{"id":35076,"date":"2024-06-06T12:07:03","date_gmt":"2024-06-06T10:07:03","guid":{"rendered":"https:\/\/ivsz.hu\/uncategorized\/felhotechnologiak-magyarorszagon-gazdasagi-hatastanulmany\/"},"modified":"2025-07-16T13:34:29","modified_gmt":"2025-07-16T11:34:29","slug":"cloud-technologies-in-hungary-economic-impact-study","status":"publish","type":"post","link":"https:\/\/ivsz.hu\/en\/research\/cloud-technologies-in-hungary-economic-impact-study\/","title":{"rendered":"Felh\u0151technol\u00f3gi\u00e1k Magyarorsz\u00e1gon \u2013 gazdas\u00e1gi hat\u00e1stanulm\u00e1ny"},"content":{"rendered":"<h2><span class=\"NormalTextRun SCXW35053303 BCX8\">Elk\u00e9peszt\u0151 gazdas\u00e1gi er\u0151t jelent a felh\u0151, <\/span><span class=\"NormalTextRun SCXW35053303 BCX8\">m\u00e9gsem haszn\u00e1lj\u00e1k elegen<\/span><\/h2>\n<p><strong><span class=\"NormalTextRun SCXW224392779 BCX8\">A felh\u0151technol\u00f3gi<\/span><span class=\"NormalTextRun SCXW224392779 BCX8\">a annak ellen\u00e9re nem el\u00e9g elterjedt Magyarorsz\u00e1gon, hogy bevezet\u00e9se sz\u00e1mokkal al\u00e1t\u00e1masztott gazdas\u00e1gi \u00e9s versenyk\u00e9pess\u00e9gi el\u0151ny\u00f6kkel j\u00e1r \u2013 der\u00fcl ki az IVSZ <\/span><span class=\"NormalTextRun SCXW224392779 BCX8\">\u2013 <\/span><span class=\"NormalTextRun SCXW224392779 BCX8\">Digit\u00e1lis V\u00e1llalkoz\u00e1sok Sz\u00f6vets\u00e9ge megb\u00edz\u00e1s\u00e1b\u00f3l, a <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW224392779 BCX8\">Deloitte<\/span><span class=\"NormalTextRun SCXW224392779 BCX8\"> \u00e9s a BellResearch \u00e1ltal k\u00e9sz\u00edtett tanulm\u00e1nyb\u00f3l. A technol\u00f3gia ma m\u00e9g ink\u00e1bb a nagyobb l\u00e9tsz\u00e1m\u00fa c\u00e9gek kiv\u00e1lts\u00e1ga, annak ellen\u00e9re, hogy jelent\u0151s transzformat\u00edv ereje van egy v\u00e1llalat \u00e9s a teljes gazdas\u00e1g sz\u00e1m\u00e1ra is: egy t\u00e1mogat\u00f3 korm\u00e1nyzati attit\u0171d t\u00f6bb mint 7<\/span><span class=\"NormalTextRun SCXW224392779 BCX8\">000<\/span> <span class=\"NormalTextRun SCXW224392779 BCX8\">milli\u00e1rd forint GDP-n\u00f6vekm\u00e9nyt is eredm\u00e9nyezhet 10 \u00e9v alatt \u2013 \u00e1llap\u00edtja meg a <\/span><span class=\"NormalTextRun SCXW224392779 BCX8\">hat\u00e1stanulm\u00e1ny<\/span><span class=\"NormalTextRun SCXW224392779 BCX8\">, <\/span><span class=\"NormalTextRun SCXW224392779 BCX8\">amelyben az IVSZ javaslatokkal is szolg\u00e1l mind a v\u00e1llalatok, mind a szab\u00e1lyoz\u00f3i oldal r\u00e9sz\u00e9re<\/span><span class=\"NormalTextRun SCXW224392779 BCX8\">.