{"id":910555,"date":"2025-05-05T08:34:04","date_gmt":"2025-05-05T08:34:04","guid":{"rendered":"https:\/\/www.capgemini.com\/pl-pl\/?post_type=research-and-insight&#038;p=910555"},"modified":"2025-08-07T10:43:23","modified_gmt":"2025-08-07T10:43:23","slug":"multi-agent-ai-21st-century-automation-revolution","status":"publish","type":"research-and-insight","link":"https:\/\/www.capgemini.com\/pl-pl\/insights\/biblioteka\/multi-agent-ai-21st-century-automation-revolution\/","title":{"rendered":"Wieloagentowe systemy AI \u2013 rewolucja na miar\u0119 XXI wieku"},"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\/2025\/04\/Webbanner-2880X1800_v1.png?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2025\/04\/Webbanner-2880X1800_v1.png?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2025\/04\/Webbanner-2880X1800_v1.png?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2025\/04\/Webbanner-2880X1800_v1.png?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2025\/04\/Webbanner-2880X1800_v1.png?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2025\/04\/Webbanner-2880X1800_v1.png?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2025\/04\/Webbanner-2880X1800_v1.png?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2025\/04\/Webbanner-2880X1800_v1.png?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2025\/04\/Webbanner-2880X1800_v1.png\" 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\">Data and AI<\/span><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">Wieloagentowe systemy AI \u2013 rewolucja na miar\u0119 XXI wieku<\/h1><\/div><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\/2025\/04\/Agentic-AI-for-Enterprise_POV.pdf\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"otwiera si\u0119 w nowym oknie\"><span>Download the PoV<\/span><span class=\"type\">4 MB  pdf<\/span><\/a><\/div><\/div><\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-group undefined section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-1\"><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=1116542\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"otwiera si\u0119 w nowym oknie\"><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=1116542\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"otwiera si\u0119 w nowym oknie\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div class=\"col-12 col-md-11 col-lg-10\"><div class=\"article-text article-quote-text\">\n<h3 class=\"wp-block-heading\" id=\"h-agentowa-sztuczna-inteligencja-agentic-ai-zmienia-sposob-w-jaki-dzialaja-firmy-wykorzystujac-systemy-wieloagentowe-do-zwiekszania-produktywnosci-efektywnosci-i-zaangazowania-klientow\">Agentowa sztuczna inteligencja (agentic AI) zmienia spos\u00f3b, w jaki dzia\u0142aj\u0105 firmy, wykorzystuj\u0105c systemy wieloagentowe do zwi\u0119kszania produktywno\u015bci, efektywno\u015bci i zaanga\u017cowania klient\u00f3w.<\/h3>\n\n\n\n<p>W przeciwie\u0144stwie do tradycyjnych narz\u0119dzi automatyzacji, agenci AI dzia\u0142aj\u0105 autonomicznie \u2013 s\u0105 nastawieni na realizacj\u0119 cel\u00f3w, rozumiej\u0105 kontekst, potrafi\u0105 si\u0119 dostosowa\u0107, dzia\u0142a\u0107 proaktywnie i komunikowa\u0107 si\u0119 j\u0119zykiem naturalnym. Dzi\u0119ki temu umo\u017cliwiaj\u0105 ca\u0142odobow\u0105, zaawansowan\u0105 automatyzacj\u0119 proces\u00f3w biznesowych i IT, nawet w przypadku zada\u0144 o zmiennym charakterze.<br>Agenci AI wchodz\u0105 w interakcje z u\u017cytkownikami i samodzielnie wykonuj\u0105 zadania, sprawiaj\u0105c, \u017ce wsp\u00f3\u0142praca cz\u0142owieka z AI staje si\u0119 bardziej naturalna i efektywna.<\/p>\n\n\n\n<p>Wdra\u017caj\u0105c agentic AI, firmy mog\u0105 znacz\u0105co zwi\u0119kszy\u0107 swoj\u0105 efektywno\u015b\u0107 operacyjn\u0105 \u2013 dzi\u0119ki wsp\u00f3\u0142pracy agent\u00f3w z lud\u017ami oraz wykorzystaniu ich jako multiplikator\u00f3w wiedzy i mo\u017cliwo\u015bci zespo\u0142\u00f3w, co przek\u0142ada si\u0119 na wi\u0119ksz\u0105 warto\u015b\u0107 biznesow\u0105.<\/p>\n\n\n\n<p>W tym materiale dowiesz si\u0119, jak dzia\u0142a ekosystem agentowy, jak najlepiej wdro\u017cy\u0107 architektur\u0119 agentic AI (niezale\u017cnie od bran\u017cy czy obszaru) oraz jak zadba\u0107 o w\u0142a\u015bciwe zasady zarz\u0105dzania, bezpiecze\u0144stwa i odpowiedzialno\u015bci.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--1\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2025\/04\/Agentic-AI-for-Enterprise_POV.