{"id":13613,"date":"2026-06-12T15:25:12","date_gmt":"2026-06-12T13:25:12","guid":{"rendered":"https:\/\/atteli.com\/?p=13613"},"modified":"2026-06-16T11:47:31","modified_gmt":"2026-06-16T09:47:31","slug":"journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera","status":"publish","type":"post","link":"https:\/\/atteli.com\/pl\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\/","title":{"rendered":"Journey Creation Agent w Customer Insights \u2013 praktyczne wsparcie AI dla marketera?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"13613\" class=\"elementor elementor-13613\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a940259 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a940259\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d0171a4\" data-id=\"d0171a4\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-367a738 breadcrumb elementor-widget elementor-widget-shortcode\" data-id=\"367a738\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><span><span><a href=\"https:\/\/atteli.com\/pl\/\">Home<\/a><\/span><\/span><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-479261b font-light elementor-widget elementor-widget-heading\" data-id=\"479261b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Journey Creation Agent w Dynamics 365 Customer Insights - praktyczne wsparcie AI dla marketera<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-68547c3 author-info elementor-widget elementor-widget-shortcode\" data-id=\"68547c3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><img decoding=\"async\" src=\"https:\/\/atteli.com\/wp-content\/uploads\/2024\/06\/agnieszka_tymoszczyn-150x150.jpeg\" width=\"96\" height=\"96\" srcset=\"https:\/\/atteli.com\/wp-content\/uploads\/2024\/06\/agnieszka_tymoszczyn-230x230.jpeg 2x\" alt=\"Agnieszka Tomczyszyn\" class=\"avatar avatar-96 wp-user-avatar wp-user-avatar-96 alignnone photo\" \/> <strong>Agnieszka Tomczyszyn<\/strong>  <strong>2026-06-12<\/strong> <\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-be1298a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"be1298a\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-088970b elementor-hidden-mobile elementor-hidden-tablet\" data-id=\"088970b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-0eecd37 sticky-menu elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0eecd37\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-9059cb2\" data-id=\"9059cb2\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-07c52d3 elementor-widget elementor-widget-heading\" data-id=\"07c52d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Czytasz:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c0e6df elementor-widget elementor-widget-text-editor\" data-id=\"6c0e6df\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tJourney Creation Agent w Customer Insights &#8211; praktyczne wsparcie AI dla marketera\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5de1cc6 elementor-widget elementor-widget-html\" data-id=\"5de1cc6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"progress-bar-content\"><div id=\"progress-bar\"><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-88dee77 elementor-align-start sidebar-anchor-menu elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"88dee77\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Czym jest Journey Creation Agent?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Wymagania wst\u0119pne<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Jak skonfigurowa\u0107 Journey Creation Agent?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Ile to b\u0119dzie kosztowa\u0107?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Nie zapomnij<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-a89212f\" data-id=\"a89212f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ca6bea5 elementor-widget elementor-widget-text-editor\" data-id=\"ca6bea5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Rozw\u00f3j agent\u00f3w AI w ekosystemie Microsoft realnie zmienia spos\u00f3b pracy handlowc\u00f3w, a teraz mo\u017ce tak\u017ce znacz\u0105co u\u0142atwi\u0107 codzienn\u0105 prac\u0119 marketer\u00f3w. Wraz z wersj\u0105 1.1.65002.153 pojawi\u0142 si\u0119 w <a href=\"https:\/\/atteli.com\/pl\/automatyzacja-marketingu-z-dynamics-365-customer-insights\/\">Dynamics 365 Customer Insights<\/a> <strong>Journey Creation Agent (agent tworzenia podr\u00f3\u017cy)<\/strong>, kt\u00f3ry wspiera projektowanie \u015bcie\u017cek klienta na etapie koncepcyjnym i operacyjnym. Agent w za\u0142o\u017ceniu nie zast\u0119puje marketera ani jego decyzji biznesowych, lecz znacz\u0105co przyspiesza przej\u015bcie od celu kampanii do gotowej struktury procesu pozyskania (journey).