{"id":923888,"date":"2026-09-16T09:22:32","date_gmt":"2026-09-16T09:22:32","guid":{"rendered":"https:\/\/www.capgemini.com\/pl-pl\/?post_type=research-and-insight&#038;p=923888"},"modified":"2026-09-17T13:47:39","modified_gmt":"2026-09-17T13:47:39","slug":"from-ai-everywhere-to-ai-where-it-counts","status":"publish","type":"research-and-insight","link":"https:\/\/www.capgemini.com\/pl-pl\/insights\/biblioteka\/from-ai-everywhere-to-ai-where-it-counts\/","title":{"rendered":"Od wszechobecnego AI do u\u017cycia AI tam, gdzie naprawd\u0119 ma znaczenie"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-reusable header heroReusable  \"><div class=\"header-bgs\"><picture><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/AI-powered-SOCS-PoV_web-banner.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/AI-powered-SOCS-PoV_web-banner.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/AI-powered-SOCS-PoV_web-banner.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/AI-powered-SOCS-PoV_web-banner.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/AI-powered-SOCS-PoV_web-banner.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/AI-powered-SOCS-PoV_web-banner.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/AI-powered-SOCS-PoV_web-banner.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/AI-powered-SOCS-PoV_web-banner.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/AI-powered-SOCS-PoV_web-banner.jpg\" class=\"header-img header-img-d\" alt=\"\" style=\"object-fit:cover;object-position:50% 50%\" loading=\"eager\"\/><\/picture><\/div><div class=\"heroPictureCardHeaderShape\"><\/div><div class=\"container\"><div class=\"row\"><div class=\"col-md-12\"><div class=\"box\"><div class=\"boxTagWrapper\"><div class=\"tagInfo\"><div><span class=\"box-tag\">Cybersecurity<\/span><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">Od wszechobecnego AI do u\u017cycia AI tam, gdzie naprawd\u0119 ma znaczenie<\/h1><\/div><h2 class=\"reasearchInsightTitle\">Przysz\u0142o\u015b\u0107 operacji bezpiecze\u0144stwa nie polega na wi\u0119kszej ilo\u015bci AI. Chodzi o\u00a0w\u0142a\u015bciwe wykorzystanie AI.<\/h2><div class=\"inner-row-insight download-btn\"><div class=\"col-md-4 downloadFiles addPadding\"><a class=\"button-download--small\" type=\"download\" href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/PoV_AI-Powered-SOC-POV-120826f-1.pdf\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><span>Pobierz nasze PoV<\/span><span class=\"type\">2 MB pdf<\/span><\/a><\/div><\/div><\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-group section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"grid-container\"><div class=\"col-12 col-md-2\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/www.capgemini.com\/?post_type=research-and-insight&amp;p=1241094\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/shareArticle?url=https:\/\/www.capgemini.com\/?post_type=research-and-insight&amp;p=1241094\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div><div class=\"article-text article-quote-text\">\n<h2 id=\"h-sztuczna-inteligencja-moze-przyspieszyc-dzialania-operacyjne-w-obszarze-bezpieczenstwa-ale-tylko-wtedy-gdy-jest-stosowana-do-odpowiednich-zadan\" class=\"wp-block-heading\">Sztuczna inteligencja mo\u017ce przyspieszy\u0107 dzia\u0142ania operacyjne w\u00a0obszarze bezpiecze\u0144stwa, ale tylko wtedy, gdy jest stosowana do odpowiednich zada\u0144.<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"h-ai-can-accelerate-security-operations-but-only-when-applied-to-the-right-tasks-the-challenge-for-security-leaders-is-knowing-where-ai-adds-value-where-automation-is-more-effective-and-where-human-judgment-remains-essential\">Wyzwanie dla lider\u00f3w bezpiecze\u0144stwa polega na zrozumieniu, gdzie AI wnosi realn\u0105 warto\u015b\u0107, gdzie skuteczniejsza okazuje si\u0119 automatyzacja, a\u00a0gdzie niezb\u0119dny pozostaje ludzki os\u0105d.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pobierz nasz dokument ekspercki, aby dowiedzie\u0107 si\u0119, jak identyfikowa\u0107 przypadki u\u017cycia AI o\u00a0najwy\u017cszej warto\u015bci biznesowej, wzmacnia\u0107 nadz\u00f3r i\u00a0\u0142ad organizacyjny oraz budowa\u0107 bardziej odporny SOC.