{"id":8460,"date":"2026-02-26T19:37:26","date_gmt":"2026-02-26T18:37:26","guid":{"rendered":"https:\/\/1ai.cz\/ainovinky\/dve-tretiny-firem-ztratily-prehled-o-datech-kvuli-ai-agentum\/"},"modified":"2026-02-26T19:37:26","modified_gmt":"2026-02-26T18:37:26","slug":"dve-tretiny-firem-ztratily-prehled-o-datech-kvuli-ai-agentum","status":"publish","type":"post","link":"https:\/\/1ai.cz\/ainovinky\/dve-tretiny-firem-ztratily-prehled-o-datech-kvuli-ai-agentum\/","title":{"rendered":"Dv\u011b t\u0159etiny firem ztratily p\u0159ehled o datech kv\u016fli AI agent\u016fm"},"content":{"rendered":"<p>P\u0159edstavte si, \u017ee do sv\u00e9 firmy pust\u00edte stovky nov\u00fdch zam\u011bstnanc\u016f, ale zapomenete jim \u0159\u00edct, do kter\u00fdch kancel\u00e1\u0159\u00ed sm\u011bj\u00ed vstoupit a ke kter\u00fdm sk\u0159\u00edn\u00edm maj\u00ed p\u0159\u00edstup. P\u0159esn\u011b to se dnes d\u011bje v podnic\u00edch po cel\u00e9m sv\u011bt\u011b \u2013 jen\u017ee m\u00edsto zam\u011bstnanc\u016f jsou to autonomn\u00ed AI agenti, kte\u0159\u00ed voln\u011b proch\u00e1zej\u00ed firemn\u00edmi s\u00edt\u011bmi a p\u0159istupuj\u00ed k dat\u016fm, o kter\u00fdch \u010dasto ani samotn\u00e9 veden\u00ed nev\u00ed, kde se nach\u00e1zej\u00ed.<\/p>\n<h2>Alarmuj\u00edc\u00ed zji\u0161t\u011bn\u00ed zpr\u00e1vy Thales 2026<\/h2>\n<p>Ka\u017edoro\u010dn\u00ed zpr\u00e1va Thales Data Threat Report za rok 2026 p\u0159inesla \u010d\u00edsla, kter\u00e1 by m\u011bla znepokojit ka\u017ed\u00e9ho IT mana\u017eera i gener\u00e1ln\u00edho \u0159editele. Podle rozs\u00e1hl\u00e9ho pr\u016fzkumu, na kter\u00e9m spolupracovala tak\u00e9 agentura S&amp;P Global, pouze 34 procent organizac\u00ed dok\u00e1\u017ee s jistotou \u0159\u00edct, kde se nach\u00e1zej\u00ed ve\u0161ker\u00e1 jejich citliv\u00e1 data. To znamen\u00e1, \u017ee t\u00e9m\u011b\u0159 dv\u011b t\u0159etiny firem doslova ztratily p\u0159ehled o vlastn\u00edch datech \u2013 a p\u0159itom do sv\u00fdch syst\u00e9m\u016f aktivn\u011b nasazuj\u00ed um\u011blou inteligenci. Jak upozor\u0148uj\u00ed odborn\u00edci na port\u00e1lu <a href=\"https:\/\/1ai.cz\/\">1AI.cz<\/a>, jde o jednu z nejkriti\u010dt\u011bj\u0161\u00edch bezpe\u010dnostn\u00edch mezer sou\u010dasnosti, proto\u017ee AI bez \u0159\u00e1dn\u00e9 datov\u00e9 governance je jako auto bez brzd na d\u00e1lnici.