{"id":890907,"date":"2021-04-16T06:21:49","date_gmt":"2021-04-16T06:21:49","guid":{"rendered":"https:\/\/www.capgemini.com\/?page_id=518084"},"modified":"2025-12-05T15:02:45","modified_gmt":"2025-12-05T15:02:45","slug":"data-and-analytics-for-telco-2","status":"publish","type":"page","link":"https:\/\/www.capgemini.com\/pl-pl\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/","title":{"rendered":"Dane i AI w telekomunikacji"},"content":{"rendered":"\n<div class=\"wp-block-cg-blocks-hero-picture-card undefined  heroPictureCard\"><div class=\"heroPictureCardBgs\"><picture><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/08\/Capgemini_Industries_Telecoms.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/08\/Capgemini_Industries_Telecoms.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/08\/Capgemini_Industries_Telecoms.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/08\/Capgemini_Industries_Telecoms.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/08\/Capgemini_Industries_Telecoms.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/08\/Capgemini_Industries_Telecoms.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/08\/Capgemini_Industries_Telecoms.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/08\/Capgemini_Industries_Telecoms.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/08\/Capgemini_Industries_Telecoms.jpg\" class=\"desktopImage\" alt=\"\" style=\"object-fit:cover;object-position:50% 50%\" loading=\"eager\"\/><\/picture><picture><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/08\/Capgemini_Industries_Telecoms.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/08\/Capgemini_Industries_Telecoms.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/08\/Capgemini_Industries_Telecoms.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/08\/Capgemini_Industries_Telecoms.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/08\/Capgemini_Industries_Telecoms.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/08\/Capgemini_Industries_Telecoms.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/08\/Capgemini_Industries_Telecoms.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/08\/Capgemini_Industries_Telecoms.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/08\/Capgemini_Industries_Telecoms.jpg\" class=\"mobileImage\" 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-8 col-lg-6\"><div class=\"heroPictureCardBox\"><div class=\"heroPictureCardBoxTitle\"><h1 data-maxlength=\"144\">Dane i AI w telekomunikacji<\/h1><\/div><\/div><\/div><\/div><\/div><div class=\"small-device\"><div class=\"brandLogoWrapper\"> <\/div><\/div><\/div>\n\n\n\n<section class=\"wp-block-cg-blocks-intro-para undefined section section--intro\"><div class=\"intro-para\"><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\/pl-pl\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/\" 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\/sharing\/share-offsite\/?url=https:\/\/www.capgemini.com\/pl-pl\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/\" 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 class=\"col-12 col-md-11 col-lg-10\"><h2 class=\"intro-para-title\">Nasi eksperci i ekspertki ds. danych, sztucznej inteligencji (AI) i chmury pomagaj\u0105 firmom w pe\u0142ni wykorzysta\u0107 wiedz\u0119 opart\u0105 na danych \u2013 po to, by umo\u017cliwi\u0107 \u00a0im podejmowanie natychmiastowych decyzji, kt\u00f3re maj\u0105 wp\u0142yw na przysz\u0142o\u015b\u0107 prowadzonej dzia\u0142alno\u015bci.<\/h2><p class=\"intro-para-content\"><br>Operatorzy telekomunikacyjni s\u0105 jednymi z najwi\u0119kszych na \u015bwiecie agregator\u00f3w danych, z dost\u0119pem do ogromnej liczby \u017ar\u00f3de\u0142 danych i bezpo\u015brednim po\u0142\u0105czeniem z milionami konsument\u00f3w. Dane musz\u0105 by\u0107 interpretowane szybko, w spos\u00f3b inteligentny i efektywny kosztowo, aby mog\u0142y stanowi\u0107 podstaw\u0119 inteligentnych decyzji biznesowych.