<\/p>\n\n\n\n<h4 id=\"h-dowiedz-sie\" class=\"wp-block-heading\"><strong>Dowiedz si\u0119:<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Dlaczego AI nie jest uniwersalnym rozwi\u0105zaniem dla operacji bezpiecze\u0144stwa<\/li>\n\n\n\n<li>Jak wykorzysta\u0107 praktyczne ramy oceny przypadk\u00f3w u\u017cycia AI<\/li>\n\n\n\n<li>Kiedy AI, automatyzacja i\u00a0ludzka wiedza ekspercka zapewniaj\u0105 najlepsze rezultaty<\/li>\n\n\n\n<li>Jak\u0105 rol\u0119 w\u00a0adopcji AI odgrywaj\u0105 model Zero Trust oraz mechanizmy nadzoru oraz \u0142adu organizacyjnego<\/li>\n\n\n\n<li>Poznaj rzeczywiste przyk\u0142ady operacji bezpiecze\u0144stwa wspieranych przez AI<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/PoV_AI-Powered-SOC-POV-120826f-1.pdf\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Pobierz nasze Point of View<\/strong><\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 id=\"h-powiazane-materialy\" class=\"wp-block-heading\"><strong>Powi\u0105zane materia\u0142y<\/strong><\/h3>\n\n\n\n<h4 id=\"h-gotowi-przejsc-od-strategii-do-realizacji\" class=\"wp-block-heading\"><strong>Gotowi przej\u015b\u0107 od strategii do realizacji?<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Pobierz nasz e-book <em>Od narz\u0119dzi wspieranych przez AI do SOC wspieranego przez AI<\/em>, aby uzyska\u0107 praktyczne wskaz\u00f3wki dotycz\u0105ce identyfikowania przypadk\u00f3w u\u017cycia AI, projektowania proces\u00f3w z\u00a0odpowiednim nadzorem oraz budowania bardziej odpornej organizacji bezpiecze\u0144stwa.<\/p>\n\n\n\n<h4 id=\"h-zobacz-jak-capgemini-moze-pomoc\" class=\"wp-block-heading\"><strong>Zobacz, jak Capgemini mo\u017ce pom\u00f3c<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Zapoznaj si\u0119 z ofert\u0105 Capgemini dotycz\u0105c\u0105 <a href=\"https:\/\/www.capgemini.com\/solutions\/ai-powered-security-operations-center-soc\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>SOC wspieranego przez AI<\/strong><\/a> i\u00a0dowiedz si\u0119, jak pomagamy organizacjom modernizowa\u0107 operacje bezpiecze\u0144stwa, zwi\u0119ksza\u0107 produktywno\u015b\u0107 analityk\u00f3w, wzmacnia\u0107 cyberodporno\u015b\u0107 oraz wykorzystywa\u0107 AI tam, gdzie przynosi ona najwi\u0119ksz\u0105 warto\u015b\u0107.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"<p>The future of security operations isn&#8217;t more AI. It&#8217;s the right AI.<\/p>\n","protected":false},"author":440,"featured_media":923889,"template":"","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[{\"uuid\":\"8e5e2ee4-ec4e-4fc4-9bb6-bf71e4959c15\",\"blogId\":\"27\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/pl-pl\/\",\"postLink\":\"https:\/\/www.capgemini.com\/pl-pl\/insights\/biblioteka\/from-ai-everywhere-to-ai-where-it-counts\/\",\"postId\":923888,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false,\"hreflang\":\"\",\"link\":\"\"},{\"uuid\":\"8f205e22-b299-4171-81af-6c2b3af61435\",\"blogId\":\"1\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/\",\"postLink\":\"https:\/\/www.capgemini.com\/insights\/research-library\/from-ai-everywhere-to-ai-where-it-counts\/\",\"postId\":1241094,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false,\"hreflang\":\"\",\"link\":\"\"}]","cg_seo_canonical_relation":"","cg_seo_hreflang_x_default_relation":"","cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":false,"cg_dt_link_disabled":false,"footnotes":"","related_resource_url":"","related_resource_id":0,"related_resource_size":"","related_resource_type":"","cg_author":0,"_yoast_wpseo_primary_theme":69,"primary_term":"Cybersecurity","featured_focal_points":""},"tags":[],"research-and-insight-type":[66],"theme":[69],"brand":[],"service":[],"industry":[],"partners":[],"content-group":[],"class_list":["post-923888","research-and-insight","type-research-and-insight","status-publish","has-post-thumbnail","hentry","research-and-insight-type-point-of-view","theme-cybersecurity"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.7 (Yoast SEO v27.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Od wszechobecnego AI do u\u017cycia AI tam, gdzie naprawd\u0119 ma znaczenie - Capgemini Poland<\/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:\/\/www.capgemini.com\/pl-pl\/insights\/biblioteka\/from-ai-everywhere-to-ai-where-it-counts\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Od wszechobecnego AI do u\u017cycia AI tam, gdzie naprawd\u0119 ma znaczenie\" \/>\n<meta property=\"og:description\" content=\"The future of security operations isn&#039;t more AI. 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