{"id":97116,"date":"2026-05-27T11:03:16","date_gmt":"2026-05-27T14:03:16","guid":{"rendered":"https:\/\/www.ecommerceupdate.com.br\/?p=97116"},"modified":"2026-05-27T11:03:23","modified_gmt":"2026-05-27T14:03:23","slug":"ia-no-service-desk-como-as-empresas-estao-transformando-suporte-em-inteligencia-operacional","status":"publish","type":"post","link":"https:\/\/www.ecommerceupdate.com.br\/sq\/ia-no-service-desk-como-as-empresas-estao-transformando-suporte-em-inteligencia-operacional\/","title":{"rendered":"Inteligjenca artificiale n\u00eb tavolin\u00ebn e sh\u00ebrbimit: si kompanit\u00eb po e kthejn\u00eb mb\u00ebshtetjen n\u00eb inteligjenc\u00eb operacionale"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><em>Nga Edsel Simas, CTO i Setrion dhe Milldesk Help Desk Software<\/em>&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">N\u00eb operacionet e mesme dhe t\u00eb m\u00ebdha, tavolina e sh\u00ebrbimit ka pushuar s\u00eb qeni vet\u00ebm nj\u00eb funksion sh\u00ebrbimi p\u00ebr t'u b\u00ebr\u00eb nj\u00eb pik\u00eb strategjike e leximit t\u00eb operacionit t\u00eb TI-s\u00eb. V\u00ebllimi i thirrjeve mbetet i lart\u00eb, por ajo q\u00eb ndryshoi realisht ishte kompleksiteti: mjediset hibride, aplikacionet e shp\u00ebrndara, pajisjet e shumta dhe var\u00ebsia n\u00eb rritje nga SaaS krijuan nj\u00eb skenar n\u00eb t\u00eb cilin \u00e7do bilet\u00eb mbart m\u00eb shum\u00eb kontekst teknik se m\u00eb par\u00eb. N\u00eb k\u00ebt\u00eb mjedis, inteligjenca artificiale tani ka nj\u00eb rol shum\u00eb m\u00eb t\u00eb r\u00ebnd\u00ebsish\u00ebm sesa automatizimi i p\u00ebrgjigjeve: teknologjia fillon t\u00eb veproj\u00eb si nj\u00eb shtres\u00eb interpretimi q\u00eb riorganizon funksionimin e mb\u00ebshtetjes.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">T\u00eb dh\u00ebnat m\u00eb interesante n\u00eb k\u00ebt\u00eb kontekst nuk jan\u00eb vet\u00ebm rritja e adoptimit t\u00eb AI, por ndryshimi i pritjeve p\u00ebr tavolin\u00ebn e sh\u00ebrbimit. Sipas anketave t\u00eb industris\u00eb, organizatat p\u00ebrpunojn\u00eb mesatarisht m\u00eb shum\u00eb se 10 mij\u00eb bileta n\u00eb muaj, nd\u00ebrkoh\u00eb q\u00eb perceptimi i kompleksitetit operacional rritet vazhdimisht. Kjo e zhvendos fokusin nga efikasiteti tradicional, bazuar n\u00eb v\u00ebllim dhe SLA, n\u00eb aft\u00ebsin\u00eb p\u00ebr t\u00eb kuptuar, korreluar dhe zgjidhur problemet m\u00eb sakt\u00eb. K\u00ebtu AI fillon t\u00eb transformoj\u00eb tavolin\u00ebn e sh\u00ebrbimit n\u00eb nj\u00eb b\u00ebrtham\u00eb t\u00eb inteligjenc\u00ebs operacionale.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Nga pika e kontaktit n\u00eb shtres\u00ebn e inteligjenc\u00ebs<\/strong>&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">N\u00eb praktik\u00ebn ITIL, tavolina e sh\u00ebrbimit \u00ebsht\u00eb p\u00ebrcaktuar gjithmon\u00eb si pika qendrore e kontaktit midis p\u00ebrdoruesve dhe ofruesve t\u00eb sh\u00ebrbimeve. Ajo q\u00eb b\u00ebn AI \u00ebsht\u00eb zgjerimi i k\u00ebtij roli. N\u00eb vend q\u00eb thjesht t\u00eb regjistroj\u00eb dhe p\u00ebrcjell\u00eb k\u00ebrkesat, kjo pik\u00eb kontakti fillon t\u00eb interpretoj\u00eb sinjalet, t\u00eb parashikoj\u00eb problemet dhe t\u00eb strukturoj\u00eb njohurit\u00eb n\u00eb m\u00ebnyr\u00eb t\u00eb vazhdueshme.