<br><br>Zespo\u0142y Capgemini zajmuj\u0105ce si\u0119 danymi i chmur\u0105 oferuj\u0105 portfolio us\u0142ug, kt\u00f3re wykorzystuje najnowsze technologie cyfrowe, analityk\u0119 i sztuczn\u0105 inteligencj\u0119, aby pom\u00f3c firmom telekomunikacyjnym skutecznie zmodernizowa\u0107 starsze systemy &#8211; i uwolni\u0107 pe\u0142ny potencja\u0142 ich danych.<\/p><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-intro-para-video section section--info-2cols section--insights section-video \"><div class=\"bg-color video-align-left\"><div class=\"container\"><div class=\"row video-align-right\"><div class=\"col-md-12\"><div class=\"video-align-right row box box--4 box--mini\"><div class=\"col-md-1\"><\/div><div class=\"col-md-8 box-img-wrapper\"><div class=\"video-box\"><div class=\"video-wrapper\"><iframe title=\"video-section\" src=\"https:\/\/www.youtube.com\/embed\/KDvovSm_Qis?rel=0&amp;modestbranding=1&amp;playsinline=1&amp;enablejsapi=1\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen loading=\"lazy\" referrerpolicy=\"strict-origin-when-cross-origin\"><\/iframe><\/div><\/div><\/div><div class=\"col-md-3\"><h3 class=\"Video-title\" data-maxlength=\"34\"><\/h3><div class=\"video-info\"><p data-maxlength=\"68\"><\/p><\/div><\/div><div class=\"col-md-1\"><\/div><\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-how-we-do-it section section--howwedoit block-howwedoit\"><div class=\"container\"><div><div class=\"content-title\"><h2 data-maxlength=\"72\" class=\"expandable-heading-tag\">Czym si\u0119 zajmujemy<\/h2><\/div><p><\/p><\/div><div class=\"section-content\">\n<div class=\"wp-block-cg-blocks-card-howwedoit expanders\"><div class=\"box card-regulated-agreements card-howwedoit\"><div class=\"expander-box filter-box tag-active \"><div class=\"expander-title\" tabindex=\"0\" role=\"button\" aria-pressed=\"false\" aria-expanded=\"false\"><h3 class=\"expander-heading-title\">Analityka klient\u00f3w<\/h3><\/div><div class=\"expander-subtitle\"><p class=\"small-description\">Zapewniamy kompleksowe anga\u017cowanie klient\u00f3w z personalizacj\u0105 we wszystkich punktach styku, w celu p\u0142ynnego \u015bwiadczenia us\u0142ug.<\/p><\/div><div class=\"expander-content\"><p>Wykorzystujemy dane, analityk\u0119 i sztuczn\u0105 inteligencj\u0119, aby dostarcza\u0107 klientom oferty oparte na analizie kontekstu i ogranicza\u0107 rotacj\u0119 klient\u00f3w. Zwi\u0119kszone zaanga\u017cowanie zapewnia lepsze przychody, mar\u017ce, retencj\u0119 i inne wska\u017aniki efektywno\u015bci. Ujednolicamy dane z r\u00f3\u017cnych wewn\u0119trznych i zewn\u0119trznych \u017ar\u00f3de\u0142 danych. Umo\u017cliwiamy korzystanie z samoobs\u0142ugowych kana\u0142\u00f3w nowej generacji i nowych modeli obs\u0142ugi klienta.<\/p><div class=\"bg-color video-align-right\"><div class=\"container\"><div class=\"row video-align-left\"><div class=\"col-md-12\"><div class=\"video-align-left row box box--4 box--mini\"><div class=\"col-md-3\"><\/div><div class=\"col-md-8 box-img-wrapper\"><div class=\"video-box\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"content-more\"><\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-card-howwedoit expanders\"><div class=\"box card-regulated-agreements card-howwedoit\"><div class=\"expander-box filter-box tag-active \"><div class=\"expander-title\" tabindex=\"0\" role=\"button\" aria-pressed=\"false\" aria-expanded=\"false\"><h3 class=\"expander-heading-title\">Analityka sieciowa<\/h3><\/div><div class=\"expander-subtitle\"><p class=\"small-description\">Wprowadzamy nowe technologie sieciowe i nowe analizy, aby zapewni\u0107 lepsze inwestycje, zarz\u0105dzanie i wsparcie.<\/p><\/div><div class=\"expander-content\"><p>Analityka sieciowa monitoruje jako\u015b\u0107 us\u0142ug za pomoc\u0105 zaawansowanych platform telemetrycznych, identyfikuje s\u0142abe punkty za pomoc\u0105 wykrywania nieprawid\u0142owo\u015bci oraz zapewnia lepsze wsparcie i rozwi\u0105zywanie problem\u00f3w dzi\u0119ki zautomatyzowanej analizie przyczyn \u017ar\u00f3d\u0142owych.