<\/span><\/strong><\/p>\n<p><span data-contrast=\"auto\">Az IVSZ a <\/span><a href=\"https:\/\/ivsz.hu\/wp-content\/uploads\/2024\/06\/Felhotechnologiak_Magyarorszagon_Gazdasagi_Hatastanulmany.pdf\" target=\"_blank\" rel=\"noopener\"><i><span data-contrast=\"none\">Felh\u0151technol\u00f3gi\u00e1k Magyarorsz\u00e1gon <\/span><\/i><span data-contrast=\"auto\">\u2013 <\/span><i><span data-contrast=\"none\">gazdas\u00e1gi hat\u00e1stanulm\u00e1ny<\/span><\/i><\/a><span data-contrast=\"auto\"> c\u00edm\u0171 kiadv\u00e1ny\u00e1ban, a Deloitte \u00e9s a BellResearch k\u00f6zrem\u0171k\u00f6d\u00e9s\u00e9vel t\u00e9rk\u00e9pezte fel a felh\u0151alap\u00fa sz\u00e1m\u00edt\u00e1stechnika hazai elterjedts\u00e9g\u00e9t, az eur\u00f3pai parlamenti v\u00e1laszt\u00e1sok ut\u00e1n, k\u00f6zvetlen\u00fcl Magyarorsz\u00e1g EU-tan\u00e1csi eln\u00f6ks\u00e9ge el\u0151tt.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:200,&quot;335559739&quot;:200,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h3><b><span data-contrast=\"auto\">Min\u00e9l nagyobb egy c\u00e9g, ann\u00e1l val\u00f3sz\u00edn\u0171bb, hogy haszn\u00e1l felh\u0151t<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:200,&quot;335559739&quot;:200,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">Az \u00e9vente publik\u00e1lt Digital Decade uni\u00f3s kutat\u00e1s 2023-as eredm\u00e9nyei alapj\u00e1n Magyarorsz\u00e1gon a felh\u0151t haszn\u00e1l\u00f3 c\u00e9gek ar\u00e1nya 44,9%-os, amivel nem vagyunk igaz\u00e1n elmaradva a 45,2%-os uni\u00f3s \u00e1tlagt\u00f3l. Azt azonban, hogy a felh\u0151technol\u00f3gi\u00e1k haszn\u00e1lata itthon t\u00f6megesen \u00e9s gyorsan terjedne, a most megjelent hat\u00e1stanulm\u00e1ny eredm\u00e9nyei nem t\u00e1masztj\u00e1k al\u00e1: ink\u00e1bb az jellemz\u0151, hogy nagyobb l\u00e9tsz\u00e1m\u00fa v\u00e1llalatok magasabb ar\u00e1nyban haszn\u00e1lnak felh\u0151technol\u00f3gi\u00e1kat, mint a kisebbek. M\u00edg az 1\u20139 f\u0151t alkalmaz\u00f3 v\u00e1llalatok 34,9 sz\u00e1zal\u00e9ka, addig a 250 f\u0151 feletti magyarorsz\u00e1gi v\u00e1llalatok 81,7 sz\u00e1zal\u00e9ka felh\u0151haszn\u00e1l\u00f3. A hazai v\u00e1llalatok <\/span><strong>63 sz\u00e1zal\u00e9ka azonban egy\u00e1ltal\u00e1n nem vesz ig\u00e9nybe<\/strong><span data-contrast=\"auto\"> felh\u0151technol\u00f3gi\u00e1t.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:200,&quot;335559739&quot;:200,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">\u00c1gazatokat tekintve a sz\u00e1ll\u00edt\u00e1si \u00e9s rakt\u00e1roz\u00e1si (55,1%) \u00e9s a p\u00e9nz\u00fcgyi \u00e9s szolg\u00e1ltat\u00e1si szektor (37,78%) a legkiemelked\u0151bb, szemben a mez\u0151gazdas\u00e1ggal \u00e9s b\u00e1ny\u00e1szattal, ahol a c\u00e9gek mintegy 72 sz\u00e1zal\u00e9ka nem haszn\u00e1l felh\u0151t. A legjelent\u0151sebb g\u00e1tl\u00f3 t\u00e9nyez\u0151k a kompetenciahi\u00e1ny, meg\u00e9rt\u00e9sbeli hi\u00e1nyoss\u00e1gok, adatbiztons\u00e1gi agg\u00e1lyok, k\u00f6lts\u00e9gvet\u00e9si korl\u00e1tok, szab\u00e1lyoz\u00e1si neh\u00e9zs\u00e9gek \u00e9s a szerz\u0151d\u00e9ses k\u00f6telezetts\u00e9gek.