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">N\u00eb praktik\u00eb, ky transformim ndodh sepse AI zgjidh nj\u00eb problem q\u00eb automatizimi tradicional nuk ka qen\u00eb kurr\u00eb n\u00eb gjendje ta trajtoj\u00eb mir\u00eb: ballafaqimi me kontekstin jo t\u00eb plot\u00eb. Thirrjet rrall\u00eb vijn\u00eb t\u00eb strukturuara. P\u00ebrdoruesit p\u00ebrshkruajn\u00eb simptoma, jo shkaqe. Sistemet gjenerojn\u00eb sinjalizime pa shpjegime t\u00eb qarta. Ekipet punojn\u00eb me informacion t\u00eb fragmentuar. N\u00eb k\u00ebt\u00eb skenar, teknologjit\u00eb tradicionale t\u00eb automatizimit funksionojn\u00eb me kufizime t\u00eb dukshme. Modelet e AI mund t\u00eb interpretojn\u00eb gjuh\u00ebn natyrore, t\u00eb identifikojn\u00eb modele dhe t\u00eb sugjerojn\u00eb shtigje bazuar n\u00eb histori dhe sjellje.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ky p\u00ebrparim ndryshon thell\u00ebsisht dinamik\u00ebn e tavolin\u00ebs s\u00eb sh\u00ebrbimit. Ekzaminimi nuk \u00ebsht\u00eb m\u00eb nj\u00eb hap thjesht operacional dhe b\u00ebhet nj\u00eb hap analitik. Klasifikimi i biletave, p\u00ebrcaktimi i prioriteteve dhe synimi nuk varen m\u00eb ekskluzivisht nga rregullat fikse dhe fillojn\u00eb t\u00eb marrin n\u00eb konsiderat\u00eb kontekstin, historin\u00eb dhe ndikimin e mundsh\u00ebm. Kjo redukton gabimet e rrug\u00ebtimit, p\u00ebrmir\u00ebson p\u00ebrdorimin e specialist\u00ebve dhe redukton ripun\u00ebn.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">N\u00eb t\u00eb nj\u00ebjt\u00ebn koh\u00eb, AI fillon t\u00eb veproj\u00eb si nj\u00eb shtres\u00eb mb\u00ebshtet\u00ebse e drejtp\u00ebrdrejt\u00eb p\u00ebr analistin. Platformat ITSM tashm\u00eb p\u00ebrfshijn\u00eb ve\u00e7ori q\u00eb sintetizojn\u00eb incidente, sugjerojn\u00eb p\u00ebrgjigje dhe strukturojn\u00eb dokumentacionin automatikisht. Fitimi m\u00eb i r\u00ebnd\u00ebsish\u00ebm k\u00ebtu nuk \u00ebsht\u00eb vet\u00ebm shpejt\u00ebsia. \u00cbsht\u00eb nj\u00eb reduktim n\u00eb koh\u00ebn e t\u00eb kuptuarit t\u00eb problemit. N\u00eb operacione t\u00eb m\u00ebdha, pjesa m\u00eb e madhe e p\u00ebrpjekjeve \u00ebsht\u00eb n\u00eb rind\u00ebrtimin e kontekstit t\u00eb nj\u00eb incidenti. Kur ky proces p\u00ebrshpejtohet, koha totale e zgjidhjes tenton t\u00eb bjer\u00eb vazhdimisht.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Dinamika e re operacionale e tavolin\u00ebs s\u00eb sh\u00ebrbimit<\/strong>&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ekziston gjithashtu nj\u00eb efekt m\u00eb pak i duksh\u00ebm, por m\u00eb strukturor: p\u00ebrmir\u00ebsimi i cil\u00ebsis\u00eb s\u00eb njohurive. \u00c7do thirrje e zgjidhur fillon t\u00eb ushqej\u00eb baz\u00ebn e t\u00eb dh\u00ebnave n\u00eb nj\u00eb m\u00ebnyr\u00eb m\u00eb t\u00eb organizuar. AI transformon nd\u00ebrveprimet n\u00eb dokumentacion, identifikon modelet e p\u00ebrs\u00ebritura dhe forcon baz\u00ebn e njohurive. Me kalimin e koh\u00ebs, kjo redukton var\u00ebsin\u00eb nga njohurit\u00eb individuale dhe rrit kapacitetin p\u00ebr t\u00eb shkall\u00ebzuar operacionin.