{"id":65359,"date":"2023-09-01T19:31:43","date_gmt":"2023-09-01T19:31:43","guid":{"rendered":"https:\/\/www.zaptest.com\/ndikimi-i-ia-ne-automatizimin-e-proceseve-robotike-nje-diskutim-gjitheperfshires-mbi-konvergjencen-e-ai-rpa"},"modified":"2023-09-01T19:31:43","modified_gmt":"2023-09-01T19:31:43","slug":"ndikimi-i-ia-ne-automatizimin-e-proceseve-robotike-nje-diskutim-gjitheperfshires-mbi-konvergjencen-e-ai-rpa","status":"publish","type":"post","link":"https:\/\/dev.zaptest.com\/sq\/ndikimi-i-ia-ne-automatizimin-e-proceseve-robotike-nje-diskutim-gjitheperfshires-mbi-konvergjencen-e-ai-rpa","title":{"rendered":"Ndikimi i IA n\u00eb automatizimin e proceseve robotike &#8211; Nj\u00eb diskutim gjith\u00ebp\u00ebrfshir\u00ebs mbi konvergjenc\u00ebn e AI &amp; RPA"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Automatizimi i proceseve robotike \u00ebsht\u00eb nj\u00eb tren i arratisur. Sipas Dellitte, teknologjia do t\u00eb arrij\u00eb  <\/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;\">Adoptimi pothuajse universal deri n\u00eb vitin 2025.<\/span><\/a><span style=\"font-weight: 400;\">  Megjithat\u00eb, vet\u00ebm p\u00ebr shkak se RPA po dominon bot\u00ebn e biznesit, kjo nuk do t\u00eb thot\u00eb se do t\u00eb ndaloj\u00eb s\u00eb evoluari.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Po q\u00ebndrojm\u00eb n\u00eb nj\u00eb moment teknologjik emocionues. P\u00ebrparimet n\u00eb IA n\u00eb vitet e fundit kan\u00eb qen\u00eb befasuese. ChatGPT dhe forma t\u00eb tjera t\u00eb Generative IA kan\u00eb kapur nd\u00ebrgjegjen publike. Megjithat\u00eb, kjo teknologji emocionuese nuk \u00ebsht\u00eb ve\u00e7se nj\u00eb shprehje e potencialit t\u00eb IA.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">RPA \u00ebsht\u00eb nj\u00eb mjet i drejtp\u00ebrdrejt\u00eb, por i efektsh\u00ebm. Megjithat\u00eb, konvergjenca e RPA dhe IA ofron mund\u00ebsi t\u00eb pafundme p\u00ebr novacion. Sh\u00ebrbimi bisedor ndaj klientit, vendimmarrja e nxitur nga analitika dhe automatizimi i pun\u00ebs s\u00eb njohurive jan\u00eb vet\u00ebm disa shembuj t\u00eb IA n\u00eb RPA.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nd\u00ebrsa teknologjia p\u00ebrparon, Automatizimi i Procesit Robotik Kognitiv do t\u00eb ndryshoj\u00eb natyr\u00ebn e pun\u00ebs n\u00eb m\u00ebnyra q\u00eb mezi mund t&#8217;i imagjinojm\u00eb. Le t\u00eb eksplorojm\u00eb se si AI me RPA ka shtyr\u00eb tashm\u00eb kufijt\u00eb e automatizimit p\u00ebrpara se t\u00eb shqyrtoj\u00eb ndikimin e saj t\u00eb ardhsh\u00ebm.<\/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\/sq\/ndikimi-i-ia-ne-automatizimin-e-proceseve-robotike-nje-diskutim-gjitheperfshires-mbi-konvergjencen-e-ai-rpa\/#Kufijte_e_RPA\" >Kufijt\u00eb e 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\/sq\/ndikimi-i-ia-ne-automatizimin-e-proceseve-robotike-nje-diskutim-gjitheperfshires-mbi-konvergjencen-e-ai-rpa\/#1_Automatizimi_transaksional_eshte_i_veshtire_per_tu_menaxhuar\" >1. Automatizimi transaksional \u00ebsht\u00eb i v\u00ebshtir\u00eb p\u00ebr t&#8217;u menaxhuar<\/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\/sq\/ndikimi-i-ia-ne-automatizimin-e-proceseve-robotike-nje-diskutim-gjitheperfshires-mbi-konvergjencen-e-ai-rpa\/#2_RPA_lufton_me_te_dhenat_e_pastrukturuara\" >2. RPA lufton me t\u00eb dh\u00ebnat e pastrukturuara<\/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\/sq\/ndikimi-i-ia-ne-automatizimin-e-proceseve-robotike-nje-diskutim-gjitheperfshires-mbi-konvergjencen-e-ai-rpa\/#3_RPA_paraqet_sfida_ne_rritje\" >3. RPA paraqet sfida n\u00eb rritje<\/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\/sq\/ndikimi-i-ia-ne-automatizimin-e-proceseve-robotike-nje-diskutim-gjitheperfshires-mbi-konvergjencen-e-ai-rpa\/#Automatizimi_i_proceseve_robotike_dhe_inteligjenca_artificiale\" >Automatizimi i proceseve robotike dhe inteligjenca artificiale:<\/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\/sq\/ndikimi-i-ia-ne-automatizimin-e-proceseve-robotike-nje-diskutim-gjitheperfshires-mbi-konvergjencen-e-ai-rpa\/#Nje_ndeshje_perfekte\" >Nj\u00eb ndeshje perfekte<\/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\/sq\/ndikimi-i-ia-ne-automatizimin-e-proceseve-robotike-nje-diskutim-gjitheperfshires-mbi-konvergjencen-e-ai-rpa\/#1_RPA_me_njohjen_optike_te_karakterit\" >1. RPA me njohjen optike t\u00eb karakterit<\/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\/sq\/ndikimi-i-ia-ne-automatizimin-e-proceseve-robotike-nje-diskutim-gjitheperfshires-mbi-konvergjencen-e-ai-rpa\/#2_Machine_Learning_dhe_RPA\" >2. Machine Learning dhe 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\/sq\/ndikimi-i-ia-ne-automatizimin-e-proceseve-robotike-nje-diskutim-gjitheperfshires-mbi-konvergjencen-e-ai-rpa\/#3_RPA_me_Deep_Learning\" >3. RPA me Deep Learning<\/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\/sq\/ndikimi-i-ia-ne-automatizimin-e-proceseve-robotike-nje-diskutim-gjitheperfshires-mbi-konvergjencen-e-ai-rpa\/#4_RPA_dhe_njohja_e_imazhit\" >4. RPA dhe njohja e imazhit<\/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\/sq\/ndikimi-i-ia-ne-automatizimin-e-proceseve-robotike-nje-diskutim-gjitheperfshires-mbi-konvergjencen-e-ai-rpa\/#5_RPA_me_IA_gjeneruese\" >5. RPA me IA gjeneruese<\/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\/sq\/ndikimi-i-ia-ne-automatizimin-e-proceseve-robotike-nje-diskutim-gjitheperfshires-mbi-konvergjencen-e-ai-rpa\/#6_Mori_pjese_ne_automatizimin\" >6. Mori pjes\u00eb n\u00eb automatizimin<\/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\/sq\/ndikimi-i-ia-ne-automatizimin-e-proceseve-robotike-nje-diskutim-gjitheperfshires-mbi-konvergjencen-e-ai-rpa\/#7_Robote_vete-sherues\" >7. Robot\u00eb vet\u00eb-sh\u00ebrues<\/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\/sq\/ndikimi-i-ia-ne-automatizimin-e-proceseve-robotike-nje-diskutim-gjitheperfshires-mbi-konvergjencen-e-ai-rpa\/#8_Minierat_e_perpunimit_te_zgjuar\" >8. Minierat e p\u00ebrpunimit t\u00eb zgjuar<\/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\/sq\/ndikimi-i-ia-ne-automatizimin-e-proceseve-robotike-nje-diskutim-gjitheperfshires-mbi-konvergjencen-e-ai-rpa\/#9_Automatizimi_i_testimit_te_softuerit\" >9. Automatizimi i testimit t\u00eb softuerit<\/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\/sq\/ndikimi-i-ia-ne-automatizimin-e-proceseve-robotike-nje-diskutim-gjitheperfshires-mbi-konvergjencen-e-ai-rpa\/#10_RPA_Automatizimi_inteligjent\" >10. RPA