<\/p>\n<h2>AI agenti bez vod\u00edtka<\/h2>\n<p>Probl\u00e9m nespo\u010d\u00edv\u00e1 jen v tom, \u017ee firmy nev\u011bd\u00ed, kde maj\u00ed data. Jde o to, \u017ee AI agenti \u2013 autonomn\u00ed syst\u00e9my schopn\u00e9 samostatn\u011b prov\u00e1d\u011bt \u00fakoly, komunikovat s datab\u00e1zemi a p\u0159ij\u00edmat rozhodnut\u00ed \u2013 z\u00edsk\u00e1vaj\u00ed p\u0159\u00edstup k podnikov\u00fdm syst\u00e9m\u016fm bez dostate\u010dn\u00fdch bezpe\u010dnostn\u00edch opat\u0159en\u00ed. Tito digit\u00e1ln\u00ed pracovn\u00edci se pohybuj\u00ed nap\u0159\u00ed\u010d s\u00edt\u011bmi, indexuj\u00ed informace, generuj\u00ed v\u00fdstupy a v n\u011bkter\u00fdch p\u0159\u00edpadech dokonce prov\u00e1d\u011bj\u00ed transakce. Kdy\u017e organizace nev\u00ed, kde jsou jej\u00ed citliv\u00e1 data ulo\u017eena, nem\u016f\u017ee ani efektivn\u011b kontrolovat, k \u010demu AI agenti p\u0159istupuj\u00ed.<\/p>\n<p>Zpr\u00e1va Thales identifikuje n\u011bkolik kl\u00ed\u010dov\u00fdch rizikov\u00fdch oblast\u00ed:<\/p>\n<ul>\n<li><strong>Nezmapovan\u00e1 datov\u00e1 krajina:<\/strong> 66 procent organizac\u00ed nem\u00e1 kompletn\u00ed p\u0159ehled o tom, kde se nach\u00e1zej\u00ed citliv\u00e1 data z\u00e1kazn\u00edk\u016f, finan\u010dn\u00ed z\u00e1znamy \u010di obchodn\u00ed tajemstv\u00ed.<\/li>\n<li><strong>Nedostate\u010dn\u00e1 kontrola p\u0159\u00edstupu:<\/strong> AI agenti \u010dasto operuj\u00ed s p\u0159\u00edli\u0161 \u0161irok\u00fdmi opr\u00e1vn\u011bn\u00edmi, proto\u017ee bezpe\u010dnostn\u00ed politiky na n\u011b nebyly navr\u017eeny.<\/li>\n<li><strong>\u0160k\u00e1lov\u00e1n\u00ed lidsk\u00fdch chyb:<\/strong> Lidsk\u00fd faktor p\u0159isp\u00edv\u00e1 ke 28 procent\u016fm v\u0161ech \u00fanik\u016f dat, ale kdy\u017e se lidsk\u00e1 chyba prom\u00edtne do automatizovan\u00e9ho AI procesu, jej\u00ed dopad se n\u00e1sob\u00ed.<\/li>\n<li><strong>Absence auditn\u00edch stop:<\/strong> Mnoho firem nedok\u00e1\u017ee zp\u011btn\u011b vysledovat, k jak\u00fdm dat\u016fm AI agent p\u0159istoupil a co s nimi ud\u011blal.<\/li>\n<\/ul>\n<h2>Deepfake \u00fatoky na vzestupu<\/h2>\n<p>Zpr\u00e1va p\u0159in\u00e1\u0161\u00ed dal\u0161\u00ed znepokojiv\u00e9 zji\u0161t\u011bn\u00ed: t\u00e9m\u011b\u0159 60 procent firem hl\u00e1s\u00ed, \u017ee se ji\u017e setkalo s incidenty vyu\u017e\u00edvaj\u00edc\u00edmi technologii deepfake. Nejde p\u0159itom jen o kuri\u00f3zn\u00ed videa celebrit, ale o sofistikovan\u00e9 podvody c\u00edlen\u00e9 na firemn\u00ed prost\u0159ed\u00ed. Fale\u0161n\u00e9 videohovory s \u00fadajn\u00fdmi \u010dleny veden\u00ed, zmanipulovan\u00e9 hlasov\u00e9 zpr\u00e1vy od partner\u016f, podvr\u017een\u00e9 prezentace a dokumenty \u2013 to v\u0161e se st\u00e1v\u00e1 ka\u017edodenn\u00ed realitou.