fur e\u00f0a me\u00f0h\u00f6ndlun kvartana&#8220; sem m\u00f6gulegan sj\u00f3ndeildarhring.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00cd \u00fev\u00ed sem hl\u00fdtur a\u00f0 \u00fej\u00f3na sem merki um framfarir er \u00e1hugavert a\u00f0 sj\u00e1 hvernig v\u00e9lf\u00e6rafr\u00e6\u00f0i sj\u00e1lfvirkni v\u00e9lan\u00e1msverkf\u00e6ri hafa or\u00f0i\u00f0 algeng \u00e1 stuttum t\u00edma.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Machine Learning er alls sta\u00f0ar. \u00dea\u00f0 l\u00fdsir ferlinu vi\u00f0 a\u00f0 kenna v\u00e9l a\u00f0 framkv\u00e6ma verkefni me\u00f0 sk\u00fdrum forritunarlei\u00f0beiningum. Eins og \u00fe\u00fa kannski veist felur \u00feetta \u00ed s\u00e9r v\u00e9lar sem nota reiknirit til a\u00f0 greina og finna mynstur innan gagnasafns. \u00deegar h\u00fan hefur veri\u00f0 \u00fej\u00e1lfu\u00f0 getur v\u00e9lin unni\u00f0 \u00far \u00f6\u00f0rum g\u00f6gnum og framleitt inns\u00fdn og sp\u00e1r.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">RPA og v\u00e9lan\u00e1m passa vel saman vegna \u00feess a\u00f0 \u00fea\u00f0 \u00fe\u00fd\u00f0ir a\u00f0 RPA ver\u00f0ur snjallari, lei\u00f0andi og f\u00e6r um a\u00f0 takast \u00e1 vi\u00f0 \u00f3m\u00f3tu\u00f0 g\u00f6gn.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_RPA_med_djupnami\"><\/span><strong>3. RPA me\u00f0 dj\u00fapn\u00e1mi<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Machine Learning er undirmengi gervigreindar, en dj\u00fapn\u00e1m er undirmengi v\u00e9lan\u00e1ms. Munurinn \u00e1 dj\u00fapn\u00e1mi og v\u00e9lan\u00e1mi er kannski l\u00famskur fyrir sumt f\u00f3lk, en \u00fea\u00f0 er \u00feess vir\u00f0i a\u00f0 kanna. V\u00e9ln\u00e1m er \u00fej\u00e1lfa\u00f0 \u00ed g\u00f6gnum til a\u00f0 hj\u00e1lpa til vi\u00f0 \u00e1kvar\u00f0anir og sp\u00e1r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">  Hins vegar skortir t\u00e6knina venjulega getu til a\u00f0 b\u00e6ta sig \u00e1 eigin sp\u00fdtur me\u00f0 t\u00edmanum. Aftur \u00e1 m\u00f3ti felur dj\u00fapn\u00e1m \u00ed s\u00e9r notkun tauganeta til a\u00f0 l\u00e6ra og b\u00e6ta \u00e1rangur \u00feess. Me\u00f0 \u00f6\u00f0rum or\u00f0um, \u00fe\u00f6kk s\u00e9 dj\u00fapn\u00e1mi, sameinast RPA og ML til a\u00f0 byggja upp sj\u00e1lfvirkni sem ver\u00f0ur betri me\u00f0 reynslunni.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Au\u00f0vita\u00f0 \u00fearf dj\u00fapn\u00e1m \u00f3tr\u00falegt magn gagna til a\u00f0 framkv\u00e6ma \u00feessa a\u00f0ger\u00f0. \u00cd \u00fev\u00ed sem er anna\u00f0 d\u00e6mi um dj\u00fapt saml\u00edf milli AI og RPA, eru v\u00e9lmenni tilvalin til a\u00f0 hj\u00e1lpa vi\u00f0 erfi\u00f0a ferli\u00f0 vi\u00f0 a\u00f0 safna \u00feessum \u00fej\u00e1lfunarg\u00f6gnum. RPA verkf\u00e6ri geta fengi\u00f0 a\u00f0gang a\u00f0 \u00fdmsum vefs\u00ed\u00f0um og \u00f6\u00f0rum uppl\u00fdsingageymslum til a\u00f0 safna \u00feessum uppl\u00fdsingum og tryggja a\u00f0 Deep Learning reikniriti\u00f0 hafi n\u00f3g af g\u00f6gnum til a\u00f0 b\u00e6ta.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Dj\u00fapn\u00e1m gerir v\u00e9lmennum einnig kleift a\u00f0 n\u00fdta kosti forsp\u00e1rgreiningar. \u00deegar RPA lendir \u00ed undantekningum getur \u00fea\u00f0 passa\u00f0 \u00fe\u00e6r vi\u00f0 v\u00e6ntanleg e\u00f0a \u00f3v\u00e6nt mynstur, sem \u00fatilokar a\u00f0 treysta \u00e1 mannlega \u00edhlutun.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00deegar snjallir v\u00e9lmenni geta teki\u00f0 gagnadrifnar \u00e1kvar\u00f0anir geta \u00feeir brug\u00f0ist vi\u00f0 vi\u00f0skiptavinum \u00e1 sem bestan h\u00e1tt. D\u00e6mi um \u00feessi forrit innan RPA eru vi\u00f0horfagreiningart\u00e6ki sem nota n\u00e1tt\u00farulega m\u00e1lvinnslu (NLP) til a\u00f0 afk\u00f3\u00f0a skap neytenda. Aftur \u00e1 m\u00f3ti geta v\u00e9lmenni m\u00f3ta\u00f0 vi\u00f0br\u00f6g\u00f0 s\u00edn til a\u00f0 sl\u00e1 vi\u00f0eigandi athugasemd. \u00deessi kraftur getur gert miki\u00f0 til a\u00f0 vinna bug \u00e1 bilinu milli sam\u00fa\u00f0arfullrar \u00fej\u00f3nustu vi\u00f0 vi\u00f0skiptavini manna og v\u00e9lr\u00e6ns valkosts \u00feess.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_RPA_og_myndgreining\"><\/span><strong>4. RPA og myndgreining<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">P\u00f6run RPA vi\u00f0 myndgreiningarhugb\u00fana\u00f0 er anna\u00f0 d\u00e6mi um notkun gervigreindar til a\u00f0 vinna bug \u00e1 vanh\u00e6fni RPA til a\u00f0 takast \u00e1 vi\u00f0 s\u00f3\u00f0aleg e\u00f0a \u00f3m\u00f3tu\u00f0 g\u00f6gn. \u00cd bla\u00f0inu  <\/span><a