Automatizimi inteligjent<\/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\/sq\/ndikimi-i-ia-ne-automatizimin-e-proceseve-robotike-nje-diskutim-gjitheperfshires-mbi-konvergjencen-e-ai-rpa\/#Si_do_ta_ndryshoje_te_ardhmen_RPA_e_fuqizuar_nga_AI\" >Si do ta ndryshoj\u00eb t\u00eb ardhmen RPA e fuqizuar nga AI<\/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\/sq\/ndikimi-i-ia-ne-automatizimin-e-proceseve-robotike-nje-diskutim-gjitheperfshires-mbi-konvergjencen-e-ai-rpa\/#te_punes_dhe_shoqerise\" >t\u00eb pun\u00ebs dhe shoq\u00ebris\u00eb<\/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\/sq\/ndikimi-i-ia-ne-automatizimin-e-proceseve-robotike-nje-diskutim-gjitheperfshires-mbi-konvergjencen-e-ai-rpa\/#1_Industria_40\" >1. Industria 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\/sq\/ndikimi-i-ia-ne-automatizimin-e-proceseve-robotike-nje-diskutim-gjitheperfshires-mbi-konvergjencen-e-ai-rpa\/#2_Hiperautomation\" >2. Hiperautomation<\/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\/sq\/ndikimi-i-ia-ne-automatizimin-e-proceseve-robotike-nje-diskutim-gjitheperfshires-mbi-konvergjencen-e-ai-rpa\/#3_Me_pak_mbeshtetje_tek_ekspertet\" >3. M\u00eb pak mb\u00ebshtetje tek ekspert\u00ebt<\/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\/sq\/ndikimi-i-ia-ne-automatizimin-e-proceseve-robotike-nje-diskutim-gjitheperfshires-mbi-konvergjencen-e-ai-rpa\/#4_Efikasitet_me_i_madh_i_qeverise\" >4. Efikasitet m\u00eb i madh i qeveris\u00eb<\/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\/sq\/ndikimi-i-ia-ne-automatizimin-e-proceseve-robotike-nje-diskutim-gjitheperfshires-mbi-konvergjencen-e-ai-rpa\/#Mendimet_e_fundit\" >Mendimet e fundit<\/a><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Kufijte_e_RPA\"><\/span><strong>Kufijt\u00eb e 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=\"AI kund\u00ebr 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;\">Miratimi i gjer\u00eb i RPA \u00ebsht\u00eb nj\u00eb d\u00ebshmi e dobis\u00eb s\u00eb saj. Teknologjia ka ndihmuar bizneset e panum\u00ebrta t\u00eb arrijn\u00eb nivele t\u00eb reja t\u00eb prodhimit, efikasitetit dhe sakt\u00ebsis\u00eb duke automatizuar nj\u00eb her\u00eb detyrat manuale. Megjithat\u00eb, si \u00e7do teknologji, ajo ka kufij t\u00eb lart\u00eb.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Automatizimi_transaksional_eshte_i_veshtire_per_tu_menaxhuar\"><\/span><strong>1. Automatizimi transaksional \u00ebsht\u00eb i v\u00ebshtir\u00eb p\u00ebr t&#8217;u menaxhuar<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Nd\u00ebrsa robot\u00ebt RPA do t\u00eb bluajn\u00eb besnik\u00ebrisht proceset, ata kan\u00eb nevoj\u00eb p\u00ebr pak menaxhim dhe mir\u00ebmbajtje. P\u00ebr shembull, kur hyrjet ose daljet ndryshojn\u00eb, bots duhet t\u00eb rikonfigurohen p\u00ebr t\u00eb trajtuar k\u00ebto kushte pak t\u00eb ndryshueshme. N\u00eb mjediset dinamike t\u00eb pun\u00ebs, kjo mund t\u00eb shteroj\u00eb burimet dhe koh\u00ebn.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_RPA_lufton_me_te_dhenat_e_pastrukturuara\"><\/span><strong>2. RPA lufton me t\u00eb dh\u00ebnat e pastrukturuara<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Veglat RPA jan\u00eb nd\u00ebrtuar p\u00ebr t\u00eb ekzekutuar detyrat duke p\u00ebrdorur logjik\u00ebn n\u00ebse\/pastaj\/tjet\u00ebr. Si t\u00eb tilla, ato mb\u00ebshteten n\u00eb struktura t\u00eb parashikueshme t\u00eb t\u00eb dh\u00ebnave. \u00c7do variacion apo ndryshim me t\u00eb dh\u00ebnat hyr\u00ebse do t\u00eb shkaktoj\u00eb gabime ose p\u00ebrjashtime sepse ato jan\u00eb jasht\u00eb vlerave t\u00eb p\u00ebrcaktuara q\u00eb bot pret t\u00eb marr\u00eb.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_RPA_paraqet_sfida_ne_rritje\"><\/span><strong>3. RPA paraqet sfida n\u00eb rritje<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Pjes\u00ebrisht p\u00ebr shkak t\u00eb arsyeve q\u00eb kemi listuar m\u00eb sip\u00ebr, shkall\u00ebzimi i proceseve tuaja RPA mund t\u00eb jet\u00eb i v\u00ebshtir\u00eb. \u00c7do proces duhet t\u00eb p\u00ebrcaktohet, menaxhohet dhe mir\u00ebmbahet qart\u00eb, nd\u00ebrsa mungesa e p\u00ebrshtatshm\u00ebris\u00eb s\u00eb RPA-s\u00eb mund t\u00eb paraqes\u00eb gjithashtu probleme.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kufizimet e RPA nuk jan\u00eb di\u00e7ka p\u00ebr t&#8217;u shqet\u00ebsuar. RPA e ndihmuar nga AI mund t\u00eb kap\u00ebrcej\u00eb secil\u00ebn nga k\u00ebto kufizime nd\u00ebrsa hap mund\u00ebsi t\u00eb reja dhe emocionuese automatizimi.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><strong>Ja se si RPA me IA ka ndryshuar automatizimin.<\/strong><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Automatizimi_i_proceseve_robotike_dhe_inteligjenca_artificiale\"><\/span><strong>Automatizimi i proceseve robotike dhe inteligjenca artificiale:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Nje_ndeshje_perfekte\"><\/span><strong>Nj\u00eb ndeshje perfekte<\/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 Lifecycle &amp; Process - 10 hapa p\u00ebr zbatimin e automatizimit t\u00eb proceseve robotike\" 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, sipas dizajnit, \u00ebsht\u00eb nj\u00eb mjet i drejtp\u00ebrdrejt\u00eb dhe pa komplekse, t\u00eb pakt\u00ebn n\u00eb nivelin e p\u00ebrdoruesit. \u00cbsht\u00eb nd\u00ebrtuar p\u00ebr t\u00eb qen\u00eb i arritsh\u00ebm p\u00ebr ekipet jo-teknike. Si e till\u00eb, ajo zbaton udh\u00ebzimet q\u00eb i jepen n\u00eb m\u00ebnyr\u00eb t\u00eb kontrolluar. U takon njer\u00ebzve t\u00eb identifikojn\u00eb k\u00ebto procese dhe t\u00eb drejtojn\u00eb RPA-n\u00eb p\u00ebr t\u00eb ekzekutuar komandat.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Natyrisht, detajimi i udh\u00ebzimeve hap pas hapi mund t\u00eb b\u00ebhet i pamundur, duke pasur parasysh kompleksitetin e mjaftuesh\u00ebm \u2013 prandaj kombinimi i RPA-s\u00eb dhe Inteligjenc\u00ebs Artificiale \u00ebsht\u00eb e ardhmja e automatizimit.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_RPA_me_njohjen_optike_te_karakterit\"><\/span><strong>1. RPA me njohjen optike t\u00eb karakterit<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\"> <\/span><a href=\"https:\/\/ieeexplore.ieee.org\/document\/9532902\"><br \/>\n  <span style=\"font-weight: 400;\">N\u00eb automatizimin e proceseve robotike me IA dhe OCR p\u00ebr t\u00eb p\u00ebrmir\u00ebsuar procesin e biznesit<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  (Shidaganti, 2021), autori p\u00ebrshkruan kufizimet e RPA, duke sugjeruar: &#8220;\u00c7do ndryshim n\u00eb procesin e automatizuar k\u00ebrkon ndryshime t\u00eb drejtp\u00ebrdrejta n\u00eb aplikimin RPA.