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:200,&quot;335559739&quot;:200,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h3><b><span data-contrast=\"auto\">7000 milli\u00e1rd forinttal n\u00f6velheti a GDP-t a felh\u0151technol\u00f3gia t\u00e1mogat\u00e1sa<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:200,&quot;335559739&quot;:200,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">A tanulm\u00e1ny szerz\u0151i szerint nemzetgazdas\u00e1gi szempontb\u00f3l is strat\u00e9giai jelent\u0151s\u00e9g\u0171 a felh\u0151haszn\u00e1lat \u00f6szt\u00f6nz\u00e9se: az ilyen szolg\u00e1ltat\u00e1sokat haszn\u00e1l\u00f3 magyar v\u00e1llalatok egy foglalkoztatottra jut\u00f3 fajlagos \u00e9ves \u00e1rbev\u00e9tele k\u00f6zel 2,4 milli\u00f3 forinttal magasabb az ilyen szolg\u00e1ltat\u00e1sokat ig\u00e9nybe nem vev\u0151 versenyt\u00e1rsaik\u00e9n\u00e1l. Ez alapj\u00e1n a felh\u0151haszn\u00e1lat tov\u00e1bbi felfut\u00e1sa a k\u00f6vetkez\u0151 10 \u00e9vben \u00e9vente \u00e1tlagosan 1,7-2,7%-kal j\u00e1rul hozz\u00e1 a magyar GDP-hez (a 2023-as \u00e9rt\u00e9kre vet\u00edtve) annak f\u00fcggv\u00e9ny\u00e9ben, hogy a korm\u00e1nyzati hozz\u00e1\u00e1ll\u00e1s semleges vagy t\u00e1mogat\u00f3 a felh\u0151h\u00f6z. A k\u00e9t \u00e9rt\u00e9k k\u00f6z\u00f6tti k\u00fcl\u00f6nbs\u00e9g a 10 \u00e9v alatt mintegy 7000 milli\u00e1rd forint GDP-t\u00f6bbletet jelent.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:200,&quot;335559739&quot;:200,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<blockquote><p><i><span data-contrast=\"auto\">\u201cA sz\u00e1mok egy\u00e9rtelm\u0171en mutatj\u00e1k, hogy ez nemzetgazdas\u00e1gilag is \u00e9rtelmezhet\u0151 k\u00e9rd\u00e9s: komolyan kell foglalkozni az oktat\u00e1ssal \u00e9s szab\u00e1lyoz\u00e1ssal, \u00f6szt\u00f6n\u00f6zni a technol\u00f3gia haszn\u00e1lat\u00e1t, ami versenyk\u00e9pess\u00e9gi \u00e9s munkahelyteremt\u0151 t\u00e9nyez\u0151 lehet az eg\u00e9sz kkv-szektor sz\u00e1m\u00e1ra. Egy\u00fattal el kell oszlatni azokat a kor\u00e1bbi paradigm\u00e1kat, hogy a felh\u0151 adatv\u00e9delmi szempontb\u00f3l nem biztons\u00e1gos \u2013 a mai cloud megold\u00e1sok rendk\u00edv\u00fcl nagy kontrollt \u00e9s szab\u00e1lyoz\u00e1st tesznek lehet\u0151v\u00e9 adataink felett, valamint az on prem megold\u00e1sokhoz k\u00e9pest l\u00e9nyegesen er\u0151sebb a cyber security eszk\u00f6zt\u00e1ruk.\u201d \u2013 <\/span><\/i><span data-contrast=\"auto\">mondta Zar\u00e1nd Mikl\u00f3s a Deloitte Magyarorsz\u00e1g technol\u00f3giai tan\u00e1csad\u00e1s \u00fczlet\u00e1g\u00e1nak partnere.