{"id":318,"date":"2026-02-27T11:03:37","date_gmt":"2026-02-27T11:03:37","guid":{"rendered":"https:\/\/www.clarity.hu\/Digi\/?p=318"},"modified":"2026-02-27T11:52:45","modified_gmt":"2026-02-27T11:52:45","slug":"az-rpa-es-az-ai-szerepe-az-intelligens-vallalati-automatizalas-jovojeben","status":"publish","type":"post","link":"https:\/\/www.clarity.hu\/Digi\/2026\/02\/27\/az-rpa-es-az-ai-szerepe-az-intelligens-vallalati-automatizalas-jovojeben\/","title":{"rendered":"Az RPA \u00e9s az AI szerepe az intelligens v\u00e1llalati automatiz\u00e1l\u00e1s j\u00f6v\u0151j\u00e9ben"},"content":{"rendered":"<h1><a name=\"_Toc221111490\"><\/a>BRIEF<\/h1>\n<p><em>A mesters\u00e9ges intelligencia megold\u00e1sok szervezeti integr\u00e1ci\u00f3j\u00e1t\u00f3l \u00e9s innovat\u00edv AI Proof of Concept-ek bevezet\u00e9s\u00e9t\u0151l hangos a magyar v\u00e1llalati \u00e9let, s az automatiz\u00e1ci\u00f3s piac \u2013 platform sz\u00e1ll\u00edt\u00f3k \u00e9s fejleszt\u0151k, tan\u00e1csad\u00f3k \u00e9s felhaszn\u00e1l\u00f3 IT szervezetek egy\u00f6ntet\u0171en feltett\u00e9k a k\u00e9rd\u00e9st az elm\u00falt \u00e9vben: van-e relevanci\u00e1ja m\u00e1s automatiz\u00e1ci\u00f3s technol\u00f3gi\u00e1knak, k\u00f6zt\u00fck a szint\u00e9n transzformat\u00edv folyamat alap\u00fa robotiz\u00e1ci\u00f3nak (RPA \u2013 Robotic Process Automation) a k\u00f6vetkez\u0151 \u00e9vekben, \u00e9s hossz\u00fat\u00e1von? \u00a0<\/em><\/p>\n<p><em>Tihanyi No\u00e9mi (Head of Digitalization &amp; Robotization, Clarity Consulting) tanulm\u00e1nya k\u00f6rbej\u00e1rja az automatiz\u00e1l\u00e1si piac trendjeit \u00e9s kih\u00edv\u00e1sait, s v\u00e1laszt ad arra, milyen szerepet t\u00f6lt be v\u00e1rhat\u00f3an a robotikus folyamatautomatiz\u00e1l\u00e1s a j\u00f6v\u0151 v\u00e1llalatainak \u00e9let\u00e9ben. \u00a0A tanulm\u00e1ny c\u00e9lja, hogy ir\u00e1nyt\u0171t adjon a d\u00f6nt\u00e9shoz\u00f3k sz\u00e1m\u00e1ra egy integr\u00e1lt, AI-er\u0151s\u00edtett automatiz\u00e1l\u00e1si \u00f6kosziszt\u00e9ma kialak\u00edt\u00e1s\u00e1hoz.<\/em><\/p>\n<h1><a name=\"_Toc221111491\"><\/a>BEVEZET\u00c9S \u00a0&#8211; AI korszak \u00e9s automatiz\u00e1ci\u00f3s dilemma<\/h1>\n<p>A mesters\u00e9ges intelligencia l\u00e1tv\u00e1nyos \u00e1tt\u00f6r\u00e9sei uralj\u00e1k a szakmai \u00e9s \u00fczleti diskurzust. Ugyanakkor a h\u00e1tt\u00e9rben egy kev\u00e9sb\u00e9 l\u00e1tv\u00e1nyos, de legal\u00e1bb ilyen jelent\u0151s \u00e1talakul\u00e1s zajlik: a m\u0171k\u00f6d\u00e9si folyamatok egyre turbulensebb automatiz\u00e1l\u00e1sa. Mik\u00f6zben az AI \u00faj k\u00e9pess\u00e9geket hoz a szervezetek \u00e9let\u00e9be, egyes automatiz\u00e1ci\u00f3s technol\u00f3gi\u00e1k, mint a Robotic Process Automation (RPA) \u00e9vek \u00f3ta csendben, stabilan \u00e9s m\u00e9rhet\u0151 m\u00f3don termeli az \u00fczleti \u00e9rt\u00e9ket.