&#8221; Shidaganti propozon IA si zgjidhje p\u00ebr k\u00ebt\u00eb proces dhe b\u00ebn nj\u00eb argument p\u00ebr Njohjen Optike t\u00eb Karakterit (OCR) si nj\u00eb rritje themelore t\u00eb RPA.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">N\u00eb t\u00eb v\u00ebrtet\u00eb, OCR ka ndikuar tek bizneset duke hapur RPA ndaj t\u00eb dh\u00ebnave t\u00eb pastrukturuara. Mjetet RPA OCR t\u00eb drejtuara nga AI mund t\u00eb lexojn\u00eb informacione nga dokumentet e shtypura dhe madje edhe tekstin e shkruar. Ka tre mund\u00ebsi kryesore p\u00ebr RPA q\u00eb integrimi OCR leht\u00ebson.<\/span><\/p>\n<ul>\n<li><span style=\"font-weight: 400;\">Kodet OCR strukturuan t\u00eb dh\u00ebnat, duke lejuar RPA t\u00eb punoj\u00eb me hyrje t\u00eb paparashikueshme<\/span><\/li>\n<li><span style=\"font-weight: 400;\">RPA mund t\u00eb automatizoj\u00eb makinat e larg\u00ebta duke deshifruar at\u00eb q\u00eb po ndodh n\u00eb ekranet e tyre p\u00ebrkat\u00ebse<\/span><\/li>\n<li><span style=\"font-weight: 400;\">OCR, s\u00eb bashku me Machine Learning, mund t\u00eb ndihmoj\u00eb me Know Your Customer (KYC), Anti Money Laundering (AML) dhe Fraud Detection duke skanuar dokumentet. T\u00eb m\u00ebsuarit dhe vendimet e teknologjis\u00eb mund t\u00eb integrohen me RPA, duke lejuar hapjen m\u00eb t\u00eb shpejt\u00eb t\u00eb llogaris\u00eb, hipnotizimin, vendimet e huas\u00eb, e k\u00ebshtu me radh\u00eb.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Machine_Learning_dhe_RPA\"><\/span><strong>2. Machine Learning dhe RPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Automatizimi i proceseve robotike dhe m\u00ebsimi i makinerive jan\u00eb nj\u00eb shembull tjet\u00ebr i p\u00ebrdorimit t\u00eb IA p\u00ebr t\u00eb kap\u00ebrcyer kufizimet e qen\u00ebsishme t\u00eb RPA. Q\u00eb nga viti 2016, ekspert\u00ebt e automatizimit n\u00eb industrin\u00eb e sigurimeve kishin identifikuar  <\/span><a href=\"https:\/\/www.ma.imperial.ac.uk\/~dbrigo\/roboticsinsurance.pdf\"><span style=\"font-weight: 400;\">Mund\u00ebsit\u00eb e automatizimit t\u00eb procesit robotik kognitiv (RPA).<\/span><\/a><span style=\"font-weight: 400;\">  N\u00eb k\u00ebt\u00eb shkrim, autor\u00ebt diskutojn\u00eb si horizonte t\u00eb mundshme &#8220;vet\u00eb-optimizimin e sh\u00ebrbimit ndaj klientit, \u00e7mimin e kredis\u00eb, k\u00ebshillat financiare, ose pretendimet ose trajtimin e ankesave&#8221;.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">N\u00eb at\u00eb q\u00eb duhet t\u00eb sh\u00ebrbej\u00eb si shenj\u00eb e p\u00ebrparimit, \u00ebsht\u00eb interesante t\u00eb shoh\u00ebsh se si mjetet robotike t\u00eb automatizimit t\u00eb makinerive t\u00eb automatizimit jan\u00eb b\u00ebr\u00eb t\u00eb zakonshme n\u00eb vet\u00ebm nj\u00eb hap\u00ebsir\u00eb t\u00eb shkurt\u00ebr kohe.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">M\u00ebsimi i makinerive \u00ebsht\u00eb kudo. Ai p\u00ebrshkruan procesin e m\u00ebsimdh\u00ebnies s\u00eb nj\u00eb makinerie p\u00ebr t\u00eb ekzekutuar detyrat me udh\u00ebzime programimi eksplicite. Si\u00e7 mund ta dini, kjo p\u00ebrfshin makinat q\u00eb p\u00ebrdorin algoritme p\u00ebr t\u00eb analizuar dhe gjetur modele brenda nj\u00eb grupi t\u00eb dh\u00ebnash. Pasi t\u00eb trajnohet, makina mund t\u00eb p\u00ebrpunoj\u00eb t\u00eb dh\u00ebna t\u00eb tjera dhe t\u00eb prodhoj\u00eb mendjeholl\u00ebsi dhe parashikime.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">RPA dhe Machine Learning jan\u00eb nj\u00eb p\u00ebrputhje e shk\u00eblqyer sepse kjo do t\u00eb thot\u00eb se RPA b\u00ebhet m\u00eb e zgjuar, m\u00eb intuitive, dhe e aft\u00eb p\u00ebr t&#8217;u marr\u00eb me t\u00eb dh\u00ebnat e pastrukturuara.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_RPA_me_Deep_Learning\"><\/span><strong>3. RPA me Deep Learning<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Machine Learning \u00ebsht\u00eb nj\u00eb n\u00ebn-grup i IA, nd\u00ebrsa Deep Learning \u00ebsht\u00eb nj\u00eb n\u00ebn-grup i Machine Learning. Dallimi midis Deep Learning dhe Machine Learning \u00ebsht\u00eb ndoshta subtil p\u00ebr disa njer\u00ebz, por ia vlen t\u00eb eksplorohet. M\u00ebsimi i makineris\u00eb \u00ebsht\u00eb trajnuar mbi t\u00eb dh\u00ebnat p\u00ebr t\u00eb ndihmuar n\u00eb vendimet dhe parashikimet.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">  Megjithat\u00eb, teknologjis\u00eb zakonisht i mungon aft\u00ebsia p\u00ebr t&#8217;u p\u00ebrmir\u00ebsuar vet\u00eb me kalimin e koh\u00ebs. N\u00eb kontrast me k\u00ebt\u00eb, Deep Learning p\u00ebrfshin p\u00ebrdorimin e rrjeteve nervore p\u00ebr t\u00eb m\u00ebsuar dhe p\u00ebrmir\u00ebsuar performanc\u00ebn e saj. Me fjal\u00eb t\u00eb tjera, fal\u00eb Deep Learning, RPA dhe ML kombinohen p\u00ebr t\u00eb nd\u00ebrtuar automatizime q\u00eb p\u00ebrmir\u00ebsohen n\u00ebp\u00ebrmjet p\u00ebrvoj\u00ebs.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Natyrisht, Deep Learning k\u00ebrkon nj\u00eb sasi t\u00eb pabesueshme t\u00eb dh\u00ebnash p\u00ebr t\u00eb kryer k\u00ebt\u00eb funksion. N\u00eb at\u00eb q\u00eb \u00ebsht\u00eb nj\u00eb shembull tjet\u00ebr i simbioz\u00ebs s\u00eb thell\u00eb midis IA dhe RPA, bots jan\u00eb ideale p\u00ebr t\u00eb ndihmuar n\u00eb procesin e mundimsh\u00ebm t\u00eb mbledhjes s\u00eb k\u00ebtyre t\u00eb dh\u00ebnave t\u00eb trajnimit. Mjetet RPA mund t\u00eb aksesojn\u00eb faqe t\u00eb ndryshme interneti dhe depo t\u00eb tjera informacioni p\u00ebr t\u00eb mbledhur k\u00ebt\u00eb informacion, duke siguruar q\u00eb algoritmi Deep Learning t\u00eb ket\u00eb shum\u00eb t\u00eb dh\u00ebna p\u00ebr t&#8217;u p\u00ebrmir\u00ebsuar.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">M\u00ebsimi i thell\u00eb gjithashtu u mund\u00ebson bots t\u00eb shfryt\u00ebzojn\u00eb pjes\u00ebn e sip\u00ebrme t\u00eb analitik\u00ebs parashikuese. Kur RPA has n\u00eb p\u00ebrjashtime, ajo mund t&#8217;i barazoj\u00eb ato me modelet e pritura ose t\u00eb papritura, duke eleminuar var\u00ebsin\u00eb ndaj nd\u00ebrhyrjes njer\u00ebzore.