href=\"https:\/\/pdf.sciencedirectassets.com\/280203\/1-s2.0-S1877050922X00161\/1-s2.0-S1877050922017616\/main.pdf?X-Amz-Security-Token=IQoJb3JpZ2luX2VjEA8aCXVzLWVhc3QtMSJHMEUCIEuUMh3a5WW5fXmhw0IFpxHDtt2gWniLP43qoZ1aLcZEAiEAyCagZ9kgzfr1D1eQtk7ih6z8jIp67S7thrzTs6lsS74quwUI2P%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FARAFGgwwNTkwMDM1NDY4NjUiDDaFmkwWSu5cy%2FHptiqPBZuSfYYDja5z8F9uqxwHnvRYjMxR0r5%2BSfMTzryExnapZOKun95qKMkMTXPpgUoqjKxO0FVGdngfY8hL7RYvyiJczPhGO%2F4GFA2kf1hwgQw50a2PrPBxSjKF4cidFuZtnamulWeGQcJ%2FvPSsdiE6RZXTwJDCQGsEHaX4J%2Fh5zjEA%2FRL86YGh6T0BECyXiZYZEov4FHHFKe4faeF%2BNVrv0S58GaQKUa2de9OjCyB0ZzHkDAkv3z6ezxegUj%2B%2Fto%2ByS4M8rCRDoSxFHZa9XJTqyuY2bMtRSGKMW9%2BigY23OKPufBDMDmOGYsq1GCgXBC5u2KQq26PfujXxGqdFzQitge0yDY51vynTBN0i9%2Fr5%2FP2SetihBxEJx1IZ6UTcXTxylyU6gbnX8YNpj6M5g%2FiBuvLOtSwDCp1ZgIIHI581HcEM2ofZ%2FTefHIFSCc9agRhJ9THEdxXWGOP069UpL8d%2F3sCVig6aaew8DR6Z%2FO51x9T6u34tUXSV4pBeEIpxbm%2BcEBHDZRX5Y4BGWambz9g7v6waul%2B%2FsRgeaebgB9TUHoCvMWlL4d8auuI5v2KveAm1JSyMwS4idqGlKZofqEWbrtLVap7Ebrb0ap%2BqT7APQmEgxAt%2B1ETUuOAMMnzouDuIQvE8uwGt2Z3G4RmR1i313jzquKfYKs%2F%2Fgn2AMyv4s10WgCo1R%2F836DNQO3hu8xirlZwW499x7By6vdc%2FnD060V12fce61t5MPiP%2FLnj85U5sR%2BVffeSVXXUqZ%2B0OpI7jRl0sGfJSgEmrOW0dNSkGZdZEkmWwoAjVv%2Fi6gGtzUPvpEYUcYCU5hf7%2BVct0Ch98nlEyfUfmU0F2neo5d4Se2phDQOrT7DKSPcqnd%2B7%2F5MYwu9XCpwY6sQELP7WJLjQ69cCUm95n48i7DWsdyYGu0bJ21or3qzNwWN2pinGRd9hE2axNeqn8epKh3RFq6%2Bxo785oGD9d7Auql50kFHajCj8E3D%2BrpbFnU61SOplvrnicgQy4p4l4d7SrNQYFbn7L2P8W56E8w6UQbELjskRJUGzesb3XNk4LkSn3RC0Mi0Y3dG3tBo076xCtODMPMfzZPXVYZWqeKM8brqBSZF%2BtzJtZJN66Hzm7AwM%3D&amp;X-Amz-Algorithm=AWS4-HMAC-SHA256&amp;X-Amz-Date=20230831T160417Z&amp;X-Amz-SignedHeaders=host&amp;X-Amz-Expires=299&amp;X-Amz-Credential=ASIAQ3PHCVTY5Q3R56OE%2F20230831%2Fus-east-1%2Fs3%2Faws4_request&amp;X-Amz-Signature=937db94bc3f282e396392600e44d4cb49a161d9571b5b38d195e4df64486a4a5&amp;hash=8805d7e5d20cc191ffc1d0ac7e7bb86dadc1819976686afe38257dc7bcac75c6&amp;host=68042c943591013ac2b2430a89b270f6af2c76d8dfd086a07176afe7c76c2c61&amp;pii=S1877050922017616&amp;tid=spdf-e88767af-a8fc-47c6-964d-a2d6771c3eec&amp;sid=da5415535af719478748c051114ecfe62ba9gxrqb&amp;type=client&amp;tsoh=d3d3LnNjaWVuY\"><br \/>\n  <span style=\"font-weight: 400;\">Greining og notagildi gervigreindart\u00e6kni \u00e1 svi\u00f0i RPA hugb\u00fana\u00f0arv\u00e9lmenna til a\u00f0 gera sj\u00e1lfvirka vi\u00f0skiptaferla<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\"> (Kanakov, 2022), h\u00f6fundur l\u00fdsir nokkrum heillandi notkun RPA og myndgreiningar \u00ed tengslum vi\u00f0 sj\u00e1lfvirka r\u00e1\u00f0ningu, bakgrunnssko\u00f0un e\u00f0a a\u00f0sto\u00f0 vi\u00f0 uppg\u00f6tvun svika. <\/span> <\/p>\n<p><span style=\"font-weight: 400;\">\u00d6nnur notkunartilvik sem Kanakov leggur til eru me\u00f0al annars a\u00f0 nota andlitsgreiningu til a\u00f0 byggja upp \u00f6ryggi, me\u00f0 RPA verkf\u00e6rum tengdum myndav\u00e9lum. Forritin eru sannarlega endalaus. Til d\u00e6mis g\u00e6tu dr\u00f3nar e\u00f0a myndav\u00e9lar skanna\u00f0 hva\u00f0a fj\u00f6lda umhverfis sem er fyrir fr\u00e1vik. \u00deegar \u00fea\u00f0 hefur uppg\u00f6tvast g\u00e6ti RPA kerfi tilkynnt vandam\u00e1lin til vi\u00f0eigandi a\u00f0ila og tryggt skj\u00f3tar \u00farb\u00e6tur.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_RPA_med_generative_AI\"><\/span><strong>5. RPA me\u00f0 generative AI<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u00cd <\/span><a href=\"https:\/\/www.forbes.com\/sites\/delltechnologies\/2023\/02\/16\/generative-ai-and-rpa-why-your-business-needs-both\/https:\/\/www.forbes.com\/sites\/delltechnologies\/2023\/02\/16\/generative-ai-and-rpa-why-your-business-needs-both\/\"><br \/>\n  <span style=\"font-weight: 400;\">grein \u00ed Forbes<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">, Clint Boulton hj\u00e1 DELL notar fr\u00e1b\u00e6ra l\u00edkingu vi\u00f0 samanbur\u00f0 \u00e1 RPA og Generative AI. Hann bendir \u00e1 a\u00f0 &#8222;\u00c1 h\u00e1t\u00ed\u00f0arvi\u00f0bur\u00f0i er RPA a\u00f0 sko\u00f0a gestalistann, telja mi\u00f0a og fylgjast me\u00f0 hlutum eins og herbergisgetu, upphitun og l\u00fdsingu.&#8220; S\u00ed\u00f0an segir hann: &#8222;\u00c1 sama t\u00edma er Generative AI a\u00f0 b\u00faa til augl\u00fdsingar fyrir vi\u00f0bur\u00f0inn, skrifa hamingju\u00f3skir fyrir hei\u00f0ursgesti og eiga samt\u00f6l vi\u00f0 alla gesti.&#8220;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00dea\u00f0 sem er svo \u00f6flugt vi\u00f0 \u00feessa l\u00edkingu er a\u00f0 h\u00fan fangar fullkomlega eitthva\u00f0 sem vi\u00f0 h\u00f6fum \u00f6ll s\u00e9\u00f0 \u00e1 s\u00ed\u00f0asta \u00e1ri e\u00f0a svo. Generative AI er svo \u00e1hugavert og \u00f6flugt a\u00f0 vi\u00f0 getum ekki anna\u00f0 en undrast framlei\u00f0slu \u00feess. Hins vegar, \u00e1n \u00feess a\u00f0 einhver (RPA) striti \u00ed bakgrunni og framkv\u00e6mi minnih\u00e1ttar verkefni, getur enginn atbur\u00f0ur veri\u00f0 e\u00f0a a\u00f0 minnsta kosti ekki hagn\u00fdtur.  <\/span><\/p>\n<p><a href=\"https:\/\/www.gartner.com\/en\/topics\/generative-ai\"><span style=\"font-weight: 400;\">Per Gartner, Generative AI b\u00fd\u00f0ur upp \u00e1 fullt af valkostum.<\/span><\/a><span style=\"font-weight: 400;\">  \u00dea\u00f0 getur flj\u00f3tt b\u00fai\u00f0 til skrifa\u00f0 efni, myndir, myndb\u00f6nd, t\u00f3nlist og jafnvel k\u00f3\u00f0a. Sumir m\u00f6guleikarnir eru strax auglj\u00f3sir, svo sem samtals\u00fej\u00f3nusta vi\u00f0 vi\u00f0skiptavini.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">En endurb\u00e6tt spjallr\u00e1sir eru bara byrjunin; \u00f6nnur notkunartilvik fyrir RPA og Generative AI fela \u00ed s\u00e9r a\u00f0 hj\u00e1lpa RPA a\u00f0 skilja \u00f3m\u00f3tu\u00f0 g\u00f6gn af m\u00f6rgum ger\u00f0um og jafnvel auka RPA me\u00f0 \u00e1kvar\u00f0anat\u00f6ku, gagnagreiningu og fleira.