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ky cik\u00ebl, i cili p\u00ebrfshin kapjen, interpretimin, veprimin dhe t\u00eb m\u00ebsuarit, \u00ebsht\u00eb ajo q\u00eb e dallon automatizimin nga inteligjenca operacionale. Tavolina e sh\u00ebrbimit nuk \u00ebsht\u00eb m\u00eb vet\u00ebm nj\u00eb pik\u00eb kalimi dhe b\u00ebhet nj\u00eb sistem q\u00eb m\u00ebson vazhdimisht nga vet\u00eb operacioni.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nga k\u00ebndv\u00ebshtrimi i biznesit, ky transformim fillon t\u00eb shfaqet n\u00eb metrik\u00eb. Treguesit klasik\u00eb si MTTR, norma e rezolucionit t\u00eb nivelit t\u00eb par\u00eb dhe kostoja p\u00ebr bilet\u00eb mbeten t\u00eb r\u00ebnd\u00ebsishme, por ndikohen nga faktor\u00eb t\u00eb rinj. Aft\u00ebsia p\u00ebr t\u00eb zgjidhur n\u00eb kontaktin e par\u00eb rritet kur shqyrtimi \u00ebsht\u00eb m\u00eb i sakt\u00eb. Kostoja p\u00ebr bilet\u00eb tenton t\u00eb stabilizohet ose zvog\u00eblohet kur ka m\u00eb pak p\u00ebrshkall\u00ebzime t\u00eb panevojshme.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Studimet e kryera nga organizata t\u00eb tilla si Forrester tregojn\u00eb se p\u00ebrdorimi i strukturuar i AI n\u00eb ITSM mund t\u00eb gjeneroj\u00eb kursime t\u00eb konsiderueshme n\u00eb koh\u00eb n\u00eb incidente komplekse, ve\u00e7an\u00ebrisht n\u00eb aktivitetet k\u00ebrkimore dhe koordinuese. Ndikimi nuk \u00ebsht\u00eb vet\u00ebm n\u00eb automatizimin e detyrave t\u00eb thjeshta, por n\u00eb p\u00ebrshpejtimin e vendimeve n\u00eb skenar\u00eb m\u00eb t\u00eb v\u00ebshtir\u00eb.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ua, natyrisht, nuk e eliminon nevoj\u00ebn p\u00ebr analist\u00eb, por ndryshon llojin e pun\u00ebs s\u00eb b\u00ebr\u00eb. Fokusi shkon nga ekzekutimi i p\u00ebrs\u00ebritur n\u00eb analiz\u00eb, v\u00ebrtetim dhe vendimmarrje. Kjo k\u00ebrkon trajnim dhe p\u00ebrshtatje kulturore, ve\u00e7an\u00ebrisht n\u00eb operacione m\u00eb t\u00eb m\u00ebdha ku standardizimi \u00ebsht\u00eb m\u00eb i v\u00ebshtir\u00eb.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Prandaj, ajo q\u00eb v\u00ebrehet \u00ebsht\u00eb nj\u00eb ndryshim strukturor n\u00eb rolin e tavolin\u00ebs s\u00eb sh\u00ebrbimit brenda organizatave. N\u00eb vend t\u00eb nj\u00eb qendre kostoje t\u00eb fokusuar n\u00eb zgjidhjen e problemeve, ajo b\u00ebhet nj\u00eb burim i vazhduesh\u00ebm i t\u00eb dh\u00ebnave dhe inteligjenc\u00ebs p\u00ebr operacionin e TI-s\u00eb. \u00c7do incident nuk \u00ebsht\u00eb m\u00eb vet\u00ebm nj\u00eb ngjarje e izoluar dhe b\u00ebhet nj\u00eb pik\u00eb m\u00ebsimi.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">P\u00ebr kompanit\u00eb e mesme dhe t\u00eb m\u00ebdha, kjo l\u00ebvizje ka implikime t\u00eb drejtp\u00ebrdrejta. Mjediset m\u00eb komplekse nuk lejojn\u00eb m\u00eb modele t\u00eb bazuara vet\u00ebm n\u00eb v\u00ebllimin dhe shkall\u00ebn njer\u00ebzore. Efikasiteti varet nga aft\u00ebsia p\u00ebr t\u00eb interpretuar dhe vepruar mbi informacionin n\u00eb koh\u00eb reale. AI mund\u00ebson k\u00ebt\u00eb tranzicion duke i transformuar t\u00eb dh\u00ebnat e shp\u00ebrndara n\u00eb vendime operacionale m\u00eb t\u00eb q\u00ebndrueshme.