<\/p><p>Wraz z aktualizacj\u0105 wersji w ustawieniach Customer Insights pojawi\u0142 si\u0119 <strong>AI Hub<\/strong> &#8211; centralne miejsce zarz\u0105dzania agentami AI i funkcjami Copilot na poziomie \u015brodowiska. Us\u0142uga ta umo\u017cliwia administratorom konfigurowanie wymaga\u0144 wst\u0119pnych, w\u0142\u0105czanie lub wy\u0142\u0105czanie agent\u00f3w oraz ustawianie limit\u00f3w operacyjnych, takich jak limity przetwarzania i progi kontynuacji.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-53541cb elementor-widget elementor-widget-image\" data-id=\"53541cb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"485\" src=\"https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-11.58.57-1024x485.png\" class=\"attachment-large size-large wp-image-13617\" alt=\"\" srcset=\"https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-11.58.57-1024x485.png 1024w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-11.58.57-300x142.png 300w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-11.58.57-768x364.png 768w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-11.58.57-1536x728.png 1536w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-11.58.57-1000x474.png 1000w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-11.58.57-230x109.png 230w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-11.58.57-350x166.png 350w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-11.58.57-480x227.png 480w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-11.58.57.png 1828w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-110b997 elementor-widget elementor-widget-heading\" data-id=\"110b997\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Czym jest Journey Creation Agent?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b5551a elementor-widget elementor-widget-text-editor\" data-id=\"1b5551a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Journey Creation Agent przekszta\u0142ca zamiar u\u017cytkownika na w pe\u0142ni skonfigurowan\u0105 podr\u00f3\u017c klienta. Na podstawie opisanego celu (na przyk\u0142ad onboarding, cross-sell, follow-up lub promocja wydarzenia) agent generuje struktur\u0119 podr\u00f3\u017cy, w tym wyzwalacze, kroki komunikat\u00f3w i logik\u0119 przep\u0142ywu. Ogranicza to potrzeb\u0119 r\u0119cznej konfiguracji i umo\u017cliwia u\u017cytkownikom tworzenie podr\u00f3\u017cy bez konieczno\u015bci szczeg\u00f3\u0142owej wiedzy na temat projektowania podr\u00f3\u017cy lub konfiguracji technicznej.<\/p><p>Zamiast budowa\u0107 \u015bcie\u017ck\u0119 od zera, marketer otrzymuje propozycj\u0119 logicznej struktury journey, kt\u00f3r\u0105 mo\u017ce dalej edytowa\u0107, doprecyzowa\u0107 i dostosowa\u0107 do reali\u00f3w organizacji.<\/p><p>W praktyce Journey Creation Agent jest szczeg\u00f3lnie u\u017cyteczny w trzech obszarach:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-26349d7 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"26349d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Szybsze projektowanie kampanii \u2013 agent skraca czas potrzebny na przygotowanie pierwszej wersji journey.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Lepsze wykorzystanie danych \u2013 propozycje bazuj\u0105 na danych dost\u0119pnych w CRM, Customer Insights, segmentach i zdarzeniach.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Iteracyjna praca koncepcyjna \u2013 marketer mo\u017ce wchodzi\u0107 w dialog z agentem, modyfikuj\u0105c za\u0142o\u017cenia bez przebudowywania ca\u0142ej \u015bcie\u017cki.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d84cf6 elementor-widget elementor-widget-text-editor\" data-id=\"5d84cf6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tKluczowe jest to, \u017ce agent nie publikuje ani nie uruchamia journey samodzielnie \u2013 pe\u0142na kontrola pozostaje po stronie u\u017cytkownika.