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kur robot\u00ebt e men\u00e7ur mund t\u00eb marrin vendime t\u00eb drejtuara nga t\u00eb dh\u00ebnat, ata mund t&#8217;u p\u00ebrgjigjen klient\u00ebve n\u00eb m\u00ebnyra optimale. Nj\u00eb shembull i k\u00ebtyre aplikacioneve brenda RPA p\u00ebrfshin mjetet e analiz\u00ebs s\u00eb ndjenjave q\u00eb p\u00ebrdorin p\u00ebrpunimin e gjuh\u00ebs natyrore (NLP) p\u00ebr t\u00eb dekoduar gjendjen shpirt\u00ebrore t\u00eb konsumator\u00ebve. Nga ana tjet\u00ebr, bots mund t\u00eb modulojn\u00eb p\u00ebrgjigjen e tyre p\u00ebr t\u00eb goditur nj\u00eb sh\u00ebnim t\u00eb p\u00ebrshtatsh\u00ebm. Ky dinamiz\u00ebm mund t\u00eb b\u00ebj\u00eb shum\u00eb p\u00ebr t\u00eb kap\u00ebrcyer boshll\u00ebqet midis sh\u00ebrbimit empatik t\u00eb klientit njer\u00ebzor dhe alternativ\u00ebs s\u00eb tij t\u00eb mekanizuar.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_RPA_dhe_njohja_e_imazhit\"><\/span><strong>4. RPA dhe njohja e imazhit<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u00c7iftimi i RPA me softuerin e njohjes s\u00eb imazhit \u00ebsht\u00eb nj\u00eb shembull tjet\u00ebr i p\u00ebrdorimit t\u00eb IA p\u00ebr t\u00eb kap\u00ebrcyer paaft\u00ebsin\u00eb e RPA p\u00ebr t&#8217;u marr\u00eb me t\u00eb dh\u00ebnat e rr\u00ebmujshme ose t\u00eb pastrukturuara. N\u00eb gazet\u00eb  <\/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\"><span style=\"font-weight: 400;\">Analiza dhe aplikimi i teknologjive t\u00eb inteligjenc\u00ebs artificiale n\u00eb fush\u00ebn e robot\u00ebve softuerik\u00eb<\/span><\/p>\n<p><\/a> RPA p\u00ebr automatizimin e proceseve t\u00eb biznesit <span style=\"font-weight: 400;\"> (Kanakov, 2022), autori p\u00ebrshkruan disa p\u00ebrdorime magjeps\u00ebse t\u00eb RPA dhe Njohjes s\u00eb Imazhit n\u00eb lidhje me automatizimin e pun\u00ebsimit t\u00eb kontrolleve t\u00eb sfondit ose ndihm\u00ebn p\u00ebr zbulimin e mashtrimeve. <\/span> <\/p>\n<p><span style=\"font-weight: 400;\">Raste t\u00eb tjera p\u00ebrdorimi t\u00eb propozuara nga Kanakov p\u00ebrfshijn\u00eb p\u00ebrdorimin e njohjes s\u00eb fytyr\u00ebs p\u00ebr sigurin\u00eb e nd\u00ebrtes\u00ebs, me mjete RPA t\u00eb lidhura me kamerat. Aplikacionet jan\u00eb v\u00ebrtet t\u00eb pafundme. P\u00ebr shembull, dron\u00ebt ose kamerat mund t\u00eb skanojn\u00eb \u00e7do num\u00ebr mjedisesh p\u00ebr anomali. Sapo t\u00eb zbulohet, nj\u00eb sistem RPA mund t&#8217;ua raportoj\u00eb problemet pal\u00ebve p\u00ebrkat\u00ebse, duke siguruar ndreqje t\u00eb shpejt\u00eb.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_RPA_me_IA_gjeneruese\"><\/span><strong>5. RPA me IA gjeneruese<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">N\u00eb nj\u00eb <\/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;\">artikull n\u00eb Forbes<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">, Clint Boulton i DELL p\u00ebrdor nj\u00eb analogji fantastike kur krahason RPA dhe Generative IA. Ai sugjeron se &#8220;N\u00eb nj\u00eb event gala, RPA po kontrollon list\u00ebn e t\u00eb ftuarve, po num\u00ebron biletat dhe po monitoron gj\u00ebra si kapaciteti i dhom\u00ebs, ngrohja dhe ndri\u00e7imi.&#8221; Pastaj, ai thot\u00eb: &#8220;Nd\u00ebrkoh\u00eb, Generative IA po krijon reklama p\u00ebr ngjarjen, po shkruan fjalime urimi p\u00ebr t\u00eb nderuar dhe po b\u00ebn biseda me \u00e7do mysafir.&#8221;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ajo q\u00eb \u00ebsht\u00eb kaq e fuqishme n\u00eb lidhje me k\u00ebt\u00eb analogji \u00ebsht\u00eb se ajo kap n\u00eb m\u00ebnyr\u00eb t\u00eb p\u00ebrsosur di\u00e7ka q\u00eb t\u00eb gjith\u00eb e kemi v\u00ebrejtur n\u00eb vitin e fundit apo m\u00eb shum\u00eb. AI gjeneruese \u00ebsht\u00eb aq interesante dhe e fuqishme sa nuk mund t\u00eb mos mrekullohemi nga prodhimi i saj. Megjithat\u00eb, pa dik\u00eb (RPA) q\u00eb robtohet n\u00eb sfond duke kryer detyra t\u00eb vogla, nuk mund t\u00eb ket\u00eb ngjarje ose t\u00eb pakt\u00ebn jo funksionale.  <\/span><\/p>\n<p><a href=\"https:\/\/www.gartner.com\/en\/topics\/generative-ai\"><span style=\"font-weight: 400;\">Per Gartner, Generative IA ofron shum\u00eb opsione.<\/span><\/a><span style=\"font-weight: 400;\">  Ajo mund t\u00eb gjeneroj\u00eb shpejt p\u00ebrmbajtje t\u00eb shkruara, imazhe, video, muzik\u00eb, e madje edhe kod. Disa nga mund\u00ebsit\u00eb jan\u00eb menj\u00ebher\u00eb t\u00eb dukshme, t\u00eb tilla si sh\u00ebrbimi bisedor ndaj klientit.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Por chatbot\u00ebt e p\u00ebrmir\u00ebsuar jan\u00eb vet\u00ebm fillimi; Raste t\u00eb tjera p\u00ebrdorimi p\u00ebr RPA dhe Generative IA p\u00ebrfshijn\u00eb ndihm\u00ebn e RPA-s\u00eb p\u00ebr t\u00eb kuptuar t\u00eb dh\u00ebnat e pastrukturuara t\u00eb shum\u00eb formave dhe madje edhe rritjen e RPA-s\u00eb me vendim-marrjen, analiz\u00ebn e t\u00eb dh\u00ebnave, dhe m\u00eb shum\u00eb.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_Mori_pjese_ne_automatizimin\"><\/span><strong>6. Mori pjes\u00eb n\u00eb automatizimin<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Ju mund t\u00eb ndani automatizimin n\u00eb dy kategori: T\u00eb ndjekur dhe t\u00eb patrajtuar. Si\u00e7 mund ta prisni, Unattended Automation do t\u00eb thot\u00eb se bot ekzekuton proceset pa asnj\u00eb hyrje njer\u00ebzore. N\u00eb kontrast, Attended Automation p\u00ebrshkruan detyrat q\u00eb k\u00ebrkojn\u00eb nd\u00ebrveprimin e njeriut gjat\u00eb, n\u00eb minimum, nj\u00eb hap gjat\u00eb rrug\u00ebs.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ka disa m\u00ebnyra se si kjo mund t\u00eb funksionoj\u00eb. P\u00ebr shembull, procesi i automatizuar mund t\u00eb k\u00ebrkoj\u00eb nj\u00eb shkarkues manual. P\u00ebrndryshe, nj\u00eb nga hapat mund t\u00eb ket\u00eb nevoj\u00eb p\u00ebr kredenciale sigurie gjat\u00eb procesit. Megjithat\u00eb, orkestrimet m\u00eb komplekse jan\u00eb t\u00eb mundshme k\u00ebtu fal\u00eb Automatizimit robotik t\u00eb desktopit (RDA).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Automatizimi robotik i desktopit (RDA) \u00ebsht\u00eb nj\u00eb form\u00eb e Automatizimit t\u00eb Ndjekur. Megjithat\u00eb, fal\u00eb mjeteve AI si ML dhe Optical Character Recognition, k\u00ebta robot\u00eb qepin dinamikisht s\u00eb bashku procese t\u00eb shumta t\u00eb workflow-it, duke automatizuar vazhdimisht detyra t\u00eb ndryshme p\u00ebr nj\u00eb p\u00ebrdorues individual. N\u00eb k\u00ebt\u00eb skenar, bot RDA vepron si nj\u00eb asistent virtual, duke rimarr\u00eb t\u00eb dh\u00ebna, duke d\u00ebrguar skedar\u00eb dhe duke gjeneruar raporte nd\u00ebrsa operativi njer\u00ebzor flet me nj\u00eb klient.  <\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_Robote_vete-sherues\"><\/span><strong>7. Robot\u00eb vet\u00eb-sh\u00ebrues<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Nj\u00eb <\/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;\">sondazh i Gjendjes s\u00eb RPA nga viti 2022<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  zbuloi nj\u00eb \u00e7\u00ebshtje q\u00eb prek disa biznese q\u00eb miratojn\u00eb zgjidhje RPA. Mbi 69% e t\u00eb anketuarve sugjerojn\u00eb se p\u00ebrjetojn\u00eb nj\u00eb bot RPA t\u00eb thyer \u00e7do jav\u00eb. M\u00eb keq akoma, mbi 40% sugjeruan se duhen m\u00eb shum\u00eb se 5 or\u00eb p\u00ebr t\u00eb rregulluar robotin e tyre, me t\u00eb anketuarit e tjer\u00eb q\u00eb sugjerojn\u00eb se ndreqja mund t\u00eb marr\u00eb m\u00eb shum\u00eb se nj\u00eb dit\u00eb.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">K\u00ebto shifra jan\u00eb t\u00eb larta n\u00eb m\u00ebnyr\u00eb t\u00eb papranueshme. Megjithat\u00eb, sondazhi nuk hyn n\u00eb specifikat e problemit. Arsyet e zakonshme p\u00ebr d\u00ebshtimin e RPA p\u00ebrfshijn\u00eb ndryshimet hyr\u00ebse, robot\u00ebt q\u00eb hasin n\u00eb p\u00ebrjashtime, t\u00eb dh\u00ebna jo t\u00eb plota, testime t\u00eb dob\u00ebta, ose munges\u00eb mir\u00ebmbajtjeje, p\u00ebr t\u00eb p\u00ebrmendur disa.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">RPA vet\u00eb-sh\u00ebruese p\u00ebrshkruan nj\u00eb sistem q\u00eb mund t\u00eb rregullohet pa hyrjen e nj\u00eb pun\u00ebtori njer\u00ebzor.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bots RPA vet\u00eb-sh\u00ebruese jan\u00eb b\u00ebr\u00eb t\u00eb mundura n\u00ebp\u00ebrmjet algoritmeve IA q\u00eb monitorojn\u00eb performanc\u00ebn e detyr\u00ebs s\u00eb automatizuar. Kur lindin probleme, k\u00ebto mjete t\u00eb dobishme hyjn\u00eb n\u00eb veprim, identifikojn\u00eb shkakun rr\u00ebnj\u00ebsor dhe zbatojn\u00eb nj\u00eb rregullim. Pjesa m\u00eb e madhe \u00ebsht\u00eb rritja e performanc\u00ebs dhe m\u00eb shum\u00eb koha e lir\u00eb.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"8_Minierat_e_perpunimit_te_zgjuar\"><\/span><strong>8. Minierat e p\u00ebrpunimit t\u00eb zgjuar<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">P\u00ebrpunimi i minierave n\u00eb kontekstin e RPA p\u00ebrfshin zbulimin e detyrave q\u00eb bizneset mund t\u00eb automatizojn\u00eb. Duke p\u00ebrdorur aft\u00ebsit\u00eb analitike t\u00eb avancuara t\u00eb IA, ekipet mund t\u00eb minojn\u00eb workflow-et e tyre t\u00eb biznesit p\u00ebr t\u00eb gjetur detyra q\u00eb mund t\u00eb automatizohen dhe t\u00eb b\u00ebjn\u00eb parashikime rreth ndikimit t\u00eb k\u00ebtij automatizimi.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Minierat e procesit p\u00ebrdorin ML dhe analitik\u00ebn e t\u00eb dh\u00ebnave. P\u00ebr shembull, ajo p\u00ebrdor softuerin e regjistrimit t\u00eb ekranit p\u00ebr t\u00eb kapur t\u00eb dh\u00ebnat e workflow, duke i thyer ato n\u00eb hapa. Pastaj, ML ose mjetet analitike drejtojn\u00eb modele t\u00eb k\u00ebtyre detyrave dhe gjejn\u00eb fusha q\u00eb mund t\u00eb shnd\u00ebrrohen n\u00eb procese t\u00eb automatizuara. Mjetet e IA u japin bizneseve nj\u00eb mbik\u00ebqyrje dhe kuptim m\u00eb t\u00eb mir\u00eb t\u00eb detyrave, duke i lejuar ata t\u00eb identifikojn\u00eb var\u00ebsit\u00eb, bllokimet dhe joefikasitetin.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00c7ift\u00ebzimi i RPA-s\u00eb dhe p\u00ebrpunimi i minierave s\u00eb bashku \u00ebsht\u00eb shum\u00eb i fuqish\u00ebm, sepse mund t\u00eb ndihmoj\u00eb bizneset t\u00eb zbulojn\u00eb procese q\u00eb p\u00ebrndryshe nuk mund t&#8217;i zbulojn\u00eb. Kjo do t\u00eb thot\u00eb se ju mund t\u00eb merrni m\u00eb shum\u00eb vler\u00eb nga investimet tuaja RPA dhe t\u00eb komplikoni m\u00eb tej p\u00ebrfitimet e tjera t\u00eb RPA, si reduktimi i kostove dhe rritja e produktivitetit.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Gj\u00ebja tjet\u00ebr q\u00eb mund t\u00eb vini re k\u00ebtu \u00ebsht\u00eb se minierat e procesit mund t\u00eb shkurtojn\u00eb koh\u00ebn e zbulimit p\u00ebr proceset e p\u00ebrshtatshme RPA. Kjo do t\u00eb thot\u00eb se zbatimi juaj del nga toka shum\u00eb m\u00eb shpejt.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"9_Automatizimi_i_testimit_te_softuerit\"><\/span><strong>9. Automatizimi i testimit t\u00eb softuerit<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Zhvilluesit dhe botuesit e softuerit kan\u00eb dor\u00ebzuar disa nga teknologjit\u00eb m\u00eb p\u00ebr\u00e7ar\u00ebse q\u00eb kemi gjat\u00eb dekadave t\u00eb fundit. Megjithat\u00eb, vet\u00eb industria e tyre ka kaluar edhe n\u00ebp\u00ebr di\u00e7ka t\u00eb nj\u00eb revolucioni. Metodologjit\u00eb DevOps dhe Agile kan\u00eb ndihmuar zhvilluesit t\u00eb p\u00ebrmbushin k\u00ebrkes\u00ebn p\u00ebr produkte t\u00eb shpejta dhe vazhdimisht n\u00eb p\u00ebrmir\u00ebsim, nd\u00ebrsa tubacionet CI\/CD gjithashtu kontribuojn\u00eb n\u00eb koh\u00eb m\u00eb t\u00eb shpejta n\u00eb treg.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">RPA \u00ebsht\u00eb nj\u00eb mjet fantastik p\u00ebr lloje specifike t\u00eb testimit t\u00eb softuerit. McKinsey sugjeron se zhvillimi i softuerit t\u00eb gjenerat\u00ebs s\u00eb ardhshme \u00ebsht\u00eb pak pas IA p\u00ebrsa i p\u00ebrket  <\/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;\">Tendencat m\u00eb t\u00eb m\u00ebdha teknologjike p\u00ebr vitin 2023<\/span><\/a><span style=\"font-weight: 400;\">. Automatizimi i testimit t\u00eb softuerit, i fuqizuar si nga RPA ashtu edhe nga AI, do t\u00eb jet\u00eb n\u00eb krye t\u00eb k\u00ebsaj prirjeje, me kodin e shkrimit Generative AI dhe ekipet joteknike q\u00eb do t\u00eb mir\u00ebpriten n\u00eb vath\u00eb fal\u00eb mjeteve pa kod.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Si\u00e7 sugjeron partneri i firm\u00ebs s\u00eb konsulenc\u00ebs, Santiago Comella-Dorda, &#8220;Zhvilluesit jan\u00eb ndoshta nj\u00eb nga asetet m\u00eb t\u00eb vlefshme p\u00ebr sip\u00ebrmarrjen moderne dixhitale, megjithat\u00eb ata shpenzojn\u00eb m\u00eb shum\u00eb se 40 p\u00ebr qind t\u00eb koh\u00ebs s\u00eb tyre n\u00eb detyra t\u00eb p\u00ebrs\u00ebritura dhe me vler\u00eb t\u00eb ul\u00ebt q\u00eb mund t\u00eb automatizohen leht\u00ebsisht me nj\u00eb set veglash moderne.