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:200,&quot;335559739&quot;:200,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p><\/blockquote>\n<h3><b><span data-contrast=\"auto\">Felh\u0151 n\u00e9lk\u00fcl nem lesz MI-forradalom<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:200,&quot;335559739&quot;:200,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">A mesters\u00e9ges intelligencia (MI) \u00e9s a felh\u0151technol\u00f3gia egy\u00fcttes alkalmaz\u00e1sa olyan gazdas\u00e1gi \u00e9s \u00fczleti felt\u00e9teleket teremt, amelyek miatt fejleszt\u00e9s\u00fck \u00f6sszehangol\u00e1sa indokolt: a g\u00e9pi tanul\u00e1s felh\u0151technol\u00f3gi\u00e1val kombin\u00e1lva gyors \u00e9s nagy sk\u00e1l\u00e1j\u00fa innov\u00e1ci\u00f3t jelent. Egy \u00e1tlagos MI sz\u00e1m\u00edt\u00e1si id\u0151-sz\u00fcks\u00e9glet k\u00f6lts\u00e9gvonzata a helyben telep\u00edtett infrastrukt\u00fara beruh\u00e1z\u00e1s eset\u00e9n j\u00f3val nagyobb, mint ugyanennek a sz\u00e1m\u00edt\u00e1si id\u0151nek a b\u00e9rl\u00e9se felh\u0151ben. Ennek t\u00fckr\u00e9ben az MI-t\u0151l v\u00e1rt gazdas\u00e1gi el\u0151ny\u00f6k realiz\u00e1l\u00e1s\u00e1nak p\u00f3tolhatatlan felt\u00e9tele a felh\u0151technol\u00f3gia sz\u00e9les k\u00f6r\u0171 elfogad\u00e1sa \u00e9s rutinszer\u0171 alkalmaz\u00e1sa, \u00e1llap\u00edtja meg a tanulm\u00e1ny.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:200,&quot;335559739&quot;:200,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h3><b><span data-contrast=\"auto\">Az IVSZ felh\u0151technol\u00f3gia hazai elterjed\u00e9s\u00e9t c\u00e9lz\u00f3 javaslatai<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:200,&quot;335559739&quot;:200,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">Az IVSZ meggy\u0151z\u0151d\u00e9se, hogy a megfelel\u0151 korm\u00e1nyzati rendelkez\u00e9sek \u00e9s beruh\u00e1z\u00e1sok \u00f6szt\u00f6n\u00f6zhetik a felh\u0151technol\u00f3gia alkalmaz\u00e1s\u00e1t, s\u0151t, a korm\u00e1nyok felh\u0151szolg\u00e1ltat\u00e1sokba val\u00f3 \u00e1tmenete nemcsak az innov\u00e1ci\u00f3t \u00f6szt\u00f6nzi, hanem magas szint\u0171 biztons\u00e1gi \u00e9s szab\u00e1lyoz\u00e1si szabv\u00e1nyokat is fel\u00e1ll\u00edt, amelyek el\u0151seg\u00edthetik a bizalmat \u00e9s elfogad\u00e1st a felh\u0151technol\u00f3gia ir\u00e1nt a mag\u00e1nszektorban.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:200,&quot;335559739&quot;:200,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<blockquote><p><i><span data-contrast=\"auto\">\u201cEz a tanulm\u00e1ny is egy\u00e9rtelm\u0171en bizony\u00edtja azokat a gazdas\u00e1gi el\u0151ny\u00f6ket, amelyeket a felh\u0151 bevezet\u00e9s\u00e9vel el lehet \u00e9rni, ez\u00e9rt elengedhetetlen, hogy gyors l\u00e9p\u00e9seket tegy\u00fcnk a technol\u00f3gia terjed\u00e9s\u00e9\u00e9rt, az eg\u00e9sz nemzetgazdas\u00e1g \u00e9rdek\u00e9ben. V\u00e9lem\u00e9ny\u00fcnk szerint sz\u00fcks\u00e9g van egy nemzeti felh\u0151strat\u00e9gia kialak\u00edt\u00e1s\u00e1ra a