<\/p>\n<p>A k\u00e9rd\u00e9s sok\u00e1ig az volt, <strong>kiv\u00e1ltja-e az AI<\/strong> a k\u00f6vetkez\u0151 \u00e9vekben a m\u00e1r ki\u00e9p\u00edtett, sokszor n\u00f6veked\u00e9sben l\u00e9v\u0151 automatiz\u00e1l\u00e1si technik\u00e1kat (m\u00e9g a n\u00f6veked\u00e9sben l\u00e9v\u0151 transzformat\u00edv RPA technol\u00f3gi\u00e1t is), \u00e9s azok a szervezetek, akik m\u00e9g alacsony digitaliz\u00e1ci\u00f3s szinten vannak, <strong>\u00e1tl\u00e9pik-e a kor\u00e1bbi technol\u00f3giai l\u00e9pcs\u0151ket<\/strong> \u00e9s a mesters\u00e9ges intelligenci\u00e1val kezdik-e meg digit\u00e1lis utaz\u00e1sukat? Term\u00e9szetesen, a k\u00e9rd\u00e9s enn\u00e9l j\u00f3val \u00e1rnyaltabb.<\/p>\n<p>&nbsp;<\/p>\n<h1><b>Automatiz\u00e1ci\u00f3s trendek \u00e9s technol\u00f3gi\u00e1k\u00a0\u00a0<\/b><\/h1>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-2773\" src=\"https:\/\/www.clarity.hu\/wp-content\/uploads\/2026\/02\/Screenshot-2026-02-27-at-114750-300x20.png\" sizes=\"auto, (max-width: 810px) 100vw, 810px\" srcset=\"https:\/\/www.clarity.hu\/wp-content\/uploads\/2026\/02\/Screenshot-2026-02-27-at-114750-300x20.png 300w, https:\/\/www.clarity.hu\/wp-content\/uploads\/2026\/02\/Screenshot-2026-02-27-at-114750-1024x70.png 1024w, https:\/\/www.clarity.hu\/wp-content\/uploads\/2026\/02\/Screenshot-2026-02-27-at-114750-768x52.png 768w, https:\/\/www.clarity.hu\/wp-content\/uploads\/2026\/02\/Screenshot-2026-02-27-at-114750.png 1202w\" alt=\"\" width=\"810\" height=\"54\" \/><\/p>\n<p>A piaci adatok azt mutatj\u00e1k, hogy\u00a0<b>az automatiz\u00e1l\u00e1s<\/b>\u00a0\u2013 bele\u00e9rtve a folyamatautomatiz\u00e1l\u00e1st, az RPA-t, az AI-t \u00e9s m\u00e1s modern automatiz\u00e1l\u00e1si technol\u00f3gi\u00e1kat \u2013\u00a0<b>m\u00e1r nem k\u00eds\u00e9rleti ter\u00fclet<\/b>, hanem az \u00fczleti m\u0171k\u00f6d\u00e9s strat\u00e9giai r\u00e9sz\u00e9v\u00e9 v\u00e1lt.<\/p>\n<p><b>Piaci \u00e9retts\u00e9g<\/b><\/p>\n<p>A szervezetek d\u00f6nt\u0151 t\u00f6bbs\u00e9ge strat\u00e9giai el\u0151nyforr\u00e1sk\u00e9nt tekint a folyamatautomatiz\u00e1l\u00e1sra:<\/p>\n<ul>\n<li aria-level=\"1\">A szervezetek 98 %-a strat\u00e9giai el\u0151nyforr\u00e1sk\u00e9nt tekint a folyamatautomatiz\u00e1l\u00e1sra.<\/li>\n<li aria-level=\"1\">A nagyv\u00e1llalatok k\u00f6r\u00e9ben pedig az RPA haszn\u00e1lata m\u00e1r \u00e1ltal\u00e1nosnak mondhat\u00f3\u00a0 (~80 %-uk m\u00e1r haszn\u00e1l RPA-t valamilyen form\u00e1ban).<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><b>Technol\u00f3giai ir\u00e1nyok<\/b><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li aria-level=\"1\">A modern automatiz\u00e1l\u00e1si megold\u00e1sok fel\u00e9 t\u00f6rt\u00e9n\u0151 elmozdul\u00e1st j\u00f3l jelzi, hogy egyre gyakoribb a felh\u0151alap\u00fa megval\u00f3s\u00edt\u00e1s: 2025-re a felh\u0151-els\u0151 RPA telep\u00edt\u00e9sek ar\u00e1nya jelent\u0151sen n\u0151tt.<\/li>\n<li aria-level=\"1\">Az intelligens automatiz\u00e1l\u00e1s \u2013 RPA \u00e9s AI kombin\u00e1ci\u00f3ja \u2013 gyorsan terjed: el\u0151rejelz\u00e9sek szerint a RPA \u00e9s AI integr\u00e1ci\u00f3 \u00e9ves n\u00f6veked\u00e9se k\u00f6zel 45 %-os lehet a k\u00f6vetkez\u0151 \u00e9vekben, mivel egyre t\u00f6bb szervezet haszn\u00e1l AI-k\u00e9pess\u00e9geket struktur\u00e1latlan adatok kezel\u00e9s\u00e9re \u00e9s komplex folyamatok automatiz\u00e1l\u00e1s\u00e1ra.