<br><br>Nasze rozwi\u0105zania wykrywaj\u0105 awarie, zanim przerodz\u0105 si\u0119 one w powa\u017cne problemy, monitoruj\u0105 ruch sieciowy, identyfikuj\u0105 przeci\u0105\u017cenia na wczesnym etapie, wskazuj\u0105 obszary problem\u00f3w i pomagaj\u0105 efektywnie zarz\u0105dza\u0107 infrastruktur\u0105 fizyczn\u0105. Umo\u017cliwiaj\u0105 one optymalizacj\u0119 koszt\u00f3w inwestycji w infrastruktur\u0119 sieciow\u0105, lokuj\u0105c pieni\u0105dze tam, gdzie jest warto\u015b\u0107 dla klienta, i osadzaj\u0105c sztuczn\u0105 inteligencj\u0119 w sieciach, aby by\u0142y one samodzielnie zarz\u0105dzane.<br><br>Wprowadzamy ramy, aby przyspieszy\u0107 drog\u0119 operator\u00f3w do realizacji sieci autonomicznych sieci z obs\u0142ug\u0105 sztucznej inteligencji. NetAnticipate to jeden z takich framework\u00f3w Network AIOps firmy Capgemini, kt\u00f3ry przewiduje potencjalne nieprawid\u0142owo\u015bci w sieci, identyfikuje pierwotn\u0105 przyczyn\u0119, podejmuje autonomiczne decyzje, uruchamia dzia\u0142ania zapobiegawcze i samouczy si\u0119 za pomoc\u0105 autonomicznej p\u0119tli informacji zwrotnej w celu poprawy podejmowanych dzia\u0142a\u0144 w odpowiednim czasie.<\/p><div class=\"bg-color video-align-right\"><div class=\"container\"><div class=\"row video-align-left\"><div class=\"col-md-12\"><div class=\"video-align-left row box box--4 box--mini\"><div class=\"col-md-3\"><\/div><div class=\"col-md-8 box-img-wrapper\"><div class=\"video-box\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"col-lg-5 col-md-12 box-img-wrapper\"><picture><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/02\/netanticipate-v1.png?w=1984&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/02\/netanticipate-v1.png?w=1984&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/02\/netanticipate-v1.png?w=992&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/02\/netanticipate-v1.png?w=1984&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/02\/netanticipate-v1.png?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/02\/netanticipate-v1.png?w=768&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/02\/netanticipate-v1.png?w=556&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/02\/netanticipate-v1.png?w=556&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/02\/netanticipate-v1.png\" class=\"box-img\" alt=\"\" style=\"object-fit:cover;object-position:50% 50%\" loading=\"lazy\"\/><\/picture><\/div>\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><\/div>\n<div class=\"content-more\"><a class=\"more2\" aria-label=\"Pobierz broszur\u0119 link\" href=\"\/wp-content\/uploads\/2023\/04\/NetAnticipate_-brochure_Apr-23-v2.pdf\" target=\"_blank\" title=\"Opens in a new window\" rel=\"noopener noreferrer\">Pobierz broszur\u0119<\/a><\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-card-howwedoit expanders\"><div class=\"box card-regulated-agreements card-howwedoit\"><div class=\"expander-box filter-box tag-active \"><div class=\"expander-title\" tabindex=\"0\" role=\"button\" aria-pressed=\"false\" aria-expanded=\"false\"><h3 class=\"expander-heading-title\">Monetyzacja danych<\/h3><\/div><div class=\"expander-subtitle\"><p class=\"small-description\">Przekszta\u0142camy dane w \u017ar\u00f3d\u0142a przychod\u00f3w, aby wspiera\u0107 inwestycje i przep\u0142yw \u015brodk\u00f3w pieni\u0119\u017cnych danego operatora.<\/p><\/div><div class=\"expander-content\"><p>Dzi\u0119ki monetyzacji danych operatorzy telekomunikacyjni posiadaj\u0105 du\u017ce ilo\u015bci informacji, kt\u00f3re mog\u0105 by\u0107 agregowane i anonimizowane, zachowuj\u0105c warto\u015b\u0107 dla siebie i partner\u00f3w.<br><br>Dane dotycz\u0105ce lokalizacji i przemieszczania si\u0119 ludzi s\u0105 interesuj\u0105ce dla handlu detalicznego, turystyki, urbanist\u00f3w i reklamodawc\u00f3w, kt\u00f3rzy mog\u0105 dzi\u0119ki temu poprawi\u0107 efektywno\u015b\u0107 w\u0142asnych inwestycji.