Cloud First ir\u00e1nyelv ment\u00e9n, tov\u00e1bb\u00e1 \u00e9rdemes v\u00e1ltoztatni azon a hozz\u00e1\u00e1ll\u00e1son is, amely szerint az adatbiztons\u00e1g szempontj\u00e1b\u00f3l az adatokat az orsz\u00e1g ter\u00fclet\u00e9n bel\u00fcl kell tartani. Ha tov\u00e1bbra is \u00edgy tesz\u00fcnk, orsz\u00e1gunk m\u00e9reteib\u0151l ad\u00f3d\u00f3an nem tudunk gazdas\u00e1gosan \u00fczemeltethet\u0151 felh\u0151t kialak\u00edtani. Fontos tanuls\u00e1g m\u00e9g ebb\u0151l a kutat\u00e1sb\u00f3l, milyen nagy t\u00e1mogat\u00e1sra van sz\u00fcks\u00e9ge a kisebb hazai v\u00e1llalatoknak a technol\u00f3gia bevezet\u00e9s\u00e9re. Itt a forr\u00e1sok rendelkez\u00e9sre \u00e1ll\u00e1s\u00e1nak biztos\u00edt\u00e1sa mellett figyelmet kell ford\u00edtanunk a szeml\u00e9letform\u00e1l\u00e1sra \u00e9s oktat\u00e1sra is, hogy val\u00f3s, hosszan tart\u00f3 hat\u00e1st \u00e9rhess\u00fcnk el\u201d<\/span><\/i><span data-contrast=\"auto\"> &#8211; osztotta meg javaslatait<\/span> <span data-contrast=\"auto\">Vinnai Bal\u00e1zs, az IVSZ eln\u00f6ke.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:200,&quot;335559739&quot;:200,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p><\/blockquote>\n<div class=\"anchor js-anchor\"\n    id=\"tanulmany\"\n    data-title=\"Tanulm\u00e1ny\">\n<\/div>\n<h3><strong>A tanulm\u00e1ny teljes terjedelm\u00e9ben itt \u00e9rhet\u0151 el:\u00a0<\/strong><\/h3>\n<div class=\"button__wrapper button--center\">\n    <a href=\"https:\/\/ivsz.hu\/wp-content\/uploads\/2024\/06\/Felhotechnologiak_Magyarorszagon_Gazdasagi_Hatastanulmany.pdf\" target=\"_blank\"\n        class=\"button button--primary \">\n        Felh\u0151technol\u00f3gi\u00e1k Magyarorsz\u00e1gon - gazdas\u00e1gi hat\u00e1stanulm\u00e1ny     <\/a>\n<\/div>\n<div class=\"button__wrapper button--center\">\n    <a href=\"https:\/\/ivsz.hu\/wp-content\/uploads\/2024\/06\/Deloitte_IVSZ_Cloud_Computing_in_Hungary.pdf\" target=\"_blank\"\n        class=\"button button--primary \">\n        The study in English    <\/a>\n<\/div>\n<h3><b><span data-contrast=\"auto\">A kutat\u00e1sr\u00f3l<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:276}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">A tanulm\u00e1nyt az\u00a0IVSZ a\u00a0Deloitte \u00e9s\u00a0a\u00a0BellResearch k\u00f6zrem\u0171k\u00f6d\u00e9s\u00e9vel k\u00e9sz\u00edtette. A\u00a0tanulm\u00e1ny alapj\u00e1t h\u00e1rom f\u0151 elemz\u00e9si t\u00edpus adta:<\/span> <span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\u00b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u00b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Primer kutat\u00e1s \u00e9s\u00a0adatgy\u0171jt\u00e9s: a\u00a0Deloitte az\u00a0IVSZ t\u00e1mogat\u00e1s\u00e1val a\u00a0tanulm\u00e1ny elk\u00e9sz\u00fclt\u00e9hez interj\u00fakat folytatott relev\u00e1ns piaci, szakpolitikai \u00e9s \u00e9rdekk\u00e9pviseleti szerepl\u0151kkel, akikkel \u00e1tfog\u00f3, f\u00e9lig struktur\u00e1lt m\u00f3dszerrel egyeztette a\u00a0tanulm\u00e1ny t\u00e9m\u00e1it.