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Rezultati nuk \u00ebsht\u00eb vet\u00ebm nj\u00eb tavolin\u00eb sh\u00ebrbimi m\u00eb efikase. \u00cbsht\u00eb nj\u00eb operacion m\u00eb i parashikuesh\u00ebm, me m\u00eb pak f\u00ebrkime dhe p\u00ebrshtatshm\u00ebri m\u00eb t\u00eb madhe. N\u00eb nj\u00eb skenar ku teknologjia integrohet gjithnj\u00eb e m\u00eb shum\u00eb n\u00eb biznes, ky evolucion nuk \u00ebsht\u00eb m\u00eb nj\u00eb iniciativ\u00eb IT dhe b\u00ebhet nj\u00eb lev\u00eb p\u00ebr performanc\u00ebn organizative.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">N\u00eb fund, ajo q\u00eb \u00ebsht\u00eb n\u00eb rrezik nuk \u00ebsht\u00eb automatizimi i sh\u00ebrbimit. Po rip\u00ebrcakton rolin e tavolin\u00ebs s\u00eb sh\u00ebrbimit brenda kompanis\u00eb. Kur zbatohet mir\u00eb, AI nuk z\u00ebvend\u00ebson mb\u00ebshtetjen. Ai e transformon mb\u00ebshtetjen n\u00eb nj\u00eb sistem t\u00eb aft\u00eb p\u00ebr t\u00eb kuptuar, m\u00ebsuar dhe p\u00ebrmir\u00ebsuar vazhdimisht funksionimin.&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>Por&nbsp;Edsel Simas, CTO da&nbsp;Setrion&nbsp;e da&nbsp;Milldesk&nbsp;Help&nbsp;Desk&nbsp;Software&nbsp; Em opera\u00e7\u00f5es de m\u00e9dio e grande porte, o&nbsp;service&nbsp;desk&nbsp;tem&nbsp;deixado&nbsp;de ser apenas uma fun\u00e7\u00e3o de atendimento para se tornar um ponto estrat\u00e9gico de leitura da opera\u00e7\u00e3o de [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":89526,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[35,36],"tags":[47,68,43],"class_list":["post-97116","post","type-post","status-publish","format-standard","has-post-thumbnail","category-artigos","category-dicas-artigos","tag-artigos","tag-dicas","tag-e-commerce"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.ecommerceupdate.com.br\/sq\/wp-json\/wp\/v2\/posts\/97116","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ecommerceupdate.com.br\/sq\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ecommerceupdate.com.br\/sq\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ecommerceupdate.com.br\/sq\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ecommerceupdate.com.br\/sq\/wp-json\/wp\/v2\/comments?post=97116"}],"version-history":[{"count":0,"href":"https:\/\/www.ecommerceupdate.com.br\/sq\/wp-json\/wp\/v2\/posts\/97116\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ecommerceupdate.com.br\/sq\/wp-json\/wp\/v2\/media\/89526"}],"wp:attachment":[{"href":"https:\/\/www.ecommerceupdate.com.br\/sq\/wp-json\/wp\/v2\/media?parent=97116"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ecommerceupdate.com.br\/sq\/wp-json\/wp\/v2\/categories?post=97116"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ecommerceupdate.com.br\/sq\/wp-json\/wp\/v2\/tags?post=97116"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}