<\/li>\n<li aria-level=\"1\">A RPA as a Service (RPAaaS) modell er\u0151s\u00f6dik: piaci el\u0151rejelz\u00e9sek szerint 2025-re a glob\u00e1lis RPA-megold\u00e1sok ~20 %-a m\u00e1r szolg\u00e1ltat\u00e1sk\u00e9nt ker\u00fcl \u00e9rt\u00e9kes\u00edt\u00e9sre.<\/li>\n<li aria-level=\"1\">A tradicion\u00e1lis, kereskedelmi RPA keretrendszerek (pl. UiPath, Automation Anywhere, Blue Prism) tov\u00e1bbra is jelent\u0151s piaci szerepl\u0151k, ugyanakkor a open-source \u00e9s low-code\/no-code eszk\u00f6z\u00f6k er\u0151s\u00f6d\u00e9se sz\u00e9lesebb technol\u00f3giai spektrumot hoz be az automatiz\u00e1l\u00e1s vil\u00e1g\u00e1ba.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><b>Szervezeti hat\u00e1sok<\/b><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li aria-level=\"1\">A szakmai szerepek \u00e1talakulnak: kevesebb klasszikus \u201ebotfejleszt\u0151\u201d, \u00e9s t\u00f6bb platform-, architekt\u00fara- \u00e9s strat\u00e9gia-szak\u00e9rt\u0151 ker\u00fcl el\u0151t\u00e9rbe, mivel a v\u00e1llalati automatiz\u00e1l\u00e1si k\u00f6rnyezetek komplexit\u00e1sa n\u0151.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>A v\u00e1llalati szegmensek automatiz\u00e1l\u00e1si megk\u00f6zel\u00edt\u00e9sei is differenci\u00e1l\u00f3dnak:<\/p>\n<ul>\n<li aria-level=\"1\">A nagyv\u00e1llalatok tipikusan h\u00e1zon bel\u00fcl \u00e9p\u00edtik integr\u00e1lt automatiz\u00e1l\u00e1si platformjaikat (pl. saj\u00e1t CoE \u2013 Center of Excellence), de gyakran k\u00fcls\u0151 partnereket is bevonnak az AI-integr\u00e1ci\u00f3khoz \u00e9s komplex megold\u00e1sokhoz.<\/li>\n<li aria-level=\"1\">A k\u00f6zepes \u00e9s kisebb v\u00e1llalkoz\u00e1sok ink\u00e1bb RPAaaS \u00e9s SaaS automatiz\u00e1ci\u00f3s modelleket v\u00e1lasztanak, k\u00fcls\u0151s fejleszt\u0151kkel \u00e9s platformokkal egy\u00fcttm\u0171k\u00f6dve.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h1>Olvasd el az eg\u00e9sz teljes esettanulm\u00e1nyt itt:<\/h1>\n<h1><a href=\"https:\/\/www.clarity.hu\/Digi\/wp-content\/uploads\/2026\/02\/RPA-szerepe-az-AI-koraban.pdf\">RPA szerepe az AI kor\u00e1ban<\/a><\/h1>\n","protected":false},"excerpt":{"rendered":"<p>BRIEF A mesters\u00e9ges intelligencia megold\u00e1sok szervezeti integr\u00e1ci\u00f3j\u00e1t\u00f3l \u00e9s innovat\u00edv AI Proof of Concept-ek bevezet\u00e9s\u00e9t\u0151l hangos a magyar v\u00e1llalati \u00e9let, s az automatiz\u00e1ci\u00f3s piac \u2013 platform sz\u00e1ll\u00edt\u00f3k \u00e9s fejleszt\u0151k, tan\u00e1csad\u00f3k \u00e9s felhaszn\u00e1l\u00f3 IT szervezetek egy\u00f6ntet\u0171en feltett\u00e9k a k\u00e9rd\u00e9st az elm\u00falt \u00e9vben: van-e relevanci\u00e1ja m\u00e1s automatiz\u00e1ci\u00f3s technol\u00f3gi\u00e1knak, k\u00f6zt\u00fck a szint\u00e9n transzformat\u00edv folyamat alap\u00fa robotiz\u00e1ci\u00f3nak (RPA \u2013 Robotic [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":323,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-318","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-hirek"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - 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