<\/p>\n<p>Obzvl\u00e1\u0161t\u011b alarmuj\u00edc\u00ed je statistika, podle kter\u00e9 48 procent organizac\u00ed utrp\u011blo reputa\u010dn\u00ed \u0161kody v d\u016fsledku dezinformac\u00ed generovan\u00fdch um\u011blou inteligenc\u00ed. Sta\u010d\u00ed jedin\u00fd p\u0159esv\u011bd\u010div\u00fd deepfake video s gener\u00e1ln\u00edm \u0159editelem, kter\u00e9 se roz\u0161\u00ed\u0159\u00ed na soci\u00e1ln\u00edch s\u00edt\u00edch, a akcie firmy mohou zaznamenat propad d\u0159\u00edve, ne\u017e kdokoli stihne zareagovat.<\/p>\n<h2>Lidsk\u00fd faktor v \u00e9\u0159e automatizace<\/h2>\n<p>Jedna z nejparadoxn\u011bj\u0161\u00edch zji\u0161t\u011bn\u00ed zpr\u00e1vy se t\u00fdk\u00e1 vztahu mezi lidskou chybou a automatizac\u00ed. Zat\u00edmco AI slibuje eliminaci lidsk\u00fdch omyl\u016f, v praxi se ukazuje, \u017ee automatizace m\u016f\u017ee lidsk\u00e9 chyby naopak dramaticky zes\u00edlit. P\u0159edstavte si administr\u00e1tora, kter\u00fd nespr\u00e1vn\u011b nakonfiguruje p\u0159\u00edstupov\u00e1 pr\u00e1va pro AI agenta. Zat\u00edmco lidsk\u00fd zam\u011bstnanec by s takov\u00fdmi pr\u00e1vy mo\u017en\u00e1 nikdy nenarazil na citlivou datab\u00e1zi, AI agent ji systematicky prohled\u00e1 b\u011bhem minut.<\/p>\n<p>Podle pr\u016fzkumu 28 procent datov\u00fdch \u00fanik\u016f zahrnuje lidskou chybu jako p\u0159isp\u00edvaj\u00edc\u00ed faktor. V kontextu AI agent\u016f to nab\u00fdv\u00e1 nov\u00e9ho rozm\u011bru \u2013 jedin\u00e1 chyba v konfiguraci se m\u016f\u017ee kask\u00e1dovit\u011b roz\u0161\u00ed\u0159it nap\u0159\u00ed\u010d celou infrastrukturou. Automatizace tak paradoxn\u011b vytv\u00e1\u0159\u00ed novou kategorii rizik, kter\u00e1 kombinuje lidskou nepozornost se strojovou efektivitou.<\/p>\n<h2>Co mohou firmy ud\u011blat<\/h2>\n<p>Odborn\u00edci na kybernetickou bezpe\u010dnost navrhuj\u00ed n\u011bkolik krok\u016f, kter\u00e9 by organizace m\u011bly neprodlen\u011b podniknout:<\/p>\n<ul>\n<li><strong>Kompletn\u00ed datov\u00fd audit:<\/strong> Ne\u017e firma nasad\u00ed jak\u00e9hokoli AI agenta, mus\u00ed v\u011bd\u011bt, kde jsou jej\u00ed data. Bez datov\u00e9 mapy je jak\u00e9koli zabezpe\u010den\u00ed jen iluz\u00ed.<\/li>\n<li><strong>Princip minim\u00e1ln\u00edch opr\u00e1vn\u011bn\u00ed:<\/strong> AI agenti by m\u011bli m\u00edt p\u0159\u00edstup pouze k t\u011bm dat\u016fm, kter\u00e1 skute\u010dn\u011b pot\u0159ebuj\u00ed pro svou funkci. \u017d\u00e1dn\u00fd agent by nem\u011bl m\u00edt neomezen\u00fd p\u0159\u00edstup k cel\u00e9 s\u00edti.<\/li>\n<li><strong>Pr\u016fb\u011b\u017en\u00fd monitoring:<\/strong> Zaveden\u00ed n\u00e1stroj\u016f, kter\u00e9 v re\u00e1ln\u00e9m \u010dase sleduj\u00ed, k \u010demu AI agenti p\u0159istupuj\u00ed a jak\u00e9 akce prov\u00e1d\u011bj\u00ed.<\/li>\n<li><strong>Segmentace s\u00edt\u011b:<\/strong> Citliv\u00e1 data by m\u011bla b\u00fdt izolov\u00e1na v zabezpe\u010den\u00fdch segmentech s p\u0159\u00edsn\u00fdmi pravidly p\u0159\u00edstupu.