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_Maett_sjalfvirkni\"><\/span><strong>6. M\u00e6tt sj\u00e1lfvirkni<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">H\u00e6gt er a\u00f0 skipta sj\u00e1lfvirkni \u00ed tvo flokka: M\u00e6tt og Eftirlitslaust. Eins og \u00fe\u00fa g\u00e6tir b\u00faist vi\u00f0, eftirlitslaus sj\u00e1lfvirkni \u00fe\u00fd\u00f0ir l\u00e1ni framkv\u00e6mir ferli \u00e1n mannlegrar inntaks. Aftur \u00e1 m\u00f3ti l\u00fdsir Attended Automation verkefnum sem krefjast mannlegra samskipta \u00ed a\u00f0 minnsta kosti einu skrefi \u00e1 lei\u00f0inni.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00dea\u00f0 eru nokkrar lei\u00f0ir sem \u00feetta getur virka\u00f0. Til d\u00e6mis g\u00e6ti sj\u00e1lfvirka ferli\u00f0 krafist handvirkrar kveikju. A\u00f0 \u00f6\u00f0rum kosti g\u00e6ti eitt skrefanna \u00feurft \u00f6ryggisskilr\u00edki me\u00f0an \u00e1 ferlinu stendur. Hins vegar eru fl\u00f3knari hlj\u00f3msveitum m\u00f6gulegar h\u00e9r \u00fe\u00f6kk s\u00e9 Robotic Desktop Automation (RDA).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Robotic Desktop Automation (RDA) er mynd af Attended Automation. Hins vegar, \u00fe\u00f6kk s\u00e9 gervigreindarverkf\u00e6rum eins og ML og Optical Character Recognition, sauma \u00feessi v\u00e9lmenni virkan saman m\u00f6rg verkfl\u00e6\u00f0isferli og gera st\u00f6\u00f0ugt sj\u00e1lfvirkan \u00fdmis verkefni fyrir einstakan notanda. \u00cd \u00feessari atbur\u00f0ar\u00e1s virkar RDA l\u00e1ni eins og raunverulegur a\u00f0sto\u00f0arma\u00f0ur, s\u00e6kir g\u00f6gn, sendir skr\u00e1r og b\u00fdr til sk\u00fdrslur \u00e1 me\u00f0an mannlegur starfsma\u00f0ur talar vi\u00f0 vi\u00f0skiptavin.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_Sjalfgraedandi_velmenni\"><\/span><strong>7. Sj\u00e1lfgr\u00e6\u00f0andi v\u00e9lmenni<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\"> <\/span><a href=\"https:\/\/insidebigdata.com\/2022\/06\/25\/survey-results-identifying-the-benefits-and-challenges-of-rpa\/\"><br \/>\n  <span style=\"font-weight: 400;\">K\u00f6nnun RPA fr\u00e1 2022<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  leiddi \u00ed lj\u00f3s vandam\u00e1l sem hefur \u00e1hrif \u00e1 sum fyrirt\u00e6ki sem taka upp RPA lausnir. Yfir 69% svarenda benda til \u00feess a\u00f0 \u00feeir upplifi bila\u00f0an RPA l\u00e1ni \u00ed hverri viku. \u00dea\u00f0 sem verra er, yfir 40% bentu til \u00feess a\u00f0 \u00fea\u00f0 t\u00e6ki meira en 5 klukkustundir a\u00f0 laga l\u00e1ni\u00f0 sitt, en a\u00f0rir svarendur benda til \u00feess a\u00f0 \u00farb\u00e6tur geti teki\u00f0 meira en einn dag.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00deessar t\u00f6lur eru \u00f3\u00e1s\u00e6ttanlega h\u00e1ar. Hins vegar kemst k\u00f6nnunin ekki \u00ed sm\u00e1atri\u00f0i vandans. Algengar \u00e1st\u00e6\u00f0ur fyrir RPA bilun eru me\u00f0al annars inntaksbreytingar, v\u00e9lmenni sem lenda \u00ed undantekningum, \u00f3fulln\u00e6gjandi g\u00f6gn, l\u00e9legar pr\u00f3fanir e\u00f0a skortur \u00e1 vi\u00f0haldi, svo eitthva\u00f0 s\u00e9 nefnt.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Sj\u00e1lfheilandi RPA l\u00fdsir kerfi sem getur laga\u00f0 sig \u00e1n inntaks mannlegs starfsmanns.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Sj\u00e1lfgr\u00e6\u00f0andi RPA v\u00e9lmenni eru ger\u00f0 m\u00f6guleg me\u00f0 gervigreindarreikniritum sem fylgjast me\u00f0 frammist\u00f6\u00f0u sj\u00e1lfvirka verkefnisins. \u00deegar vandam\u00e1l koma upp koma \u00feessi gagnlegu verkf\u00e6ri \u00ed a\u00f0ger\u00f0, bera kennsl \u00e1 undirr\u00f3tina og beita lagf\u00e6ringu. Uppgangurinn er aukin afk\u00f6st og meiri spenntur.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"8_Snjoll_vinnsla_namuvinnslu\"><\/span><strong>8. Snj\u00f6ll vinnsla n\u00e1muvinnslu<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Vinnslun\u00e1m \u00ed tengslum vi\u00f0 RPA felur \u00ed s\u00e9r uppg\u00f6tvun verkefna sem fyrirt\u00e6ki geta sj\u00e1lfvirkniv\u00e6tt. Me\u00f0 \u00fev\u00ed a\u00f0 nota h\u00e1\u00fer\u00f3a\u00f0a greiningargetu gervigreindar geta teymi unni\u00f0 \u00far vi\u00f0skiptaverkferlum s\u00ednum til a\u00f0 finna verkefni sem h\u00e6gt er a\u00f0 gera sj\u00e1lfvirk og sp\u00e1 fyrir um \u00e1hrif \u00feessarar sj\u00e1lfvirkni.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ferli n\u00e1muvinnslu notar ML og g\u00f6gn greiningu. Til d\u00e6mis notar \u00fea\u00f0 skj\u00e1uppt\u00f6kuhugb\u00fana\u00f0 til a\u00f0 fanga verkfl\u00e6\u00f0isg\u00f6gn og brj\u00f3ta \u00feau ni\u00f0ur \u00ed skref. S\u00ed\u00f0an keyra ML e\u00f0a greiningart\u00e6ki l\u00edk\u00f6n af \u00feessum verkefnum og finna sv\u00e6\u00f0i sem h\u00e6gt er a\u00f0 breyta \u00ed sj\u00e1lfvirka ferla. Gervigreindarverkf\u00e6ri veita fyrirt\u00e6kjum betri yfirs\u00fdn og skilning \u00e1 verkefnunum, sem gerir \u00feeim kleift a\u00f0 bera kennsl \u00e1 \u00f3sj\u00e1lfst\u00e6\u00f0i, fl\u00f6skuh\u00e1lsa og \u00f3hagkv\u00e6mni.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">P\u00f6run RPA og vinnslu n\u00e1muvinnslu saman er mj\u00f6g \u00f6flug vegna \u00feess a\u00f0 \u00fea\u00f0 getur hj\u00e1lpa\u00f0 fyrirt\u00e6kjum a\u00f0 grafa upp ferla sem \u00feeir g\u00e6tu annars ekki greint. \u00dea\u00f0 \u00fe\u00fd\u00f0ir a\u00f0 \u00fe\u00fa getur fengi\u00f0 meira gildi \u00far RPA fj\u00e1rfestingum \u00fe\u00ednum og b\u00e6tt enn frekar vi\u00f0 a\u00f0ra kosti RPA, eins og a\u00f0 draga \u00far kostna\u00f0i og auka framlei\u00f0ni.