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c48562f elementor-widget elementor-widget-heading\" data-id=\"c48562f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Wymagania wst\u0119pne<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9771f51 elementor-widget elementor-widget-text-editor\" data-id=\"9771f51\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tAby korzysta\u0107 z Journey Creation Agent, \u015brodowisko musi spe\u0142nia\u0107 nast\u0119puj\u0105ce warunki: \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ca4ec9b elementor-widget elementor-widget-image\" data-id=\"ca4ec9b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"281\" src=\"https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-11.44.53-1024x281.png\" class=\"attachment-large size-large wp-image-13619\" alt=\"\" srcset=\"https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-11.44.53-1024x281.png 1024w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-11.44.53-300x82.png 300w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-11.44.53-768x211.png 768w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-11.44.53-1536x422.png 1536w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-11.44.53-2048x563.png 2048w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-11.44.53-1000x275.png 1000w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-11.44.53-230x63.png 230w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-11.44.53-350x96.png 350w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-11.44.53-480x132.png 480w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-879b718 elementor-widget elementor-widget-text-editor\" data-id=\"879b718\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>1. Zainstalowana co najmniej wersja 1.1.65002.153 Customer Insights \u2013 Journeys, dost\u0119pne dane klient\u00f3w w Microsoft Dataverse<\/p><p>2. Ustawiona odpowiednia pojemno\u015b\u0107 dla Copilot Studio na operacje agent\u00f3w AI (dost\u0119pne dwa modele rozlicze\u0144: pre-paid lub PAYG)<\/p><p>3. W\u0142\u0105czone funkcje AI\/Copilot zgodnie z polityk\u0105 organizacji i konfiguracj\u0105 tenanta Microsoft 365 .<\/p><p>4. Przenoszenie danych mi\u0119dzy regionami &#8211; Agenci sztucznej inteligencji w Dynamics 365 Customer Insights &#8211; Journeys u\u017cywaj\u0105 tej samej infrastruktury przetwarzania danych i magazynowania co inne funkcje Copilot w us\u0142udze Power Platform. To zachowanie oznacza, \u017ce dane u\u017cywane przez agent\u00f3w mog\u0105 by\u0107 przetwarzane i przechowywane w regionach spoza regionu podstawowego u\u017cytkownika, w zale\u017cno\u015bci od dost\u0119pno\u015bci us\u0142ug i infrastruktury.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32293a4 elementor-widget elementor-widget-image\" data-id=\"32293a4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"644\" height=\"652\" src=\"https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-11.49.07.png\" class=\"attachment-large size-large wp-image-13621\" alt=\"\" srcset=\"https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-11.49.07.png 644w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-11.49.07-296x300.png 296w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-11.49.07-230x233.png 230w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-11.49.07-350x354.png 350w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-11.49.07-480x486.png 480w\" sizes=\"(max-width: 644px) 100vw, 644px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-411aa04 elementor-widget elementor-widget-text-editor\" data-id=\"411aa04\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t5. W\u0142\u0105czone Prompty AI w ustawieniach \u015brodowiska (po polsku Monity AI) \n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4193663 elementor-widget elementor-widget-image\" data-id=\"4193663\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"698\" height=\"186\" src=\"https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-12.08.27.png\" class=\"attachment-large size-large wp-image-13623\" alt=\"\" srcset=\"https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-12.08.27.png 698w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-12.08.27-300x80.png 300w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-12.08.27-230x61.png 230w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-12.08.27-350x93.png 350w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Zrzut-ekranu-2026-06-10-o-12.08.27-480x128.png 480w\" sizes=\"(max-width: 698px) 100vw, 698px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0160e77 elementor-widget elementor-widget-heading\" data-id=\"0160e77\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Jak skonfigurowa\u0107 Journey Creation Agent?