<\/li>\n<li><strong>Pravideln\u00e9 testov\u00e1n\u00ed:<\/strong> Penetra\u010dn\u00ed testy zam\u011b\u0159en\u00e9 specificky na sc\u00e9n\u00e1\u0159e zneu\u017eit\u00ed AI agent\u016f.<\/li>\n<li><strong>\u0160kolen\u00ed zam\u011bstnanc\u016f:<\/strong> Rozpozn\u00e1v\u00e1n\u00ed deepfake obsahu a pochopen\u00ed rizik spojen\u00fdch s AI by m\u011blo b\u00fdt sou\u010d\u00e1st\u00ed povinn\u00e9ho bezpe\u010dnostn\u00edho vzd\u011bl\u00e1v\u00e1n\u00ed.<\/li>\n<\/ul>\n<h2>Regulace nest\u00edh\u00e1 tempo inovac\u00ed<\/h2>\n<p>Zat\u00edmco Evropsk\u00e1 unie pokro\u010dila s implementac\u00ed AI Actu a dal\u0161\u00edch regula\u010dn\u00edch r\u00e1mc\u016f, praxe ukazuje, \u017ee legislativa za technologick\u00fdm v\u00fdvojem st\u00e1le zaost\u00e1v\u00e1. AI agenti p\u0159edstavuj\u00ed kategorii, kterou mnoh\u00e9 regulace dostate\u010dn\u011b nepokr\u00fdvaj\u00ed \u2013 nejsou to klasick\u00e9 softwarov\u00e9 n\u00e1stroje, ale ani plnohodnotn\u00ed u\u017eivatel\u00e9 syst\u00e9mu. Spadaj\u00ed do \u0161ed\u00e9 z\u00f3ny, kde se bezpe\u010dnostn\u00ed politiky \u010dasto rozpadaj\u00ed.<\/p>\n<p>Nav\u00edc se ukazuje, \u017ee compliance samo o sob\u011b nesta\u010d\u00ed. Organizace, kter\u00e9 spl\u0148uj\u00ed minim\u00e1ln\u00ed regulatorn\u00ed po\u017eadavky, ale nep\u0159istupuj\u00ed k bezpe\u010dnosti proaktivn\u011b, jsou stejn\u011b zraniteln\u00e9. Zpr\u00e1va Thales jasn\u011b ukazuje, \u017ee form\u00e1ln\u00ed soulad s p\u0159edpisy a skute\u010dn\u00e9 zabezpe\u010den\u00ed dat jsou dv\u011b velmi odli\u0161n\u00e9 v\u011bci.<\/p>\n<h2>Budoucnost pat\u0159\u00ed odpov\u011bdn\u00e9mu nasazen\u00ed<\/h2>\n<p>Zpr\u00e1va Thales 2026 Data Threat Report by nem\u011bla b\u00fdt \u010dtena jako argument proti nasazov\u00e1n\u00ed um\u011bl\u00e9 inteligence. AI agenti p\u0159in\u00e1\u0161ej\u00ed obrovsk\u00fd potenci\u00e1l pro zv\u00fd\u0161en\u00ed produktivity, automatizaci rutinn\u00edch \u00fakol\u016f a lep\u0161\u00ed rozhodov\u00e1n\u00ed. Probl\u00e9m nen\u00ed v technologii samotn\u00e9, ale v tom, jak ji firmy implementuj\u00ed \u2013 \u010dasto p\u0159\u00edli\u0161 rychle, bez dostate\u010dn\u00e9 p\u0159\u00edpravy a bez z\u00e1kladn\u00edch bezpe\u010dnostn\u00edch opat\u0159en\u00ed.