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Anna\u00f0 sem \u00fe\u00fa g\u00e6tir teki\u00f0 eftir h\u00e9r er a\u00f0 n\u00e1muvinnsla getur stytt uppg\u00f6tvunart\u00edma fyrir vi\u00f0eigandi RPA ferli. \u00dea\u00f0 \u00fe\u00fd\u00f0ir a\u00f0 \u00fatf\u00e6rsla \u00fe\u00edn fer mun hra\u00f0ar af sta\u00f0.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"9_Sjalfvirkni_hugbunadarprofa\"><\/span><strong>9. Sj\u00e1lfvirkni hugb\u00fana\u00f0arpr\u00f3fa<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Hugb\u00fana\u00f0arframlei\u00f0endur og \u00fatgefendur hafa skila\u00f0 einhverri truflandi t\u00e6kni sem vi\u00f0 h\u00f6fum \u00e1 s\u00ed\u00f0ustu \u00e1ratugum. Hins vegar hefur i\u00f0na\u00f0ur \u00feeirra sj\u00e1lft einnig gengi\u00f0 \u00ed gegnum eitthva\u00f0 af byltingu. DevOps og Agile a\u00f0fer\u00f0afr\u00e6\u00f0i hafa hj\u00e1lpa\u00f0 verktaki a\u00f0 m\u00e6ta eftirspurn eftir eldingarflj\u00f3tum, st\u00f6\u00f0ugt a\u00f0 b\u00e6ta v\u00f6rur, en CI \/ CD lei\u00f0slur stu\u00f0la einnig a\u00f0 hra\u00f0ari t\u00edmum \u00e1 marka\u00f0.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">RPA er fr\u00e1b\u00e6rt t\u00e6ki fyrir s\u00e9rstakar tegundir hugb\u00fana\u00f0arpr\u00f3fana. McKinsey bendir \u00e1 a\u00f0 n\u00e6sta kynsl\u00f3\u00f0 hugb\u00fana\u00f0ar\u00fer\u00f3unar s\u00e9 r\u00e9tt \u00e1 eftir gervigreind hva\u00f0 var\u00f0ar  <\/span><a href=\"https:\/\/www.mckinsey.com\/capabilities\/mckinsey-digital\/our-insights\/the-top-trends-in-tech#tech-trends-2023\"><span style=\"font-weight: 400;\">St\u00e6rstu t\u00e6kni\u00fer\u00f3unin fyrir \u00e1ri\u00f0 2023<\/span><\/a><span style=\"font-weight: 400;\">. Sj\u00e1lfvirkni hugb\u00fana\u00f0arpr\u00f3fa, kn\u00fain \u00e1fram af b\u00e6\u00f0i RPA og AI, ver\u00f0ur \u00ed fararbroddi \u00ed \u00feeirri \u00fer\u00f3un, \u00fear sem Generative AI skrifa k\u00f3\u00f0a og \u00f3t\u00e6knileg teymi ver\u00f0a velkomin \u00ed pakkann \u00fe\u00f6kk s\u00e9 verkf\u00e6rum \u00e1n k\u00f3\u00f0a.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Eins og samstarfsa\u00f0ili r\u00e1\u00f0gjafafyrirt\u00e6kisins, Santiago Comella-Dorda, bendir \u00e1: &#8222;H\u00f6nnu\u00f0ir eru kannski ein ver\u00f0m\u00e6tasta eignin fyrir n\u00fat\u00edma stafr\u00e6nt fyrirt\u00e6ki, en samt ey\u00f0a \u00feeir vel yfir 40 pr\u00f3sentum af t\u00edma s\u00ednum \u00ed endurtekin, l\u00edtils vir\u00f0i verkefni sem au\u00f0velt v\u00e6ri a\u00f0 gera sj\u00e1lfvirkan me\u00f0 n\u00fat\u00edma verkf\u00e6rasetti. &#8222;<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"10_RPA_greind_sjalfvirkni\"><\/span><strong>10. RPA greind sj\u00e1lfvirkni<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Artificial Intelligence Robotic Process Automation, einnig kalla\u00f0 Intelligent Process Automation (IPA), er tali\u00f0 vera n\u00e6sta stig sj\u00e1lfvirkni. \u00dea\u00f0 tekur RPA og b\u00e6tir vitr\u00e6na h\u00e6fileika \u00ed gegnum gervigreind. \u00dea\u00f0 getur fali\u00f0 \u00ed s\u00e9r RPA me\u00f0 allri e\u00f0a sumri annarri gervigreindart\u00e6kni sem talin er upp h\u00e9r a\u00f0 ofan.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00cd <\/span><a href=\"https:\/\/www.ibm.com\/thought-leadership\/institute-business-value\/en-us\/report\/automation-workflows\"><br \/>\n  <span style=\"font-weight: 400;\">k\u00f6nnun IBM me\u00f0al stj\u00f3rnenda C-Suite<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">, 90% svarenda bentu til \u00feess a\u00f0 Intelligent Automation hj\u00e1lpa\u00f0i \u00feeim a\u00f0 standa sig &#8222;yfir me\u00f0allagi vi\u00f0 a\u00f0 stj\u00f3rna skipulagsbreytingum til a\u00f0 breg\u00f0ast vi\u00f0 n\u00fdjum vi\u00f0skipta\u00fer\u00f3un.&#8220; \u00deetta vi\u00f0horf talar um getu RPA og gervigreindar til a\u00f0 b\u00faa til liprar og \u00f6flugar lausnir sem geta bo\u00f0i\u00f0 raunverulegt samkeppnisforskot.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">V\u00edsbendingar um RPA og m\u00e1tt gervigreindar til a\u00f0 n\u00e1 fram skipulagsbreytingum m\u00e1 finna \u00ed vi\u00f0br\u00f6g\u00f0um atvinnul\u00edfsins vi\u00f0 COVID-19 heimsfaraldrinum.  <\/span><a href=\"https:\/\/www.mdpi.com\/2071-1050\/13\/14\/8020\"><span style=\"font-weight: 400;\">Innlei\u00f0ing sj\u00e1lfvirkni v\u00e9lf\u00e6raferla t\u00e6kni til a\u00f0 tryggja vi\u00f0skiptaferla me\u00f0an \u00e1 COVID-19 heimsfaraldrinum stendur  <\/span><\/a><span style=\"font-weight: 400;\">(Siderska, 2021) s\u00fdndi hvernig 60% p\u00f3lskra fyrirt\u00e6kja sem ranns\u00f6ku\u00f0 voru g\u00e1tu innleitt samfelldan rekstur \u00fe\u00f6kk s\u00e9 RPA verkf\u00e6rum. Samkv\u00e6mt ranns\u00f3kninni voru gervigreind og greining st\u00f3rir \u00fe\u00e1tttakendur.