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-259261e elementor-widget elementor-widget-text-editor\" data-id=\"259261e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>W AI Hub wystarczy doda\u0107 agenta z listy (na ten moment jest tylko jeden ;)) oraz (je\u015bli nie jest w\u0142\u0105czona) nale\u017cy w\u0142\u0105czy\u0107 integracj\u0119 z Anthropic (szczeg\u00f3\u0142y: <a href=\"https:\/\/learn.microsoft.com\/pl-pl\/power-platform\/admin\/allow-llm-generative-responses\">https:\/\/learn.microsoft.com\/pl-pl\/power-platform\/admin\/allow-llm-generative-responses<\/a>). Nast\u0119pnie nale\u017cy go aktywowa\u0107 za pomoc\u0105 opcji W\u0142\u0105cz.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-89c8995 elementor-widget elementor-widget-heading\" data-id=\"89c8995\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Wykorzystanie tokent\u00f3w - ile to b\u0119dzie kosztowa\u0107?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-624104d elementor-widget elementor-widget-text-editor\" data-id=\"624104d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Microsoft nie publikuje dok\u0142adnych danych dotycz\u0105cych zu\u017cycia token\u00f3w przez Journey Creation Agent. W praktyce mo\u017cna jednak przyj\u0105\u0107, \u017ce:<\/p><ol><li>zu\u017cycie zale\u017cy od d\u0142ugo\u015bci i z\u0142o\u017cono\u015bci prompt\u00f3w,<\/li><li>najwi\u0119ksze wykorzystanie token\u00f3w wyst\u0119puje podczas generowania pierwszej wersji journey oraz wi\u0119kszych iteracji,<\/li><li>agent najlepiej sprawdza si\u0119 jako narz\u0119dzie do przyspieszania pracy koncepcyjnej, a nie do w pe\u0142ni automatycznego projektowania logiki produkcyjnej.<\/li><\/ol><p>Aby kontrolowa\u0107 u\u017cycie agenta, nale\u017cy skonfigurowa\u0107 limity u\u017cycia prompt\u00f3w dla Copilot Studio:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-38c2c09 elementor-widget elementor-widget-image\" data-id=\"38c2c09\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"760\" height=\"464\" src=\"https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/overage-management.png\" class=\"attachment-large size-large wp-image-13628\" alt=\"\" srcset=\"https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/overage-management.png 760w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/overage-management-300x183.png 300w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/overage-management-230x140.png 230w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/overage-management-350x214.png 350w, https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/overage-management-480x293.png 480w\" sizes=\"(max-width: 760px) 100vw, 760px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-34b9c71 elementor-widget elementor-widget-text-editor\" data-id=\"34b9c71\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Wi\u0119cej informacji: <a href=\"https:\/\/learn.microsoft.com\/pl-pl\/power-platform\/admin\/manage-copilot-studio-messages-capacity\">https:\/\/learn.microsoft.com\/pl-pl\/power-platform\/admin\/manage-copilot-studio-messages-capacity<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f898d5 elementor-widget elementor-widget-heading\" data-id=\"8f898d5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Nie zapomnij!<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-326cbd3 elementor-widget elementor-widget-text-editor\" data-id=\"326cbd3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Wersja preview agenta \u2013 funkcjonalno\u015b\u0107 mo\u017ce ulega\u0107 zmianom i nie powinna by\u0107 traktowana jako krytyczny element proces\u00f3w marketingowych. Pozwala jednak zapozna\u0107 si\u0119 z mo\u017cliwo\u015bciami agenta przed wprowadzeniem wersji GA<\/p><p>Tylko j\u0119zyk angielski \u2013 na ten moment agent dzia\u0142a wy\u0142\u0105cznie w j\u0119zyku angielskim (zar\u00f3wno prompty, jak i generowane propozycje).<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-68635d3 elementor-widget elementor-widget-shortcode\" data-id=\"68635d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><span class=\"tag_list\"><\/span> <\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-f18caf8 social-icons\" data-id=\"f18caf8\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-021c1d2 social-icons elementor-widget elementor-widget-shortcode\" data-id=\"021c1d2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6283e9e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6283e9e\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-182c03d\" data-id=\"182c03d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-06a8e0f elementor-widget