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:720,&quot;335559737&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:276,&quot;335559991&quot;:360}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\u00b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u00b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Szekunder kutat\u00e1s \u00e9s\u00a0irodalom \u00e1ttekint\u00e9se: szakirodalom elemz\u00e9se a\u00a0felh\u0151technol\u00f3giai piac trendjeir\u0151l, kih\u00edv\u00e1sair\u00f3l \u00e9s\u00a0lehet\u0151s\u00e9geir\u0151l.<\/span> <span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:720,&quot;335559737&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:276,&quot;335559991&quot;:360}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\u00b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u00b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Modellalkot\u00e1s \u00e9s\u00a0elemz\u00e9s: kvantitat\u00edv modellek kidolgoz\u00e1sa \u00e9s\u00a0alkalmaz\u00e1sa a\u00a0BellResearch Magyar Infokommunik\u00e1ci\u00f3s Jelent\u00e9s \u00e9s\u00a0m\u00e1s adatforr\u00e1sok alapj\u00e1n a\u00a0felh\u0151technol\u00f3giai adapt\u00e1ci\u00f3 \u00e9s\u00a0a\u00a0v\u00e1llalatok p\u00e9nz\u00fcgyi teljes\u00edtm\u00e9nye k\u00f6z\u00f6tti \u00f6sszef\u00fcgg\u00e9sek felt\u00e1r\u00e1s\u00e1ra, illetve \u00c1gazati Kapcsolatok M\u00e9rleg\u00e9re (\u00c1KM) \u00e9p\u00fcl\u0151 modell alkalmaz\u00e1sa a\u00a0felh\u0151haszn\u00e1lat makrogazdas\u00e1gi hat\u00e1sainak bemutat\u00e1sa c\u00e9lj\u00e1b\u00f3l.<\/span> <span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:720,&quot;335559737&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:276,&quot;335559991&quot;:360}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">A kutat\u00e1s megval\u00f3sul\u00e1s\u00e1t az IVSZ t\u00f6bb <\/span><span data-contrast=\"auto\">tagv\u00e1llalata<\/span><span data-contrast=\"auto\">, \u00edgy a Microsoft Magyarorsz\u00e1g, a Google \u00e9s az Amazon Web Services is t\u00e1mogatta.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<div class=\"anchor js-anchor\"\n    id=\"tamogatok\"\n    data-title=\"T\u00e1mogat\u00f3k\">\n<\/div>\n<h2><span class=\"ui-provider a b c d e f g h i j k l m n o p q r s t u v w x y z ab ac ae af ag ah ai aj ak\" dir=\"ltr\">A kutat\u00e1s megval\u00f3sul\u00e1s\u00e1ban k\u00f6zrem\u0171k\u00f6dtek<\/span><\/h2>\n<div class=\"custom__table js-custom-table\"><table style=\"height: 23px; width: 100%; border-collapse: collapse; border-color: #ffffff; background-color: #ffffff; border-style: hidden;\">\n<tbody>\n<tr style=\"height: 