<br><br>Operatorzy telekomunikacyjni musz\u0105 wdro\u017cy\u0107 platformy monetyzacji danych, aby komercjalizowa\u0107 dane i (co najwa\u017cniejsze) uzyskane z nich informacje, gotowe do wykorzystania.<\/p><div class=\"bg-color video-align-right\"><div class=\"container\"><div class=\"row video-align-left\"><div class=\"col-md-12\"><div class=\"video-align-left row box box--4 box--mini\"><div class=\"col-md-3\"><\/div><div class=\"col-md-8 box-img-wrapper\"><div class=\"video-box\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"content-more\"><\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-card-howwedoit expanders\"><div class=\"box card-regulated-agreements card-howwedoit\"><div class=\"expander-box filter-box tag-active \"><div class=\"expander-title\" tabindex=\"0\" role=\"button\" aria-pressed=\"false\" aria-expanded=\"false\"><h3 class=\"expander-heading-title\">Modernizacja zasob\u00f3w danych<\/h3><\/div><div class=\"expander-subtitle\"><p class=\"small-description\">Dzi\u0119ki modernizacji nieruchomo\u015bci danych przenosimy zasoby danych do nowoczesnych \u015brodowisk danych, co umo\u017cliwia lepsz\u0105 obs\u0142ug\u0119 przy ni\u017cszych kosztach.<\/p><\/div><div class=\"expander-content\"><p>Skorzystasz z elastyczno\u015bci i mo\u017cliwo\u015bci rozbudowy nowoczesnych platform chmurowych dostarczanych przez naszych partner\u00f3w. Skorzystasz z lepszych produkt\u00f3w BI i danych, usuwaj\u0105c ograniczenia dost\u0119pu i wydajno\u015bci, rozbijaj\u0105c silosy i umo\u017cliwiaj\u0105c samoobs\u0142ug\u0119. Uzyskasz \u0142atwy dost\u0119p do zaawansowanej analityki i sztucznej inteligencji, przy niewielkim wysi\u0142ku wdro\u017ceniowym, aby rozszerzy\u0107 wgl\u0105d uzyskany dzi\u0119ki korelacji danych telekomunikacyjnych.<br><br>Dzi\u0119ki modernizacji zasob\u00f3w danych umo\u017cliwimy czerpanie korzy\u015bci ze wsp\u00f3\u0142dzielenia danych wewn\u0105trz firmy oraz z partnerami i klientami, przy wysokim poziomie bezpiecze\u0144stwa i niskiej redundancji. Wi\u0105\u017ce si\u0119 to z ni\u017cszymi kosztami przekszta\u0142cenia CAPEX w OPEX i lepszym powi\u0105zaniem wydatk\u00f3w z przychodami.<\/p><div class=\"bg-color video-align-right\"><div class=\"container\"><div class=\"row video-align-left\"><div class=\"col-md-12\"><div class=\"video-align-left row box box--4 box--mini\"><div class=\"col-md-3\"><\/div><div class=\"col-md-8 box-img-wrapper\"><div class=\"video-box\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"content-more\"><\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-card-howwedoit expanders\"><div class=\"box card-regulated-agreements card-howwedoit\"><div class=\"expander-box filter-box tag-active \"><div class=\"expander-title\" tabindex=\"0\" role=\"button\" aria-pressed=\"false\" aria-expanded=\"false\"><h3 class=\"expander-heading-title\">Telco dla zerowego zu\u017cycia energii<\/h3><\/div><div class=\"expander-subtitle\"><p class=\"small-description\">Jeste\u015bmy zaanga\u017cowani we wzmacnianie i wspieranie firm z bran\u017cy telekomunikacyjnej w osi\u0105ganiu ich cel\u00f3w w zakresie zr\u00f3wnowa\u017conego rozwoju.<\/p><\/div><div class=\"expander-content\"><p>Dzi\u0119ki rozwi\u0105zaniom Capgemini Invent w zakresie zr\u00f3wnowa\u017conego rozwoju, przyspieszamy transformacj\u0119 naszych klient\u00f3w od zerowego zu\u017cycia energii netto do zr\u00f3wnowa\u017conych osi\u0105gni\u0119\u0107.