elementor-widget-heading\" data-id=\"06a8e0f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Zobacz ostatnie wpisy<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a430e8 blog-posts elementor-widget elementor-widget-shortcode\" data-id=\"5a430e8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><a class=\"latest-post-item-link\" href=\"https:\/\/atteli.com\/pl\/migracja-miedzy-tenantami-przy-konsolidacji-firm-i-marek-warto-czy-nie\/\"><div class=\"latest-post-thumb\" style=\"background:url(https:\/\/atteli.com\/wp-content\/uploads\/2026\/07\/SaaS-czy-ekosystem_-Ukryte-koszty-rozproszonych-narzedzi-w-firmie.png); height: 234px; background-size: cover; border-radius: 5px; background-position: center;\">&nbsp;<\/div><div class=\"latest-post-item\"><div class=\"latest-post-title\"><h2>Migracja mi\u0119dzy tenantami przy konsolidacji firm i marek &#8211; warto czy nie?<\/h2><\/div><div class=\"latest-post-read-more\">Czytaj wi\u0119cej<\/div><\/div><\/a><a class=\"latest-post-item-link\" href=\"https:\/\/atteli.com\/pl\/dlaczego-wiekszosc-firm-zaczyna-transformacje-cyfrowa-od-konca\/\"><div class=\"latest-post-thumb\" style=\"background:url(https:\/\/atteli.com\/wp-content\/uploads\/2026\/07\/SaaS-czy-ekosystem_-Ukryte-koszty-rozproszonych-narzedzi-w-firmie.png); height: 234px; background-size: cover; border-radius: 5px; background-position: center;\">&nbsp;<\/div><div class=\"latest-post-item\"><div class=\"latest-post-title\"><h2>Dlaczego wi\u0119kszo\u015b\u0107 firm zaczyna transformacj\u0119 cyfrow\u0105 od ko\u0144ca<\/h2><\/div><div class=\"latest-post-read-more\">Czytaj wi\u0119cej<\/div><\/div><\/a><a class=\"latest-post-item-link\" href=\"https:\/\/atteli.com\/pl\/rozliczanie-pracy-project-managera-w-projektach-it\/\"><div class=\"latest-post-thumb\" style=\"background:url(https:\/\/atteli.com\/wp-content\/uploads\/2026\/07\/SaaS-czy-ekosystem_-Ukryte-koszty-rozproszonych-narzedzi-w-firmie.png); height: 234px; background-size: cover; border-radius: 5px; background-position: center;\">&nbsp;<\/div><div class=\"latest-post-item\"><div class=\"latest-post-title\"><h2>Rozliczanie pracy project managera w projektach IT<\/h2><\/div><div class=\"latest-post-read-more\">Czytaj wi\u0119cej<\/div><\/div><\/a><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Journey Creation Agent w Customer Insights &#8211; nowy agent AI od Microsoft, kt\u00f3ry automatycznie projektuje podr\u00f3\u017ce klienta. Sprawd\u017a wymagania, konfiguracj\u0119 i koszty.<\/p>\n","protected":false},"author":11,"featured_media":13633,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-13613","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bez-kategorii"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Journey Creation Agent w Customer Insights \u2013 praktyczne wsparcie AI dla marketera? - Atteli<\/title>\n<meta name=\"description\" content=\"Sprawd\u017a, jak dzia\u0142a sztuczna inteligencja w ekosystemie Microsoft - od Copilot\u00f3w i agent\u00f3w AI po dane, kt\u00f3re stoj\u0105 za ich dzia\u0142aniem.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/atteli.com\/pl\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Journey Creation Agent w Customer Insights \u2013 praktyczne wsparcie AI dla marketera? - Atteli\" \/>\n<meta property=\"og:description\" content=\"Sprawd\u017a, jak dzia\u0142a sztuczna inteligencja w ekosystemie Microsoft - od Copilot\u00f3w i agent\u00f3w AI po dane, kt\u00f3re stoj\u0105 za ich dzia\u0142aniem.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atteli.com\/pl\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\/\" \/>\n<meta property=\"og:site_name\" content=\"Atteli\" \/>\n<meta property=\"article:published_time\" content=\"2026-06-12T13:25:12+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-06-16T09:47:31+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Copiloty-agenci-AI-i-dane-jak-dziala-sztuczna-inteligencja-w-ekosystemie-Microsoft_.png\" \/>\n\t<meta property=\"og:image:width\" content=\"342\" \/>\n\t<meta property=\"og:image:height\" content=\"475\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Agnieszka Tomczyszyn\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Napisane przez\" \/>\n\t<meta name=\"twitter:data1\" content=\"Agnieszka Tomczyszyn\" \/>\n\t<meta name=\"twitter:label2\" content=\"Szacowany czas czytania\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minut\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\\\/\"},\"author\":{\"name\":\"Agnieszka Tomczyszyn\",\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/#\\\/schema\\\/person\\\/d1828eb553d8349330bf5b85c139b8f8\"},\"headline\":\"Journey Creation Agent w Customer Insights \u2013 praktyczne wsparcie AI dla marketera?