<\/p>\n<p>Organizace, kter\u00e9 investuj\u00ed do datov\u00e9 governance je\u0161t\u011b p\u0159ed nasazen\u00edm AI, budou v dlouhodob\u00e9m horizontu nejen bezpe\u010dn\u011bj\u0161\u00ed, ale tak\u00e9 konkurenceschopn\u011bj\u0161\u00ed. Znalost vlastn\u00edch dat, jejich klasifikace a \u0159\u00edzen\u00fd p\u0159\u00edstup nejsou p\u0159epychem \u2013 jsou z\u00e1kladn\u00edm p\u0159edpokladem pro jak\u00e9koli smyslupln\u00e9 vyu\u017eit\u00ed um\u011bl\u00e9 inteligence. Jak pravideln\u011b informujeme na <a href=\"https:\/\/1ai.cz\/\">1AI.cz<\/a>, odpov\u011bdn\u00fd p\u0159\u00edstup k nasazov\u00e1n\u00ed AI technologi\u00ed je t\u00edm nejlep\u0161\u00edm zp\u016fsobem, jak z nich vyt\u011b\u017eit maximum a z\u00e1rove\u0148 minimalizovat rizika.<\/p>\n<p>\u010c\u00edsla mluv\u00ed jasn\u011b: pokud dv\u011b t\u0159etiny firem nev\u011bd\u00ed, kde maj\u00ed sv\u00e1 data, pak dv\u011b t\u0159etiny firem nejsou p\u0159ipraveny na \u00e9ru autonomn\u00edch AI agent\u016f. A to je probl\u00e9m, kter\u00fd nelze odkl\u00e1dat na z\u00edt\u0159ek.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>P\u0159edstavte si, \u017ee do sv\u00e9 firmy pust\u00edte stovky nov\u00fdch zam\u011bstnanc\u016f, ale zapomenete jim \u0159\u00edct, do kter\u00fdch kancel\u00e1\u0159\u00ed sm\u011bj\u00ed vstoupit a ke kter\u00fdm sk\u0159\u00edn\u00edm maj\u00ed p\u0159\u00edstup. P\u0159esn\u011b to se dnes d\u011bje v podnic\u00edch po cel\u00e9m sv\u011bt\u011b \u2013 jen\u017ee m\u00edsto zam\u011bstnanc\u016f jsou to autonomn\u00ed AI agenti, kte\u0159\u00ed voln\u011b proch\u00e1zej\u00ed firemn\u00edmi s\u00edt\u011bmi a p\u0159istupuj\u00ed k dat\u016fm, o kter\u00fdch<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[675],"tags":[784,898,921,910,587,1681,481],"class_list":{"0":"post-8460","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-ai-nastroje","7":"tag-ai-agenti","8":"tag-datova-governance","9":"tag-deepfake","10":"tag-kyberneticka-bezpecnost","11":"tag-ochrana-dat","12":"tag-podnikova-bezpecnost","13":"tag-umela-inteligence"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.9 (Yoast SEO v27.0) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Dv\u011b t\u0159etiny firem ztratily p\u0159ehled o datech kv\u016fli AI agent\u016fm &#8211; 1ai.cz<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/1ai.cz\/ainovinky\/dve-tretiny-firem-ztratily-prehled-o-datech-kvuli-ai-agentum\/\" \/>\n<meta property=\"og:locale\" content=\"cs_CZ\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Dv\u011b t\u0159etiny firem ztratily p\u0159ehled o datech kv\u016fli AI agent\u016fm\" \/>\n<meta property=\"og:description\" content=\"P\u0159edstavte si, \u017ee do sv\u00e9 firmy pust\u00edte stovky nov\u00fdch zam\u011bstnanc\u016f, ale zapomenete jim \u0159\u00edct, do kter\u00fdch kancel\u00e1\u0159\u00ed sm\u011bj\u00ed vstoupit a ke kter\u00fdm sk\u0159\u00edn\u00edm maj\u00ed p\u0159\u00edstup. 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