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Pobierz<\/a><\/div>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n\t\t<section\n\t\t\tclass=\"section section--lifeatcap-learning section--event-slider-careerInvent \">\n\n\t\t\t<div class=\"container\">\n\t\t\t\t<div class='career-invent-header'>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\t<div class=\"slider slider-fader c6107749-fe98-4c17-980e-6fb001d69c98\">\n\t\t\t\t\t\t\t\t<div\n\t\t\t\t\tclass=\"slider-list \">\n\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\tclass=\"slide active \">\n\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\tclass=\"slide-bg-wrapper wp-block-cg-blocks-career-invent is-style-sapphire3\">\n\t\t\t\t\t\t\t\t<div class=\"bgImagesection\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"bgColor\"><\/div>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"container slide-info-wrapper\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"row\">\n\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\t\t\t\t\tclass=\"col-md-6 col-sm-12 box-inner \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"bgColor\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tclass=\"content-title \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"explore-header\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata-maxlength=\"68\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"Agentic AI dla przedsi\u0119biorstw\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tAgentic AI dla przedsi\u0119biorstw\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tclass=\"box-title \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h4 data-maxlength=\"144\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"<strong>Wprowad\u017a swoj\u0105 firm\u0119 na wy\u017cszy poziom dzi\u0119ki transformacji opartej na agentowej AI<\/strong>&#8221;\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=&#8221;white-space: pre-wrap;&#8221;>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tWprowad\u017a swoj\u0105 firm\u0119 na wy\u017cszy poziom dzi\u0119ki transformacji opartej na agentowej AI\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/h4>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div >\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"btnDiv\"> <a class=\"more2\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata-maxlength=\"24\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\taria-label=\"Sprawd\u017a o Agentic AI dla przedsi\u0119biorstw\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"Opens in new window\" tabindex=\"0\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\thref=\"https:\/\/www.capgemini.com\/solutions\/agentic-ai-for-enterprise-by-capgemini\/\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttarget=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tSprawd\u017a\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a> <\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"col-md-6 col-sm-12 text-right box-img-wrapper escaper 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alt=\"\" \/>\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/picture>\n\t\t\t\t\t\t\t\t\t\t\t\t<!-- <img decoding=\"async\" class=\"box-img\" src=\"\"\n\t\t\t\t\t\t\t\t\t\t\tstyle=\"\" alt=\"\"\n\t\t\t\t\t\t\t\t\t\t\/> -->\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"\">\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"slide-reveal\"><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\n\t\t\t\t\n\t\t\t<\/div>\n\n\t\t<\/section>\n\n\t\t\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Agentowa sztuczna inteligencja zmienia spos\u00f3b, w jaki dzia\u0142aj\u0105 firmy, wykorzystuj\u0105c systemy wieloagentowe do zwi\u0119kszania produktywno\u015bci, efektywno\u015bci i zaanga\u017cowania klient\u00f3w.<\/p>\n","protected":false},"author":81,"featured_media":910556,"template":"","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[]","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":true,"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":74,"primary_term":"Data and AI","featured_focal_points":""},"tags":[],"research-and-insight-type":[66],"theme":[74],"brand":[],"service":[210],"industry":[],"partners":[],"content-group":[],"class_list":["post-910555","research-and-insight","type-research-and-insight","status-publish","has-post-thumbnail","hentry","research-and-insight-type-point-of-view","theme-data-and-ai","service-data-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin 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