<\/p><div class=\"bg-color video-align-right\"><div class=\"container\"><div class=\"row video-align-left\"><div class=\"col-md-12\"><div class=\"video-align-left row box box--4 box--mini\"><div class=\"col-md-3\"><\/div><div class=\"col-md-8 box-img-wrapper\"><div class=\"video-box\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"content-more\"><a class=\"more2\" aria-label=\"Dowiedz si\u0119 wi\u0119cej link\" href=\"\/solutions\/telco-net-zero\/\" target=\"_blank\" title=\"Opens in a new window\" rel=\"noopener noreferrer\">Dowiedz si\u0119 wi\u0119cej<\/a><\/div><\/div><\/div><\/div><\/div>\n<\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":118,"featured_media":890908,"parent":651063,"menu_order":1,"comment_status":"closed","ping_status":"closed","template":"","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[{\"uuid\":\"3cd608ca-0dfc-4088-a500-126ff1a04c82\",\"blogId\":\"1\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/\",\"postLink\":\"https:\/\/www.capgemini.com\/industries\/telecommunications\/ai-in-telecommunications\/\",\"postId\":518084,\"isSaved\":true,\"isCrossLink\":true,\"hasCrossLink\":false},{\"uuid\":\"d971a004-9364-4dbb-a15e-ff9ee17f3357\",\"blogId\":\"30\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/us-en\/\",\"postLink\":\"https:\/\/www.capgemini.com\/us-en\/industries\/telecommunications\/data-and-analytics-for-telco\/\",\"postId\":567303,\"isSaved\":true,\"isCrossLink\":true,\"hasCrossLink\":false},{\"uuid\":\"515d9e51-f83f-4198-96c6-53846ea697d2\",\"blogId\":\"5\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/gb-en\/\",\"postLink\":\"https:\/\/www.capgemini.com\/gb-en\/industries\/telecommunications\/data-cloud-and-analytics-for-telcos\/\",\"postId\":560359,\"isSaved\":true,\"isCrossLink\":true,\"hasCrossLink\":false},{\"uuid\":\"6ea40cc8-a2c6-400f-a099-07696183b242\",\"blogId\":\"18\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/in-en\/\",\"postLink\":\"https:\/\/www.capgemini.com\/in-en\/industries\/telecommunications\/data-and-analytics-for-telco\/\",\"postId\":977843,\"isSaved\":true,\"isCrossLink\":true,\"hasCrossLink\":false},{\"uuid\":\"89888843-4aa9-4c15-b620-26b20f126b9a\",\"blogId\":\"28\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/mx-es\/\",\"postLink\":\"https:\/\/www.capgemini.com\/mx-es\/sectores\/telecomunicaciones\/datos-e-inteligencia-artificial-para-telcos\/\",\"postId\":5787,\"isSaved\":true,\"isCrossLink\":true,\"hasCrossLink\":false},{\"uuid\":\"afae3b1c-69d0-4bc4-8b3e-67fe6659d21c\",\"blogId\":\"26\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/fi-en\/\",\"postLink\":\"https:\/\/www.capgemini.com\/fi-en\/industries\/telecommunications\/ai-in-telecommunications\/\",\"postId\":503689,\"isSaved\":true,\"isCrossLink\":true,\"hasCrossLink\":false},{\"uuid\":\"7a1f0631-fa62-4ccd-8bac-77b24e5a953f\",\"blogId\":\"20\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/se-en\/\",\"postLink\":\"https:\/\/www.capgemini.com\/se-en\/industries\/telecommunications\/ai-in-telecommunications\/\",\"postId\":130295,\"isSaved\":true,\"isCrossLink\":true,\"hasCrossLink\":false},{\"uuid\":\"2b38a828-cce0-4376-aada-e4e15f6102db\",\"blogId\":\"27\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/pl-pl\/\",\"postLink\":\"https:\/\/www.capgemini.com\/pl-pl\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/\",\"postId\":890907,\"isSaved\":true,\"isCrossLink\":true,\"hasCrossLink\":false},{\"uuid\":\"1e34e421-a24b-4e58-a177-92cdc598af0d\",\"blogId\":\"14\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/be-en\/\",\"postLink\":\"https:\/\/www.capgemini.com\/be-en\/industries\/telecommunications\/ai-in-telecommunications\/\",\"postId\":853748,\"isSaved\":true,\"isCrossLink\":true,\"hasCrossLink\":false},{\"uuid\":\"ece6a2de-555d-44a8-acee-e0d0c468864b\",\"blogId\":\"44\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/ch-en\/\",\"postLink\":\"https:\/\/www.capgemini.com\/ch-en\/industries\/telecommunications\/ai-in-telecommunications\/\",\"postId\":536227,\"isSaved\":true,\"isCrossLink\":true,\"hasCrossLink\":false}]","cg_seo_canonical_relation":"","cg_seo_hreflang_x_default_relation":"{\"uuid\":\"390860f7-6243-43fc-aa60-901cff29f3cc\",\"blogId\":\"\",\"domain\":\"\",\"sitePath\":\"\",\"postLink\":\"\",\"postId\":null,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false}","cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":true,"cg_dt_link_disabled":false,"_yoast_wpseo_primary_brand":"","footnotes":"","featured_focal_points":"","partner_card_description":"","gsap_animation":0},"brand":[],"partner_type":[],"service":[34],"industry":[31],"partners":[],"page-type":[],"content-group":[],"class_list":["post-890907","page","type-page","status-publish","has-post-thumbnail","hentry","service-cybersecurity","industry-telecoms"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.8 (Yoast SEO v22.