23px;\">\n<td style=\"width: 50%; height: 23px; border-style: hidden; border-color: #ffffff; background-color: #ffffff;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-31445 alignleft\" src=\"https:\/\/ivsz.hu\/wp-content\/uploads\/2024\/06\/bellresearch-logo.png\" alt=\"\" width=\"400\" height=\"120\" \/><\/td>\n<td style=\"width: 50%; height: 23px; border-style: hidden; border-color: #ffffff; background-color: #ffffff;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-31447 alignleft\" src=\"https:\/\/ivsz.hu\/wp-content\/uploads\/2024\/06\/deloiette-logo.png\" alt=\"\" width=\"400\" height=\"120\" \/><\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<div class=\"custom__table js-custom-table\"><table style=\"height: 75px; width: 100%; border-collapse: collapse; border-color: #ffffff; background-color: #ffffff;\">\n<tbody>\n<tr style=\"height: 75px;\">\n<td style=\"width: 33.3333%; height: 75px; border-style: none; background-color: #ffffff; border-color: #ffffff;\"><a href=\"https:\/\/aws.amazon.com\/?nc2=h_lg\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-full wp-image-31395\" src=\"https:\/\/ivsz.hu\/wp-content\/uploads\/2024\/06\/aws-logo.png\" alt=\"\" width=\"400\" height=\"120\" \/><\/a><\/td>\n<td style=\"width: 33.3333%; height: 75px; border-style: none; background-color: #ffffff; border-color: #ffffff;\"><a href=\"https:\/\/cloud.google.com\/gcp?utm_source=google&amp;utm_medium=cpc&amp;utm_campaign=emea-hu-all-hu-bkws-all-all-trial-e-gcp-1707574&amp;utm_content=text-ad-none-any-DEV_c-CRE_495030365510-ADGP_Hybrid+%7C+BKWS+-+EXA+%7C+Txt+-+GCP+-+General+-+v2-KWID_43700060384861708-kwd-6458750523-userloc_1007633&amp;utm_term=KW_google%20cloud-NET_g-PLAC_&amp;&amp;gad_source=1&amp;gclid=CjwKCAjwvIWzBhAlEiwAHHWgvZSqBdT4pJQq0qCTKIz1EdQ7WiiODf-ZgMle_cpH8nnVOnq8H_9OmBoCIJcQAvD_BwE&amp;gclsrc=aw.ds\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-31399 size-full\" src=\"https:\/\/ivsz.hu\/wp-content\/uploads\/2024\/06\/Nevtelen-3.png\" alt=\"\" width=\"400\" height=\"120\" data-wpmflightbox=\"0\" data-wpmf_image_lightbox=\"https:\/\/ivsz.hu\/wp-content\/uploads\/2024\/06\/Nevtelen-3.png\" \/><\/a><\/td>\n<td style=\"width: 33.3333%; height: 75px; border-style: none; background-color: #ffffff; border-color: #ffffff;\"><a href=\"https:\/\/azure.microsoft.com\/en-us\/free\/search\/?ef_id=_k_CjwKCAjwvIWzBhAlEiwAHHWgvfcTR3RI8eR-_6bYJNpAYWEfOMcAq02gsEaFlRJDmZIdswosvP1D7xoCWZQQAvD_BwE_k_&amp;OCID=AIDcmmip7xznjm_SEM__k_CjwKCAjwvIWzBhAlEiwAHHWgvfcTR3RI8eR-_6bYJNpAYWEfOMcAq02gsEaFlRJDmZIdswosvP1D7xoCWZQQAvD_BwE_k_&amp;gad_source=1&amp;gclid=CjwKCAjwvIWzBhAlEiwAHHWgvfcTR3RI8eR-_6bYJNpAYWEfOMcAq02gsEaFlRJDmZIdswosvP1D7xoCWZQQAvD_BwE\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-full wp-image-31401\" 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