&#8221;<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"10_RPA_Automatizimi_inteligjent\"><\/span><strong>10. RPA Automatizimi inteligjent<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Automatizimi i proceseve robotike t\u00eb inteligjenc\u00ebs artificiale, i quajtur edhe Automatizimi i Procesit Inteligjent (IPA), konsiderohet t\u00eb jet\u00eb faza tjet\u00ebr e automatizimit. Duhet RPA dhe shton aft\u00ebsit\u00eb njoh\u00ebse n\u00ebp\u00ebrmjet IA. Ajo mund t\u00eb p\u00ebrfshij\u00eb RPA me t\u00eb gjitha ose disa nga teknologjit\u00eb e tjera t\u00eb IA t\u00eb listuara m\u00eb sip\u00ebr.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">N\u00eb nj\u00eb <\/span><a href=\"https:\/\/www.ibm.com\/thought-leadership\/institute-business-value\/en-us\/report\/automation-workflows\"><br \/>\n  <span style=\"font-weight: 400;\">sondazh t\u00eb IBM t\u00eb drejtuesve t\u00eb C-Suite<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">, 90% e t\u00eb anketuarve sugjeruan se Intelligent Automation i ndihmoi ata t\u00eb kryenin &#8220;mbi mesataren n\u00eb menaxhimin e ndryshimeve organizative n\u00eb p\u00ebrgjigje t\u00eb prirjeve t\u00eb reja t\u00eb biznesit.&#8221; Kjo ndjenj\u00eb flet p\u00ebr aft\u00ebsin\u00eb e RPA dhe IA p\u00ebr t\u00eb krijuar zgjidhje t\u00eb shkath\u00ebta dhe t\u00eb fuqishme q\u00eb mund t\u00eb ofrojn\u00eb nj\u00eb avantazh t\u00eb v\u00ebrtet\u00eb konkurrues.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">D\u00ebshmi t\u00eb fuqis\u00eb s\u00eb RPA dhe IA p\u00ebr t\u00eb sjell\u00eb ndryshime organizative mund t\u00eb gjenden n\u00eb reagimin e komunitetit t\u00eb biznesit ndaj pandemis\u00eb COVID-19.  <\/span><a href=\"https:\/\/www.mdpi.com\/2071-1050\/13\/14\/8020\"><span style=\"font-weight: 400;\">Miratimi i teknologjis\u00eb robotike t\u00eb automatizimit t\u00eb proceseve p\u00ebr t\u00eb siguruar proceset e biznesit gjat\u00eb pandemis\u00eb COVID-19  <\/span><\/a><span style=\"font-weight: 400;\">(Siderska, 2021) tregoi se si 60% e bizneseve polake t\u00eb studiuara ishin n\u00eb gjendje t\u00eb zbatonin vazhdim\u00ebsin\u00eb e biznesit fal\u00eb mjeteve RPA. Sipas studimit, AI dhe Analytics ishin kontribues t\u00eb m\u00ebdhenj.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">N\u00eb nj\u00eb sondazh t\u00eb fundit <\/span> t\u00eb <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\"><span style=\"font-weight: 400;\">Gartner<\/span><\/p>\n<p><\/a><span style=\"font-weight: 400;\">, plot 80% e ekzekutiv\u00ebve zbuluan bindjen e tyre se automatizimi mund t\u00eb aplikohet n\u00eb \u00e7do proces biznesi. Kjo statistik\u00eb \u00ebsht\u00eb nj\u00eb d\u00ebshmi e jasht\u00ebzakonshme e fuqis\u00eb s\u00eb RPA kur p\u00ebrdoret me IA. \u00cbsht\u00eb e pamundur t\u00eb imagjinohet se ky num\u00ebr mund t\u00eb jet\u00eb kaq i lart\u00eb pa rritjen e RPA nga IA.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Sa p\u00ebr t\u00eb ardhmen, k\u00ebrkimet n\u00eb <\/span><a href=\"https:\/\/iopscience.iop.org\/article\/10.1088\/1741-2560\/13\/5\/051001\/pdf\"><br \/>\n  <span style=\"font-weight: 400;\">p\u00ebrpunimin neuromorfik<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  \u2014 nj\u00eb sistem i p\u00ebrpunimit t\u00eb informacionit q\u00eb bazohet n\u00eb struktur\u00ebn e trurit \u2014 mund t\u00eb \u00e7oj\u00eb n\u00eb nj\u00eb njohje m\u00eb t\u00eb madhe dhe inteligjenc\u00eb makinerike. Ajo q\u00eb \u00ebsht\u00eb kaq emocionuese n\u00eb k\u00ebt\u00eb horizont \u00ebsht\u00eb se k\u00ebto modele t\u00eb inteligjenc\u00ebs k\u00ebrkojn\u00eb shum\u00eb m\u00eb pak t\u00eb dh\u00ebna trajnimi, q\u00eb do t\u00eb thot\u00eb se ato mund t\u00eb jen\u00eb n\u00eb dispozicion t\u00eb sip\u00ebrmarrjeve.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Si_do_ta_ndryshoje_te_ardhmen_RPA_e_fuqizuar_nga_AI\"><\/span><strong>Si do ta ndryshoj\u00eb t\u00eb ardhmen RPA e fuqizuar nga AI<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"te_punes_dhe_shoqerise\"><\/span><strong>  t\u00eb pun\u00ebs dhe shoq\u00ebris\u00eb  <\/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=\"Automatizimi i procesit inteligjent vs. RPA - Dallimet, t\u00eb p\u00ebrbashk\u00ebtat, mjetet dhe kryq\u00ebzimet\/mbivendosjet\" 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;\">Mjetet e automatizimit t\u00eb procesit IA sapo po ngrohen. Ja disa fusha ku IA do t\u00eb ndikoj\u00eb m\u00eb tej n\u00eb automatizimin.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Industria_40\"><\/span><strong>1. Industria 4.0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Revolucioni i par\u00eb Industrial u fuqizua nga avulli, i dyti nga energjia elektrike. Revolucioni i Tret\u00eb Industrial u mund\u00ebsua nga teknologjit\u00eb dixhitale gjat\u00eb viteve 1970. Kur b\u00ebhet fjal\u00eb p\u00ebr Revolucionin e Kat\u00ebrt Industrial, i njohur edhe si Industria 4.0, ka disa kandidat\u00eb teknologjik\u00eb, si Digital Twins, Virtual Reality, Internet of Things (IoT), AI dhe ML, e madje edhe printim 3D.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Megjithat\u00eb, nj\u00eb <\/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;\">sondazh i IMD Global Supply Chain<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  Nga viti 2022 zbulohet nj\u00eb e v\u00ebrtet\u00eb shqet\u00ebsuese. Nga m\u00eb shum\u00eb se 200 drejtues t\u00eb prodhimit t\u00eb intervistuar, shum\u00eb pak e rendit\u00ebn teknologjin\u00eb e lidhur me Industrin\u00eb 4.0 si nj\u00eb p\u00ebrpar\u00ebsi t\u00eb madhe. Kjo \u00ebsht\u00eb shum\u00eb larg nga viti 2019 kur  <\/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% e t\u00eb anketuarve n\u00eb nj\u00eb sondazh t\u00eb McKinsey sugjeruan se Industria 4.0 ishte nj\u00eb p\u00ebrpar\u00ebsi kryesore strategjike.<\/span><\/a><\/p>\n<p><span style=\"font-weight: 400;\">N\u00eb gazet\u00ebn k\u00ebrkimore  <\/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;\">Automatizimi i proceseve robotike dhe inteligjenca artificiale n\u00eb industri  <\/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 Nj\u00eb p\u00ebrmbledhje e literatur\u00ebs  <\/span><\/a><span style=\"font-weight: 400;\">(Riberio, 2021), autori thot\u00eb se &#8220;duke pasur parasysh fush\u00ebveprimin e aplikimit t\u00eb IA, RPA gradualisht ka shtuar, n\u00eb ve\u00e7orit\u00eb e saj t\u00eb automatizimit, zbatimin e algoritmeve ose teknikat e IA t\u00eb aplikuara n\u00eb disa kontekste (p.sh., Planifikimi i Burimeve t\u00eb Nd\u00ebrmarrjeve, Kontabiliteti, Burimet Njer\u00ebzore) p\u00ebr t\u00eb klasifikuar, njohur, kategorizuar, etj.