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Dane i AI w telekomunikacji | Capgemini Polska<\/title>\n<meta name=\"description\" content=\"Nasi eksperci i ekspertki ds. danych, sztucznej inteligencji (AI) i chmury pomagaj\u0105 firmom w pe\u0142ni wykorzysta\u0107 wiedz\u0119 opart\u0105 na danych.\" \/>\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\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Dane i AI w telekomunikacji\" \/>\n<meta property=\"og:description\" content=\"Nasi eksperci i ekspertki ds. danych, sztucznej inteligencji (AI) i chmury pomagaj\u0105 firmom w pe\u0142ni wykorzysta\u0107 wiedz\u0119 opart\u0105 na danych.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.capgemini.com\/pl-pl\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/\" \/>\n<meta property=\"og:site_name\" content=\"Capgemini Poland\" \/>\n<meta property=\"article:modified_time\" content=\"2025-12-05T15:02:45+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.capgemini.com\/pl-pl\/wp-content\/uploads\/sites\/27\/2021\/04\/Capgemini_Industries_Telecoms.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2880\" \/>\n\t<meta property=\"og:image:height\" content=\"1800\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.capgemini.com\/pl-pl\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/\",\"url\":\"https:\/\/www.capgemini.com\/pl-pl\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/\",\"name\":\"Dane i AI w telekomunikacji | Capgemini Polska\",\"isPartOf\":{\"@id\":\"https:\/\/www.capgemini.com\/pl-pl\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.capgemini.com\/pl-pl\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.capgemini.com\/pl-pl\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.capgemini.com\/pl-pl\/wp-content\/uploads\/sites\/27\/2021\/04\/Capgemini_Industries_Telecoms.jpg\",\"datePublished\":\"2021-04-16T06:21:49+00:00\",\"dateModified\":\"2025-12-05T15:02:45+00:00\",\"description\":\"Nasi eksperci i ekspertki ds. danych, sztucznej inteligencji (AI) i chmury pomagaj\u0105 firmom w pe\u0142ni wykorzysta\u0107 wiedz\u0119 opart\u0105 na danych.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.capgemini.com\/pl-pl\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/#breadcrumb\"},\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.capgemini.com\/pl-pl\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"pl-PL\",\"@id\":\"https:\/\/www.capgemini.com\/pl-pl\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/#primaryimage\",\"url\":\"https:\/\/www.capgemini.com\/pl-pl\/wp-content\/uploads\/sites\/27\/2021\/04\/Capgemini_Industries_Telecoms.jpg\",\"contentUrl\":\"https:\/\/www.capgemini.com\/pl-pl\/wp-content\/uploads\/sites\/27\/2021\/04\/Capgemini_Industries_Telecoms.jpg\",\"width\":2880,\"height\":1800},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.capgemini.com\/pl-pl\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.capgemini.com\/pl-pl\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Bran\u017ce\",\"item\":\"https:\/\/www.capgemini.com\/pl-pl\/branze\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Telekomunikacja\",\"item\":\"https:\/\/www.capgemini.com\/pl-pl\/branze\/telekomunikacja\/\"},{\"@type\":\"ListItem\",\"position\":4,\"name\":\"Dane i AI w telekomunikacji\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.capgemini.com\/pl-pl\/#website\",\"url\":\"https:\/\/www.capgemini.com\/pl-pl\/\",\"name\":\"Capgemini Polska\",\"description\":\"Capgemini\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.capgemini.com\/pl-pl\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"pl-PL\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Dane i AI w telekomunikacji | Capgemini Polska","description":"Nasi eksperci i ekspertki ds. danych, sztucznej inteligencji (AI) i chmury pomagaj\u0105 firmom w pe\u0142ni wykorzysta\u0107 wiedz\u0119 opart\u0105 na danych.