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00cd n\u00fdlegri <\/span><a href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2022-08-22-gartner-survey-reveals-80-percent-of-executives-think-automation-can-be-applied-to-any-business-decision\"><br \/>\n  <span style=\"font-weight: 400;\">Gartner k\u00f6nnun<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">, fullir 80% stj\u00f3rnenda opinberu\u00f0u tr\u00fa s\u00edna \u00e1 a\u00f0 h\u00e6gt s\u00e9 a\u00f0 beita sj\u00e1lfvirkni \u00ed hva\u00f0a vi\u00f0skiptaferli sem er. \u00deessi t\u00f6lfr\u00e6\u00f0i er merkilegt vitnisbur\u00f0ur um kraft RPA \u00feegar h\u00fan er notu\u00f0 me\u00f0 gervigreind. \u00dea\u00f0 er \u00f3m\u00f6gulegt a\u00f0 \u00edmynda s\u00e9r a\u00f0 s\u00fa tala g\u00e6ti veri\u00f0 svo h\u00e1 \u00e1n \u00feess a\u00f0 auka RPA me\u00f0 gervigreind.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Hva\u00f0 framt\u00ed\u00f0ina var\u00f0ar, ranns\u00f3knir \u00e1 <\/span><a href=\"https:\/\/iopscience.iop.org\/article\/10.1088\/1741-2560\/13\/5\/051001\/pdf\"><br \/>\n  <span style=\"font-weight: 400;\">taugam\u00f3tunarvinnslu<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  \u2014 uppl\u00fdsingavinnslukerfi sem byggir \u00e1 uppbyggingu heilans \u2014 g\u00e6ti leitt til meiri vitsmuna og v\u00e9lagreindar. \u00dea\u00f0 sem er svo spennandi vi\u00f0 \u00feennan sj\u00f3ndeildarhring er a\u00f0 \u00feessi greindarl\u00edk\u00f6n krefjast mun minni \u00fej\u00e1lfunargagna, sem \u00fe\u00fd\u00f0ir a\u00f0 \u00feau g\u00e6tu veri\u00f0 a\u00f0gengileg fyrirt\u00e6kjum.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Hvernig_gervigreindarknuid_RPA_mun_breyta_framtidinni\"><\/span><strong>Hvernig gervigreindarkn\u00fai\u00f0 RPA mun breyta framt\u00ed\u00f0inni<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"vinnu_og_samfelags\"><\/span><strong>  vinnu og samf\u00e9lags  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"976e4d\" data-has-transparency=\"false\" style=\"--dominant-color: #976e4d;\" decoding=\"async\" class=\"aligncenter wp-image-64841 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/08\/Intelligent-Process-Automation-vs.-RPA-Differences-Commonalities-Tools-IntersectionsOverlaps-1024x683.webp\" alt=\"Intelligent Process Automation vs RPA - Mismunur, Commonalities, Tools &amp; Intersections\/Sk\u00f6run\" width=\"641\" height=\"427\" srcset=\"https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/08\/Intelligent-Process-Automation-vs.-RPA-Differences-Commonalities-Tools-IntersectionsOverlaps-1024x683.webp 1024w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/08\/Intelligent-Process-Automation-vs.-RPA-Differences-Commonalities-Tools-IntersectionsOverlaps-300x200.webp 300w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/08\/Intelligent-Process-Automation-vs.-RPA-Differences-Commonalities-Tools-IntersectionsOverlaps-768x512.webp 768w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/08\/Intelligent-Process-Automation-vs.-RPA-Differences-Commonalities-Tools-IntersectionsOverlaps-1536x1024.webp 1536w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/08\/Intelligent-Process-Automation-vs.-RPA-Differences-Commonalities-Tools-IntersectionsOverlaps-1080x720.webp 1080w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/08\/Intelligent-Process-Automation-vs.-RPA-Differences-Commonalities-Tools-IntersectionsOverlaps-1280x853.webp 1280w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/08\/Intelligent-Process-Automation-vs.-RPA-Differences-Commonalities-Tools-IntersectionsOverlaps-980x653.webp 980w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/08\/Intelligent-Process-Automation-vs.-RPA-Differences-Commonalities-Tools-IntersectionsOverlaps-480x320.webp 480w, https:\/\/dev.zaptest.com\/wp-content\/uploads\/2023\/08\/Intelligent-Process-Automation-vs.-RPA-Differences-Commonalities-Tools-IntersectionsOverlaps-jpeg.webp 1920w\" sizes=\"(max-width: 641px) 100vw, 641px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Sj\u00e1lfvirkniverkf\u00e6ri gervigreindarferla eru r\u00e9tt a\u00f0 hitna upp. H\u00e9r eru nokkur svi\u00f0 \u00fear sem gervigreind mun hafa frekari \u00e1hrif \u00e1 sj\u00e1lfvirkni.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Idnadur_40\"><\/span><strong>1. I\u00f0na\u00f0ur 4,0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Fyrsta i\u00f0nbyltingin var kn\u00fain \u00e1fram af gufu, \u00f6nnur me\u00f0 rafmagni. \u00deri\u00f0ja i\u00f0nbyltingin var virkju\u00f0 me\u00f0 stafr\u00e6nni t\u00e6kni \u00e1 1970. \u00deegar kemur a\u00f0 fj\u00f3r\u00f0u i\u00f0nbyltingunni, einnig \u00feekkt sem i\u00f0na\u00f0ur 4.0, \u00fea\u00f0 eru nokkrir t\u00e6knilegir frambj\u00f3\u00f0endur, svo sem stafr\u00e6nir tv\u00edburar, s\u00fdndarveruleiki, Internet hlutanna (IoT), AI og ML, og jafnvel 3D prentun.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Hins vegar <\/span><a href=\"https:\/\/www.imd.org\/ibyimd\/supply-chain\/the-supply-chain-agenda-keeps-growing-how-will-you-adapt\/\"><br \/>\n  <span style=\"font-weight: 400;\">IMD Global Supply Chain Survey<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  fr\u00e1 2022 afhj\u00fapar \u00e1hyggjufullan sannleika. Af meira en 200 framlei\u00f0slustj\u00f3rum sem r\u00e6tt var vi\u00f0, skr\u00e1\u00f0u mj\u00f6g f\u00e1ir t\u00e6kni sem tengist i\u00f0na\u00f0i 4.0 sem st\u00f3rt forgangsverkefni. \u00deetta er langt fr\u00e1 2019 \u00feegar  <\/span><a href=\"https:\/\/www.mckinsey.com\/industries\/industrials-and-electronics\/our-insights\/capturing-value-at-scale-in-discrete-manufacturing-with-industry-4-0\"><span style=\"font-weight: 400;\">68% svarenda \u00ed k\u00f6nnun McKinsey s\u00f6g\u00f0u a\u00f0 i\u00f0na\u00f0ur 4.0 v\u00e6ri forgangsverkefni \u00ed stefnum\u00f3tun.