\",\"datePublished\":\"2026-06-12T13:25:12+00:00\",\"dateModified\":\"2026-06-16T09:47:31+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\\\/\"},\"wordCount\":760,\"image\":{\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/atteli.com\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/Copiloty-agenci-AI-i-dane-jak-dziala-sztuczna-inteligencja-w-ekosystemie-Microsoft_.png\",\"inLanguage\":\"pl-PL\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\\\/\",\"url\":\"https:\\\/\\\/atteli.com\\\/pl\\\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\\\/\",\"name\":\"Journey Creation Agent w Customer Insights \u2013 praktyczne wsparcie AI dla marketera? - Atteli\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/atteli.com\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/Copiloty-agenci-AI-i-dane-jak-dziala-sztuczna-inteligencja-w-ekosystemie-Microsoft_.png\",\"datePublished\":\"2026-06-12T13:25:12+00:00\",\"dateModified\":\"2026-06-16T09:47:31+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/#\\\/schema\\\/person\\\/d1828eb553d8349330bf5b85c139b8f8\"},\"description\":\"Sprawd\u017a, jak dzia\u0142a sztuczna inteligencja w ekosystemie Microsoft - od Copilot\u00f3w i agent\u00f3w AI po dane, kt\u00f3re stoj\u0105 za ich dzia\u0142aniem.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\\\/#breadcrumb\"},\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/atteli.com\\\/pl\\\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"pl-PL\",\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\\\/#primaryimage\",\"url\":\"https:\\\/\\\/atteli.com\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/Copiloty-agenci-AI-i-dane-jak-dziala-sztuczna-inteligencja-w-ekosystemie-Microsoft_.png\",\"contentUrl\":\"https:\\\/\\\/atteli.com\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/Copiloty-agenci-AI-i-dane-jak-dziala-sztuczna-inteligencja-w-ekosystemie-Microsoft_.png\",\"width\":342,\"height\":475},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/atteli.com\\\/pl\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Journey Creation Agent w Customer Insights \u2013 praktyczne wsparcie AI dla marketera?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/#website\",\"url\":\"https:\\\/\\\/atteli.com\\\/pl\\\/\",\"name\":\"Atteli\",\"description\":\"\u2013 We create low-code, no-code applications on the Power Platform and implement Dynamics 365 CE. We are your Microsoft Partner.\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/atteli.com\\\/pl\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"pl-PL\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/#\\\/schema\\\/person\\\/d1828eb553d8349330bf5b85c139b8f8\",\"name\":\"Agnieszka Tomczyszyn\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pl-PL\",\"@id\":\"https:\\\/\\\/atteli.com\\\/wp-content\\\/uploads\\\/2024\\\/06\\\/agnieszka_tymoszczyn-150x150.jpeg\",\"url\":\"https:\\\/\\\/atteli.com\\\/wp-content\\\/uploads\\\/2024\\\/06\\\/agnieszka_tymoszczyn-150x150.jpeg\",\"contentUrl\":\"https:\\\/\\\/atteli.com\\\/wp-content\\\/uploads\\\/2024\\\/06\\\/agnieszka_tymoszczyn-150x150.jpeg\",\"caption\":\"Agnieszka Tomczyszyn\"},\"url\":\"https:\\\/\\\/atteli.com\\\/pl\\\/author\\\/agnieszka-tomczyszyn\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Journey Creation Agent w Customer Insights \u2013 praktyczne wsparcie AI dla marketera? - Atteli","description":"Sprawd\u017a, jak dzia\u0142a sztuczna inteligencja w ekosystemie Microsoft - od Copilot\u00f3w i agent\u00f3w AI po dane, kt\u00f3re stoj\u0105 za ich dzia\u0142aniem.","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:\/\/atteli.com\/pl\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\/","og_locale":"pl_PL","og_type":"article","og_title":"Journey Creation Agent w Customer Insights \u2013 praktyczne wsparcie AI dla marketera? - Atteli","og_description":"Sprawd\u017a, jak dzia\u0142a sztuczna inteligencja w ekosystemie Microsoft - od Copilot\u00f3w i agent\u00f3w AI po dane, kt\u00f3re stoj\u0105 za ich dzia\u0142aniem.","og_url":"https:\/\/atteli.com\/pl\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\/","og_site_name":"Atteli","article_published_time":"2026-06-12T13:25:12+00:00","article_modified_time":"2026-06-16T09:47:31+00:00","og_image":[{"width":342,"height":475,"url":"https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Copiloty-agenci-AI-i-dane-jak-dziala-sztuczna-inteligencja-w-ekosystemie-Microsoft_.png","type":"image\/png"}],"author":"Agnieszka