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.capgemini.com\/pl-pl\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/","og_locale":"pl_PL","og_type":"article","og_title":"Dane i AI w telekomunikacji","og_description":"Nasi eksperci i ekspertki ds. danych, sztucznej inteligencji (AI) i chmury pomagaj\u0105 firmom w pe\u0142ni wykorzysta\u0107 wiedz\u0119 opart\u0105 na danych.","og_url":"https:\/\/www.capgemini.com\/pl-pl\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/","og_site_name":"Capgemini Poland","article_modified_time":"2025-12-05T15:02:45+00:00","og_image":[{"width":2880,"height":1800,"url":"https:\/\/www.capgemini.com\/pl-pl\/wp-content\/uploads\/sites\/27\/2021\/04\/Capgemini_Industries_Telecoms.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.capgemini.com\/pl-pl\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/","url":"https:\/\/www.capgemini.com\/pl-pl\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/","name":"Dane i AI w telekomunikacji | Capgemini Polska","isPartOf":{"@id":"https:\/\/www.capgemini.com\/pl-pl\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.capgemini.com\/pl-pl\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/#primaryimage"},"image":{"@id":"https:\/\/www.capgemini.com\/pl-pl\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/#primaryimage"},"thumbnailUrl":"https:\/\/www.capgemini.com\/pl-pl\/wp-content\/uploads\/sites\/27\/2021\/04\/Capgemini_Industries_Telecoms.jpg","datePublished":"2021-04-16T06:21:49+00:00","dateModified":"2025-12-05T15:02:45+00:00","description":"Nasi eksperci i ekspertki ds. danych, sztucznej inteligencji (AI) i chmury pomagaj\u0105 firmom w pe\u0142ni wykorzysta\u0107 wiedz\u0119 opart\u0105 na danych.","breadcrumb":{"@id":"https:\/\/www.capgemini.com\/pl-pl\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/#breadcrumb"},"inLanguage":"pl-PL","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.capgemini.com\/pl-pl\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/"]}]},{"@type":"ImageObject","inLanguage":"pl-PL","@id":"https:\/\/www.capgemini.com\/pl-pl\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/#primaryimage","url":"https:\/\/www.capgemini.com\/pl-pl\/wp-content\/uploads\/sites\/27\/2021\/04\/Capgemini_Industries_Telecoms.jpg","contentUrl":"https:\/\/www.capgemini.com\/pl-pl\/wp-content\/uploads\/sites\/27\/2021\/04\/Capgemini_Industries_Telecoms.jpg","width":2880,"height":1800},{"@type":"BreadcrumbList","@id":"https:\/\/www.capgemini.com\/pl-pl\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.capgemini.com\/pl-pl\/"},{"@type":"ListItem","position":2,"name":"Bran\u017ce","item":"https:\/\/www.capgemini.com\/pl-pl\/branze\/"},{"@type":"ListItem","position":3,"name":"Telekomunikacja","item":"https:\/\/www.capgemini.com\/pl-pl\/branze\/telekomunikacja\/"},{"@type":"ListItem","position":4,"name":"Dane i AI w telekomunikacji"}]},{"@type":"WebSite","@id":"https:\/\/www.capgemini.com\/pl-pl\/#website","url":"https:\/\/www.capgemini.com\/pl-pl\/","name":"Capgemini Polska","description":"Capgemini","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.capgemini.com\/pl-pl\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"pl-PL"}]}},"brand_term":[],"parsely":{"version":"1.1.0","canonical_url":"https:\/\/capgemini.com\/pl-pl\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/","smart_links":{"inbound":0,"outbound":0},"traffic_boost_suggestions_count":0,"meta":{"@context":"https:\/\/schema.org","@type":"WebPage","headline":"Dane