&#8221;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nd\u00ebrsa teknologjia vazhdon t\u00eb evoluoj\u00eb, mjetet dhe mund\u00ebsit\u00eb e reja do t\u00eb ndihmojn\u00eb Industrin\u00eb 4.0 t\u00eb b\u00ebhet nj\u00eb realitet i drejtuar nga IA.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Hiperautomation\"><\/span><strong>2. Hiperautomation<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Hiperautomatizimi \u00ebsht\u00eb evolucioni natyror i automatizimit. Megjithat\u00eb, n\u00eb vend t\u00eb automatizimit t\u00eb nj\u00eb detyre apo procesi biznesi t\u00eb caktuar, ajo k\u00ebrkon t\u00eb zgjeroj\u00eb aft\u00ebsit\u00eb e automatizimit n\u00eb t\u00eb gjith\u00eb organizat\u00ebn. Versioni p\u00ebrfundimtar do t\u00eb jet\u00eb nj\u00eb biznes plot\u00ebsisht i lidhur dhe kryesisht autonom ku workflows dhe vendimet do t\u00eb rationalizohen, agile, dhe resilient.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Hiperautomation p\u00ebrfshin nj\u00eb p\u00ebrzierje t\u00eb disa teknologjive. Kjo perfshin:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">RPSH<\/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;\">Automatizimi i procesit t\u00eb biznesit (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;\">P\u00ebrpunimi inteligjent i dokumenteve (IDP)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Orkestrimi i workflow-it<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">P\u00ebrpunimi i minierave<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">P\u00ebrpunimi i gjuh\u00ebs natyrore (NLP)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Binjaku dixhital i nj\u00eb organizate (DTO)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">RPA biseduese<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">RPA e vizionit kompjuterik<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Si\u00e7 \u00ebsht\u00eb paraqitur n\u00eb gazet\u00eb  <\/span><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2666351121000450#bib20\"><span style=\"font-weight: 400;\">Hiperautomation p\u00ebr p\u00ebrmir\u00ebsimin e automatizimit n\u00eb industri  <\/span><\/a><span style=\"font-weight: 400;\">(Haleem, 2021), &#8220;N\u00ebp\u00ebrmjet nj\u00eb p\u00ebrzierje t\u00eb teknologjive t\u00eb automatizimit, hiperautomation mund t\u00eb kap\u00ebrcej\u00eb disa kufizime t\u00eb nj\u00eb metode t\u00eb vetme t\u00eb pajisjes automatizuese. Kjo i lejon kompanit\u00eb t\u00eb kap\u00ebrcejn\u00eb p\u00ebrtej kufijve t\u00eb \u00e7do procesi dhe t\u00eb automatizojn\u00eb pothuajse \u00e7do operacion t\u00eb v\u00ebshtir\u00eb dhe t\u00eb shkall\u00ebzuar.&#8221;<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Me_pak_mbeshtetje_tek_ekspertet\"><\/span><strong>3. M\u00eb pak mb\u00ebshtetje tek ekspert\u00ebt<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Bumi i zhvillimit t\u00eb softuerit n\u00eb vitet e fundit ka nxjerr\u00eb n\u00eb pah nj\u00eb problem. Nd\u00ebrsa k\u00ebrkesa p\u00ebr aplikime dhe teknologji t\u00eb l\u00ebvizshme u rrit, furnizimi luftoi p\u00ebr t\u00eb vazhduar. Zhvilluesit e softuerit ishin n\u00eb munges\u00eb, q\u00eb do t\u00eb thot\u00eb se shum\u00eb pozicione u ul\u00ebn t\u00eb paplot\u00ebsuara p\u00ebr muaj t\u00eb t\u00ebr\u00eb.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Me pun\u00eb prestigjioze me gjasht\u00eb figura t\u00eb shtrira n\u00eb pritje t\u00eb kandidat\u00ebve t\u00eb kualifikuar, mund t&#8217;ju falet mendimi se njer\u00ebzit thjesht do t\u00eb ritrainoheshin dhe do t\u00eb korrnin shp\u00ebrblimet. Shkollat dhe universitetet u kontrolluan gjithashtu, me qeverit\u00eb q\u00eb sugjeruan se nuk po b\u00ebnin aq sa duhet p\u00ebr t\u00eb inkurajuar marrjen e temave STEM. Megjithat\u00eb, realiteti \u00ebsht\u00eb se kodimi \u00ebsht\u00eb i v\u00ebshtir\u00eb. Vet\u00ebm nj\u00eb pjes\u00eb e vog\u00ebl e popullsis\u00eb ka nj\u00eb aft\u00ebsi p\u00ebr k\u00ebt\u00eb pun\u00eb.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nd\u00ebrsa bota jon\u00eb b\u00ebhet gjithnj\u00eb e m\u00eb dixhitale, mungesa e koduesit fare mir\u00eb mund t\u00eb konsiderohet si nj\u00eb paralajm\u00ebrim q\u00eb nuk ia vum\u00eb veshin. Shyqyr q\u00eb automatizimi i drejtuar nga IA mund t&#8217;i jap\u00eb antidotin k\u00ebtij problemi.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Postet drejtuese k\u00ebrkojn\u00eb nj\u00eb p\u00ebrzierje t\u00eb aft\u00ebsive t\u00eb menaxhimit dhe njohurive t\u00eb thella t\u00eb l\u00ebnd\u00ebs. Leximi dhe m\u00ebsimi jan\u00eb vet\u00ebm nj\u00eb pjes\u00eb e asaj q\u00eb i b\u00ebn drejtuesit dhe an\u00ebtar\u00ebt e lart\u00eb t\u00eb ekipit t\u00eb vlefsh\u00ebm p\u00ebr nj\u00eb organizat\u00eb. Megjithat\u00eb, nd\u00ebrsa m\u00eb shum\u00eb industri p\u00ebrqafojn\u00eb teknologjin\u00eb, ky grup talentesh do t\u00eb shterohet.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Analitika e IA-s\u00eb mund t\u00eb p\u00ebrdor\u00eb sasi t\u00eb m\u00ebdha t\u00eb dh\u00ebnash historike p\u00ebr t\u00eb gjetur mendjeholl\u00ebsi dhe marr\u00ebdh\u00ebnie n\u00eb themel dhe p\u00ebr t\u00eb b\u00ebr\u00eb parashikime. K\u00ebto mjete do t\u00eb ndihmojn\u00eb p\u00ebr t\u00eb kap\u00ebrcyer hendekun e p\u00ebrvoj\u00ebs. Ajo mund t\u00eb sh\u00ebrbej\u00eb gjithashtu p\u00ebr t\u00eb demokratizuar vendim-marrjen mendjeholl\u00eb q\u00eb m\u00eb par\u00eb ishte ruajtja e bizneseve me buxhete t\u00eb m\u00ebdha.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nd\u00ebrsa vendimmarr\u00ebsit dhe strateg\u00ebt me p\u00ebrvoj\u00eb nuk do t\u00eb jen\u00eb kurr\u00eb jasht\u00eb mode, nj\u00eb biznes hiper-automatizuar i drejtuar nga Machine Learning (ML) dhe analitika e t\u00eb dh\u00ebnave do t\u00eb shkoj\u00eb rreth or\u00ebs, duke b\u00ebr\u00eb zgjedhje t\u00eb bazuara n\u00eb faktor\u00eb q\u00eb asnj\u00eb njeri nuk mund t&#8217;i konsideronte me vet\u00ebdije.<\/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 sugjeron se automatizimi i pun\u00ebs s\u00eb njohurive \u00ebsht\u00eb tani n\u00eb dukje<\/span><\/a><span style=\"font-weight: 400;\">. Ligji, ekonomia, arsimi, artet dhe teknologjia do t\u00eb p\u00ebrjetojn\u00eb t\u00eb gjitha nd\u00ebrprerje q\u00eb m\u00eb par\u00eb konsideroheshin vet\u00ebm p\u00ebr t\u00eb rrezikuar vendet m\u00eb pak t\u00eb kualifikuara t\u00eb pun\u00ebs. Megjithat\u00eb, se \u00e7far\u00eb do t\u00eb thot\u00eb kjo p\u00ebr fuqin\u00eb pun\u00ebtore t\u00eb p\u00ebrgjithshme \u00ebsht\u00eb ende p\u00ebr t&#8217;u p\u00ebrcaktuar.