<\/span><\/a><\/p>\n<p><span style=\"font-weight: 400;\">\u00cd ranns\u00f3knargreininni  <\/span><a href=\"https:\/\/www.researchgate.net\/publication\/349526158_Robotic_Process_Automation_and_Artificial_Intelligence_in_Industry_40_-_A_Literature_review\"><span style=\"font-weight: 400;\">Sj\u00e1lfvirkni v\u00e9lf\u00e6raferla og gervigreind \u00ed i\u00f0na\u00f0i  <\/span><\/a><a href=\"https:\/\/www.researchgate.net\/publication\/349526158_Robotic_Process_Automation_and_Artificial_Intelligence_in_Industry_40_-_A_Literature_review\"><span style=\"font-weight: 400;\">4.0 \u2013 Ritr\u00fdni  <\/span><\/a><span style=\"font-weight: 400;\">(Riberio, 2021), segir h\u00f6fundur a\u00f0 &#8222;mi\u00f0a\u00f0 vi\u00f0 umfang notkunarsvi\u00f0s gervigreindar hefur RPA sm\u00e1m saman veri\u00f0 a\u00f0 b\u00e6ta vi\u00f0 sj\u00e1lfvirknieiginleika s\u00edna, \u00fatf\u00e6rslum \u00e1 reikniritum e\u00f0a gervigreindart\u00e6kni sem beitt er \u00ed \u00e1kve\u00f0nu samhengi (td au\u00f0lindaskipulagningu fyrirt\u00e6kja, b\u00f3khaldi, mannau\u00f0i) til a\u00f0 flokka, vi\u00f0urkenna, flokka osfrv.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00deegar t\u00e6knin heldur \u00e1fram a\u00f0 \u00fer\u00f3ast munu n\u00fd t\u00e6ki og m\u00f6guleikar hj\u00e1lpa i\u00f0na\u00f0i 4.0 a\u00f0 ver\u00f0a gervigreindarkn\u00fainn veruleiki.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Ofsjalfvirkni\"><\/span><strong>2. Ofsj\u00e1lfvirkni<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Ofsj\u00e1lfvirkni er n\u00e1tt\u00faruleg \u00fer\u00f3un sj\u00e1lfvirkni. Hins vegar, \u00ed sta\u00f0 sj\u00e1lfvirkni tiltekins verkefnis e\u00f0a vi\u00f0skiptaferlis, leitast \u00fea\u00f0 vi\u00f0 a\u00f0 auka sj\u00e1lfvirkni getu yfir alla stofnunina. Loka\u00fatg\u00e1fan ver\u00f0ur a\u00f0 fullu tengd og a\u00f0 mestu sj\u00e1lfst\u00e6\u00f0 vi\u00f0skipti \u00fear sem verkfl\u00e6\u00f0i og \u00e1kvar\u00f0anir ver\u00f0a strauml\u00ednulaga\u00f0ar, liprar og seigur.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Ofursj\u00e1lfvirkni felur \u00ed s\u00e9r bl\u00f6ndu af nokkrum t\u00e6kni. \u00deetta felur \u00ed s\u00e9r:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">RPA<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">.AI  <\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Sj\u00e1lfvirkni vi\u00f0skiptaferla (BPA)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">ML<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Greind skjalavinnsla (IDP)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Hlj\u00f3msveit verkfl\u00e6\u00f0is<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Vinnsla n\u00e1muvinnslu<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">N\u00e1tt\u00faruleg m\u00e1lvinnsla (NLP)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Stafr\u00e6nn tv\u00edburi stofnunar (DTO)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">RPA \u00ed samtali<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">T\u00f6lvusj\u00f3n RPA<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Eins og fram kemur \u00ed bla\u00f0inu  <\/span><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2666351121000450#bib20\"><span style=\"font-weight: 400;\">Ofursj\u00e1lfvirkni til a\u00f0 auka sj\u00e1lfvirkni \u00ed atvinnugreinum  <\/span><\/a><span style=\"font-weight: 400;\">(Haleem, 2021), &#8222;Me\u00f0 bl\u00f6ndu af sj\u00e1lfvirkni t\u00e6kni getur ofsj\u00e1lfvirkni sigrast \u00e1 nokkrum takm\u00f6rkunum \u00e1 einni sj\u00e1lfvirkni t\u00e6kjaa\u00f0fer\u00f0. \u00deetta gerir fyrirt\u00e6kjum kleift a\u00f0 fara \u00fat fyrir m\u00f6rk hvers ferlis og gera sj\u00e1lfvirkan n\u00e6stum hva\u00f0a erfi\u00f0a og stigst\u00e6r\u00f0 rekstur sem er.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Minna_treyst_a_serfraedinga\"><\/span><strong>3. Minna treyst \u00e1 s\u00e9rfr\u00e6\u00f0inga<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Uppsveifla \u00ed hugb\u00fana\u00f0ar\u00fer\u00f3un undanfarin \u00e1r hefur afhj\u00fapa\u00f0 vandam\u00e1l. \u00c1 me\u00f0an eftirspurn eftir forritum og fars\u00edmat\u00e6kni j\u00f3kst \u00e1tti frambo\u00f0 \u00ed erfi\u00f0leikum me\u00f0 a\u00f0 halda \u00ed vi\u00f0. Skortur var \u00e1 hugb\u00fana\u00f0arframlei\u00f0endum, sem \u00fe\u00fdddi a\u00f0 margar st\u00f6\u00f0ur s\u00e1tu \u00f3fylltar m\u00e1nu\u00f0um saman.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Me\u00f0 virtum, sex stafa st\u00f6rfum sem liggja \u00ed bi\u00f0 eftir h\u00e6fum ums\u00e6kjendum g\u00e6tir\u00f0u fyrirgefi\u00f0 \u00fe\u00e9r fyrir a\u00f0 halda a\u00f0 f\u00f3lk myndi einfaldlega endurmennta sig og uppskera ver\u00f0launin. Sk\u00f3lar og h\u00e1sk\u00f3lar voru einnig til sko\u00f0unar, \u00fear sem stj\u00f3rnv\u00f6ld g\u00e1fu til kynna a\u00f0 \u00feeir v\u00e6ru ekki a\u00f0 gera n\u00f3g til a\u00f0 hvetja til uppt\u00f6ku STEM n\u00e1msgreina. Hins vegar er raunveruleikinn s\u00e1 a\u00f0 erf\u00f0askr\u00e1 er erfi\u00f0. A\u00f0eins l\u00edtill hluti \u00fej\u00f3\u00f0arinnar hefur h\u00e6fni til starfsins.