i AI w telekomunikacji","url":"https:\/\/www.capgemini.com\/pl-pl\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/","mainEntityOfPage":{"@type":"WebPage","@id":"https:\/\/www.capgemini.com\/pl-pl\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/"},"thumbnailUrl":"https:\/\/www.capgemini.com\/pl-pl\/wp-content\/uploads\/sites\/27\/2021\/04\/Capgemini_Industries_Telecoms.jpg?w=150&h=150&crop=1","image":{"@type":"ImageObject","url":"https:\/\/www.capgemini.com\/pl-pl\/wp-content\/uploads\/sites\/27\/2021\/04\/Capgemini_Industries_Telecoms.jpg"},"articleSection":"Uncategorized","author":[],"creator":[],"publisher":{"@type":"Organization","name":"Capgemini Poland","logo":""},"keywords":[],"dateCreated":"2021-04-16T06:21:49Z","datePublished":"2021-04-16T06:21:49Z","dateModified":"2025-12-05T15:02:45Z"},"rendered":"<meta name=\"parsely-title\" content=\"Dane i AI w telekomunikacji\" \/>\n<meta name=\"parsely-link\" content=\"https:\/\/www.capgemini.com\/pl-pl\/branze\/telekomunikacja\/dane-i-ai-w-telekomunikacji\/\" \/>\n<meta name=\"parsely-type\" content=\"index\" \/>\n<meta name=\"parsely-image-url\" content=\"https:\/\/www.capgemini.com\/pl-pl\/wp-content\/uploads\/sites\/27\/2021\/04\/Capgemini_Industries_Telecoms.jpg?w=150&amp;h=150&amp;crop=1\" \/>\n<meta name=\"parsely-pub-date\" content=\"2021-04-16T06:21:49Z\" \/>\n<meta name=\"parsely-section\" content=\"Uncategorized\" \/>","tracker_url":"https:\/\/cdn.parsely.com\/keys\/capgemini.com\/p.js"},"archive_status":false,"featured_image_src":"https:\/\/www.capgemini.com\/pl-pl\/wp-content\/uploads\/sites\/27\/2021\/04\/Capgemini_Industries_Telecoms.jpg","featured_image_alt":"","jetpack_sharing_enabled":true,"distributor_meta":false,"distributor_terms":false,"distributor_media":false,"distributor_original_site_name":"Capgemini Poland","distributor_original_site_url":"https:\/\/www.capgemini.com\/pl-pl","push-errors":false,"_links":{"self":[{"href":"https:\/\/www.capgemini.com\/pl-pl\/wp-json\/wp\/v2\/pages\/890907","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.capgemini.com\/pl-pl\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.capgemini.com\/pl-pl\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/pl-pl\/wp-json\/wp\/v2\/users\/118"}],"replies":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/pl-pl\/wp-json\/wp\/v2\/comments?post=890907"}],"version-history":[{"count":5,"href":"https:\/\/www.capgemini.com\/pl-pl\/wp-json\/wp\/v2\/pages\/890907\/revisions"}],"predecessor-version":[{"id":913877,"href":"https:\/\/www.capgemini.com\/pl-pl\/wp-json\/wp\/v2\/pages\/890907\/revisions\/913877"}],"up":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/pl-pl\/wp-json\/wp\/v2\/pages\/651063"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/pl-pl\/wp-json\/wp\/v2\/media\/890908"}],"wp:attachment":[{"href":"https:\/\/www.capgemini.com\/pl-pl\/wp-json\/wp\/v2\/media?parent=890907"}],"wp:term":[{"taxonomy":"brand","embeddable":true,"href":"https:\/\/www.capgemini.com\/pl-pl\/wp-json\/wp\/v2\/brand?post=890907"},{"taxonomy":"partner_type","embeddable":true,"href":"https:\/\/www.capgemini.com\/pl-pl\/wp-json\/wp\/v2\/partner_type?post=890907"},{"taxonomy":"service","embeddable":true,"href":"https:\/\/www.capgemini.com\/pl-pl\/wp-json\/wp\/v2\/service?post=890907"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/www.capgemini.com\/pl-pl\/wp-json\/wp\/v2\/industry?post=890907"},{"taxonomy":"partners","embeddable":true,"href":"https:\/\/www.capgemini.com\/pl-pl\/wp-json\/wp\/v2\/partners?post=890907"},{"taxonomy":"page-type","embeddable":true,"href":"https:\/\/www.capgemini.com\/pl-pl\/wp-json\/wp\/v2\/page-type?post=890907"},{"taxonomy":"content-group","embeddable":true,"href":"https:\/\/www.capgemini.com\/pl-pl\/wp-json\/wp\/v2\/content-group?post=890907"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}