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Efikasitet_me_i_madh_i_qeverise\"><\/span><strong>4. Efikasitet m\u00eb i madh i qeveris\u00eb<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Shpenzimet e qeveris\u00eb jan\u00eb nj\u00eb \u00e7\u00ebshtje p\u00ebrjet\u00ebsisht e diskutueshme. N\u00eb t\u00eb gjith\u00eb bot\u00ebn, administratat demokratike kan\u00eb nj\u00eb reputacion p\u00ebr shpenzime t\u00eb kota dhe t\u00eb \u00e7rregullta. 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;\">K\u00ebrkimet nga Instituti i njohur Brookings<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">, organet qeveritare t\u00eb SHBA po p\u00ebrqafojn\u00eb IA dhe RPA. <\/span> <\/p>\n<p><span style=\"font-weight: 400;\">Departamente t\u00eb ndryshme si Administrata e Ushqimit dhe Barnave, Sigurimet Shoq\u00ebrore, Agjencia e Logjistik\u00ebs s\u00eb Mbrojtjes dhe Departamenti i Thesarit kan\u00eb miratuar IA dhe RPA p\u00ebr t\u00eb rritur produktivitetin dhe p\u00ebr t\u00eb ulur kostot e sh\u00ebrbimeve t\u00eb tyre thelb\u00ebsore. P\u00ebr m\u00eb tep\u00ebr, nj\u00eb  <\/span><a href=\"https:\/\/www.actiac.org\/documents\/act-iac-white-paper-process-automation-product-survey\"><br \/>\n  <span style=\"font-weight: 400;\">Sondazhi i American Council for Technology and the Industry Advisory Council (ACT-IAC) <\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">demonstron rastet e p\u00ebrdorimit nga rreth nj\u00eb duzin\u00eb organizatash qeveritare.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nj\u00eb qeveri m\u00eb e efektshme dhe m\u00eb me kosto efektive mund t\u00eb ket\u00eb nj\u00eb efekt transformues mbi shoq\u00ebrin\u00eb n\u00eb t\u00ebr\u00ebsi. Sh\u00ebrbimet mund t\u00eb b\u00ebhen m\u00eb t\u00eb efektshme dhe m\u00eb t\u00eb efektshme dhe taksat mund t\u00eb futen n\u00eb programe q\u00eb mund t\u00eb ndryshojn\u00eb jet\u00ebn e miliona njer\u00ebzve. Megjithat\u00eb, ky adoptim i p\u00ebrhapur thekson r\u00ebnd\u00ebsin\u00eb e eliminimit<\/span> <a href=\"https:\/\/hbr.org\/2019\/10\/what-do-we-do-about-the-biases-in-ai\"><br \/>\n  <span style=\"font-weight: 400;\"> Anshm\u00ebria n\u00eb IA,<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\"> ve\u00e7an\u00ebrisht n\u00ebse qeverit\u00eb mbar\u00ebbot\u00ebrore p\u00ebrdorin teknologjin\u00eb p\u00ebr t\u00eb nxitur vendimet e politik\u00ebs. <\/span> <\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Mendimet_e_fundit\"><\/span><strong>Mendimet e fundit<\/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=\"pastrimi i nj\u00eb konfuzioni n\u00eb automatizimin e testimit t\u00eb softuerit\" width=\"452\" height=\"301\"><\/p>\n<p><span style=\"font-weight: 400;\">AI ka patur nj\u00eb ndikim t\u00eb thell\u00eb n\u00eb teknologjin\u00eb RPA. Mjetet e automatizimit t\u00eb hersh\u00ebm ishin n\u00eb gjendje t\u00eb trajtonin shum\u00eb nga detyrat e kalbura dhe banale brenda vendit t\u00eb pun\u00ebs. Megjithat\u00eb, nd\u00ebrsa oreksi kolektiv p\u00ebr automatizimin u rrit, RPA u ndesh me kufijt\u00eb e saj. IA po i rr\u00ebzon k\u00ebto pengesa.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kombinimi i RPA dhe IA zgjeron potencialin e t\u00eb dy mjeteve. Bizneset tashm\u00eb po korrin shp\u00ebrblimet e Intelligent Automation, si p\u00ebrmir\u00ebsimi i sh\u00ebrbimit ndaj klientit, rritja e efikasitetit organizativ dhe reduktimi i kostove t\u00eb operimit. AI ka hapur fush\u00ebn e RPA n\u00eb m\u00ebnyra q\u00eb dukeshin t\u00eb pamundura vet\u00ebm nj\u00eb dekad\u00eb m\u00eb par\u00eb.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Megjithat\u00eb, historia e Automatizimit t\u00eb Proceseve Robotike dhe IA nuk ndalet k\u00ebtu. Fitime t\u00eb tjera do t\u00eb vijn\u00eb nd\u00ebrsa ecim drejt epok\u00ebs s\u00eb hiperautomatizimit. Do t\u00eb jet\u00eb nj\u00eb udh\u00ebtim i eg\u00ebr, k\u00ebshtu q\u00eb mos u lini pas dore.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Automatizimi i proceseve robotike \u00ebsht\u00eb nj\u00eb tren i arratisur. Sipas Dellitte, teknologjia do t\u00eb arrij\u00eb Adoptimi pothuajse universal deri n\u00eb vitin 2025. Megjithat\u00eb, vet\u00ebm p\u00ebr shkak se RPA po dominon bot\u00ebn e biznesit, kjo nuk do t\u00eb thot\u00eb se do t\u00eb ndaloj\u00eb s\u00eb evoluari. Po q\u00ebndrojm\u00eb n\u00eb nj\u00eb moment teknologjik emocionues. P\u00ebrparimet n\u00eb IA n\u00eb [&hellip;]<\/p>\n","protected":false},"author":14624,"featured_media":65201,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_titles_title":"AI n\u00eb automatizimin e proceseve robotike - Konvergjenca e AI & RPA","_seopress_titles_desc":"Q\u00eb nga llojet e RPA-s\u00eb dhe limitet e saj, deri te ndikimi aktual i rritjes s\u00eb IA-s\u00eb n\u00eb Automatizimin e Proceseve Robotike, learan \u00e7do gj\u00eb q\u00eb ka p\u00ebr t\u00eb ditur p\u00ebr IA n\u00eb 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":"t\u00eb dyja","_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":[468],"tags":[],"class_list":["post-65359","post","type-post","status-publish","format-standard","has-post-thumbnail","category-ai-sq"],"acf":{"short_name":"Ndikimi i IA n\u00eb RPA"},"_links":{"self":[{"href":"https:\/\/dev.zaptest.com\/sq\/wp-json\/wp\/v2\/posts\/65359","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dev.zaptest.com\/sq\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dev.zaptest.com\/sq\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dev.zaptest.com\/sq\/wp-json\/wp\/v2\/users\/14624"}],"replies":[{"embeddable":true,"href":"https:\/\/dev.zaptest.com\/sq\/wp-json\/wp\/v2\/comments?post=65359"}],"version-history":[{"count":0,"href":"https:\/\/dev.zaptest.com\/sq\/wp-json\/wp\/v2\/posts\/65359\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dev.zaptest.com\/sq\/wp-json\/wp\/v2\/media\/65201"}],"wp:attachment":[{"href":"https:\/\/dev.zaptest.com\/sq\/wp-json\/wp\/v2\/media?parent=65359"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dev.zaptest.com\/sq\/wp-json\/wp\/v2\/categories?post=65359"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dev.zaptest.com\/sq\/wp-json\/wp\/v2\/tags?post=65359"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}