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Eftir \u00fev\u00ed sem heimur okkar ver\u00f0ur s\u00edfellt stafr\u00e6nni g\u00e6ti vel veri\u00f0 liti\u00f0 \u00e1 k\u00f3\u00f0araskortinn sem vi\u00f0v\u00f6run um a\u00f0 vi\u00f0 h\u00f6fum ekki teki\u00f0 mark \u00e1 \u00fev\u00ed. Sem betur fer getur gervigreindarkn\u00fain sj\u00e1lfvirkni veitt m\u00f3tefni\u00f0 vi\u00f0 \u00feessu vandam\u00e1li.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Lei\u00f0togast\u00f6\u00f0ur krefjast bl\u00f6ndu af stj\u00f3rnunarh\u00e6fileikum og dj\u00fapri \u00feekkingu \u00e1 vi\u00f0fangsefnum. Lestur og n\u00e1m er a\u00f0eins einn hluti af \u00fev\u00ed sem gerir stj\u00f3rnendur og h\u00e1ttsetta li\u00f0smenn d\u00fdrm\u00e6tir fyrir stofnun. Hins vegar, eftir \u00fev\u00ed sem fleiri atvinnugreinar fa\u00f0ma t\u00e6kni, ver\u00f0ur \u00feessi h\u00e6fileikalaug t\u00e6md.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Gervigreindargreiningar geta nota\u00f0 miki\u00f0 magn af s\u00f6gulegum g\u00f6gnum til a\u00f0 finna inns\u00fdn og undirliggjandi tengsl og sp\u00e1. \u00deessi verkf\u00e6ri munu hj\u00e1lpa til vi\u00f0 a\u00f0 br\u00faa reynslubili\u00f0. \u00dea\u00f0 getur einnig \u00fej\u00f3na\u00f0 til a\u00f0 l\u00fd\u00f0r\u00e6\u00f0isv\u00e6\u00f0a \u00fe\u00e1 kl\u00f3ku \u00e1kvar\u00f0anat\u00f6ku sem \u00e1\u00f0ur var var\u00f0veisla fyrirt\u00e6kja me\u00f0 mikla fj\u00e1rveitingu.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00de\u00f3 a\u00f0 reyndir \u00e1kvar\u00f0anatakendur og stefnum\u00f3tendur muni aldrei fara \u00far t\u00edsku, mun ofursj\u00e1lfvirkt fyrirt\u00e6ki kn\u00fai\u00f0 \u00e1fram af v\u00e9lan\u00e1mi (ML) og gagnagreiningu keyra allan s\u00f3larhringinn og taka \u00e1kvar\u00f0anir bygg\u00f0ar \u00e1 \u00fe\u00e1ttum sem enginn ma\u00f0ur g\u00e6ti me\u00f0vita\u00f0 \u00edhuga\u00f0.<\/span><\/p>\n<p><a href=\"https:\/\/www.mckinsey.com\/capabilities\/mckinsey-digital\/our-insights\/the-economic-potential-of-generative-ai-the-next-productivity-frontier#introduction\"><span style=\"font-weight: 400;\">McKinsey bendir \u00e1 a\u00f0 sj\u00e1lfvirkniv\u00e6\u00f0ing \u00feekkingarvinnu s\u00e9 n\u00fa \u00ed sj\u00f3nm\u00e1li<\/span><\/a><span style=\"font-weight: 400;\">. L\u00f6gfr\u00e6\u00f0i, hagfr\u00e6\u00f0i, menntun, listir og t\u00e6kni munu \u00f6ll upplifa r\u00f6skun sem \u00e1\u00f0ur var a\u00f0eins talin stofna minna menntu\u00f0um st\u00f6rfum \u00ed h\u00e6ttu. Hva\u00f0 \u00feetta \u00fe\u00fd\u00f0ir fyrir almennt vinnuafl er \u00fe\u00f3 enn ekki \u00e1kvar\u00f0a\u00f0.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Aukin_skilvirkni_stjornvalda\"><\/span><strong>4. Aukin skilvirkni stj\u00f3rnvalda<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">R\u00edkis\u00fatgj\u00f6ld eru \u00e6varandi umdeilt m\u00e1l. Um allan heim hafa l\u00fd\u00f0r\u00e6\u00f0islegar stj\u00f3rns\u00fdslustofnanir or\u00f0spor fyrir uppbl\u00e1sna og villandi ey\u00f0slu. Per  <\/span><a href=\"https:\/\/www.brookings.edu\/articles\/how-robotic-process-and-intelligent-automation-are-altering-government-performance\/\"><br \/>\n  <span style=\"font-weight: 400;\">ranns\u00f3knir fr\u00e1 hinni virtu Brookings Institute<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">, bandar\u00edskar r\u00edkisstofnanir taka gervigreind og RPA opnum \u00f6rmum. <\/span> <\/p>\n<p><span style=\"font-weight: 400;\">Deildir eins fj\u00f6lbreyttar og Matv\u00e6la- og lyfjaeftirliti\u00f0, almannatryggingar, varnarm\u00e1lastofnunin og fj\u00e1rm\u00e1lar\u00e1\u00f0uneyti\u00f0 hafa teki\u00f0 upp gervigreind og RPA til a\u00f0 auka framlei\u00f0ni og draga \u00far kostna\u00f0i vi\u00f0 nau\u00f0synlega \u00fej\u00f3nustu s\u00edna. Enn fremur er  <\/span>k\u00f6nnun fr\u00e1 <a href=\"https:\/\/www.actiac.org\/documents\/act-iac-white-paper-process-automation-product-survey\"><span style=\"font-weight: 400;\">American Council for Technology og Industry Advisory Council (ACT-IAC) <\/span><\/p>\n<p><\/a><span style=\"font-weight: 400;\">s\u00fdnir notkunartilvik fr\u00e1 um tugi r\u00edkisstofnana.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Skilvirkari og hagkv\u00e6mari r\u00edkisstj\u00f3rn g\u00e6ti haft umbreytandi \u00e1hrif \u00e1 samf\u00e9lagi\u00f0 \u00ed heild. \u00dej\u00f3nusta g\u00e6ti or\u00f0i\u00f0 skilvirkari og skilvirkari og skattar g\u00e6tu veri\u00f0 fluttir \u00ed forrit sem g\u00e6tu breytt l\u00edfi millj\u00f3na. Hins vegar undirstrikar \u00feessi \u00fatbreidda \u00e6ttlei\u00f0ing mikilv\u00e6gi \u00feess a\u00f0 \u00fatr\u00fdma<\/span> <a href=\"https:\/\/hbr.org\/2019\/10\/what-do-we-do-about-the-biases-in-ai\"><br \/>\n  <span style=\"font-weight: 400;\"> hlutdr\u00e6gni \u00ed gervigreind,<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\"> s\u00e9rstaklega ef r\u00edkisstj\u00f3rnir um allan heim nota t\u00e6knina til a\u00f0 kn\u00fdja fram stefnum\u00f3tandi \u00e1kvar\u00f0anir. <\/span> <\/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-56671\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/03\/person-wondering-about-software-testing-1024x683.jpeg\" alt=\"hreinsa upp rugl \u00ed sj\u00e1lfvirkni hugb\u00fana\u00f0arpr\u00f3funar\" width=\"452\" height=\"301\"><\/p>\n<p><span style=\"font-weight: 400;\">Gervigreind hefur haft mikil \u00e1hrif \u00e1 RPA t\u00e6kni. Snemma sj\u00e1lfvirkni verkf\u00e6ri voru f\u00e6r um a\u00f0 takast \u00e1 vi\u00f0 miki\u00f0 af rote og hversdagslegum verkefnum innan vinnusta\u00f0arins. Hins vegar, \u00feegar sameiginleg l\u00f6ngun til sj\u00e1lfvirkni j\u00f3kst, hlj\u00f3p RPA upp a\u00f0 takm\u00f6rkum s\u00ednum. Gervigreind er a\u00f0 brj\u00f3ta ni\u00f0ur \u00feessar hindranir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A\u00f0 sameina RPA og gervigreind eykur m\u00f6guleika beggja t\u00e6kjanna. Fyrirt\u00e6ki eru n\u00fa \u00feegar a\u00f0 uppskera \u00e1vinninginn af Intelligent Automation, svo sem a\u00f0 b\u00e6ta \u00fej\u00f3nustu vi\u00f0 vi\u00f0skiptavini, auka skilvirkni skipulags og draga \u00far rekstrarkostna\u00f0i. Gervigreind hefur opna\u00f0 umfang RPA \u00e1 \u00feann h\u00e1tt sem virtist \u00f3l\u00edklegt fyrir a\u00f0eins \u00e1ratug.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Hins vegar stoppar v\u00e9lf\u00e6rafr\u00e6\u00f0iferli\u00f0 sj\u00e1lfvirkni og gervigreindarsagan ekki h\u00e9r. Frekari \u00e1rangur mun koma \u00feegar vi\u00f0 f\u00f6rum \u00ed \u00e1tt a\u00f0 t\u00edmum ofsj\u00e1lfvirkni. \u00deetta ver\u00f0ur villt fer\u00f0, svo ekki ver\u00f0a skilinn eftir.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Robotic Process Automation er fl\u00f3ttalest. Samkv\u00e6mt Deloitte mun t\u00e6knin n\u00e1 N\u00e1nast almenn sam\u00feykkt fyrir \u00e1ri\u00f0 2025. Hins vegar, bara vegna \u00feess a\u00f0 RPA er r\u00e1\u00f0andi \u00ed vi\u00f0skiptal\u00edfinu, \u00fe\u00fd\u00f0ir \u00fea\u00f0 ekki a\u00f0 \u00fea\u00f0 muni h\u00e6tta a\u00f0 \u00fer\u00f3ast. Vi\u00f0 st\u00f6ndum \u00e1 spennandi t\u00e6knilegum t\u00edmam\u00f3tum. Framfarir \u00ed gervigreind \u00e1 undanf\u00f6rnum \u00e1rum hafa veri\u00f0 \u00f3v\u00e6ntar. ChatGPT og annars konar [&hellip;]<\/p>\n","protected":false},"author":14624,"featured_media":65218,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_titles_title":"Gervigreind \u00ed sj\u00e1lfvirkni v\u00e9lf\u00e6raferla - Samleitni gervigreindar og RPA","_seopress_titles_desc":"Allt fr\u00e1 tegundum RPA og takm\u00f6rkum \u00feess, til n\u00faverandi \u00e1hrifa gervigreindaraukningar \u00ed sj\u00e1lfvirkni v\u00e9lf\u00e6raferla, halla\u00f0u \u00fe\u00e9r a\u00f0 \u00f6llu sem \u00fearf a\u00f0 vita um gervigreind \u00ed RPA!","_seopress_robots_index":"","_seopress_robots_follow":"","_seopress_robots_imageindex":"","_seopress_robots_snippet":"","_seopress_robots_primary_cat":"none","_seopress_robots_breadcrumbs":"","_seopress_robots_freeze_modified_date":"","_seopress_robots_custom_modified_date":"","_seopress_robots_canonical":"","_seopress_social_fb_title":"","_seopress_social_fb_desc":"","_seopress_social_fb_img":"","_seopress_social_fb_img_attachment_id":0,"_seopress_social_fb_img_width":0,"_seopress_social_fb_img_height":0,"_seopress_social_twitter_title":"","_seopress_social_twitter_desc":"","_seopress_social_twitter_img":"","_seopress_social_twitter_img_attachment_id":0,"_seopress_social_twitter_img_width":0,"_seopress_social_twitter_img_height":0,"_seopress_redirections_value":"","_seopress_redirections_enabled":"","_seopress_redirections_enabled_regex":"","_seopress_redirections_logged_status":"b\u00e6\u00f0i","_seopress_redirections_param":"","_seopress_redirections_type":301,"_seopress_analysis_target_kw":"","_seopress_news_disabled":"","_seopress_video_disabled":"","_seopress_video":[],"_seopress_pro_schemas_manual":[],"_seopress_pro_rich_snippets_disable_all":"","_seopress_pro_rich_snippets_disable":[],"_seopress_pro_schemas":[],"_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":["post-65353","post","type-post","status-publish","format-standard","has-post-thumbnail","category-ai-is"],"acf":{"short_name":"\u00c1hrif gervigreindar \u00ed RPA"},"_links":{"self":[{"href":"https:\/\/dev.zaptest.com\/is\/wp-json\/wp\/v2\/posts\/65353","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dev.zaptest.com\/is\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dev.zaptest.com\/is\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dev.zaptest.com\/is\/wp-json\/wp\/v2\/users\/14624"}],"replies":[{"embeddable":true,"href":"https:\/\/dev.zaptest.com\/is\/wp-json\/wp\/v2\/comments?post=65353"}],"version-history":[{"count":0,"href":"https:\/\/dev.zaptest.com\/is\/wp-json\/wp\/v2\/posts\/65353\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dev.zaptest.com\/is\/wp-json\/wp\/v2\/media\/65218"}],"wp:attachment":[{"href":"https:\/\/dev.zaptest.com\/is\/wp-json\/wp\/v2\/media?parent=65353"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dev.zaptest.com\/is\/wp-json\/wp\/v2\/categories?post=65353"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dev.zaptest.com\/is\/wp-json\/wp\/v2\/tags?post=65353"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}