Tomczyszyn","twitter_card":"summary_large_image","twitter_misc":{"Napisane przez":"Agnieszka Tomczyszyn","Szacowany czas czytania":"5 minut"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/atteli.com\/pl\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\/#article","isPartOf":{"@id":"https:\/\/atteli.com\/pl\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\/"},"author":{"name":"Agnieszka Tomczyszyn","@id":"https:\/\/atteli.com\/pl\/#\/schema\/person\/d1828eb553d8349330bf5b85c139b8f8"},"headline":"Journey Creation Agent w Customer Insights \u2013 praktyczne wsparcie AI dla marketera?","datePublished":"2026-06-12T13:25:12+00:00","dateModified":"2026-06-16T09:47:31+00:00","mainEntityOfPage":{"@id":"https:\/\/atteli.com\/pl\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\/"},"wordCount":760,"image":{"@id":"https:\/\/atteli.com\/pl\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\/#primaryimage"},"thumbnailUrl":"https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Copiloty-agenci-AI-i-dane-jak-dziala-sztuczna-inteligencja-w-ekosystemie-Microsoft_.png","inLanguage":"pl-PL"},{"@type":"WebPage","@id":"https:\/\/atteli.com\/pl\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\/","url":"https:\/\/atteli.com\/pl\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\/","name":"Journey Creation Agent w Customer Insights \u2013 praktyczne wsparcie AI dla marketera? - Atteli","isPartOf":{"@id":"https:\/\/atteli.com\/pl\/#website"},"primaryImageOfPage":{"@id":"https:\/\/atteli.com\/pl\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\/#primaryimage"},"image":{"@id":"https:\/\/atteli.com\/pl\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\/#primaryimage"},"thumbnailUrl":"https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Copiloty-agenci-AI-i-dane-jak-dziala-sztuczna-inteligencja-w-ekosystemie-Microsoft_.png","datePublished":"2026-06-12T13:25:12+00:00","dateModified":"2026-06-16T09:47:31+00:00","author":{"@id":"https:\/\/atteli.com\/pl\/#\/schema\/person\/d1828eb553d8349330bf5b85c139b8f8"},"description":"Sprawd\u017a, jak dzia\u0142a sztuczna inteligencja w ekosystemie Microsoft - od Copilot\u00f3w i agent\u00f3w AI po dane, kt\u00f3re stoj\u0105 za ich dzia\u0142aniem.","breadcrumb":{"@id":"https:\/\/atteli.com\/pl\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\/#breadcrumb"},"inLanguage":"pl-PL","potentialAction":[{"@type":"ReadAction","target":["https:\/\/atteli.com\/pl\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\/"]}]},{"@type":"ImageObject","inLanguage":"pl-PL","@id":"https:\/\/atteli.com\/pl\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\/#primaryimage","url":"https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Copiloty-agenci-AI-i-dane-jak-dziala-sztuczna-inteligencja-w-ekosystemie-Microsoft_.png","contentUrl":"https:\/\/atteli.com\/wp-content\/uploads\/2026\/06\/Copiloty-agenci-AI-i-dane-jak-dziala-sztuczna-inteligencja-w-ekosystemie-Microsoft_.png","width":342,"height":475},{"@type":"BreadcrumbList","@id":"https:\/\/atteli.com\/pl\/journey-creation-agent-w-customer-insights-praktyczne-wsparcie-ai-dla-marketera\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/atteli.com\/pl\/"},{"@type":"ListItem","position":2,"name":"Journey Creation Agent w Customer Insights \u2013 praktyczne wsparcie AI dla marketera?"}]},{"@type":"WebSite","@id":"https:\/\/atteli.com\/pl\/#website","url":"https:\/\/atteli.com\/pl\/","name":"Atteli","description":"\u2013 We create low-code, no-code applications on the Power Platform and implement Dynamics 365 CE. We are your Microsoft Partner.","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/atteli.com\/pl\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"pl-PL"},{"@type":"Person","@id":"https:\/\/atteli.com\/pl\/#\/schema\/person\/d1828eb553d8349330bf5b85c139b8f8","name":"Agnieszka Tomczyszyn","image":{"@type":"ImageObject","inLanguage":"pl-PL","@id":"https:\/\/atteli.com\/wp-content\/uploads\/2024\/06\/agnieszka_tymoszczyn-150x150.jpeg","url":"https:\/\/atteli.com\/wp-content\/uploads\/2024\/06\/agnieszka_tymoszczyn-150x150.jpeg","contentUrl":"https:\/\/atteli.com\/wp-content\/uploads\/2024\/06\/agnieszka_tymoszczyn-150x150.jpeg","caption":"Agnieszka Tomczyszyn"},"url":"https:\/\/atteli.com\/pl\/author\/agnieszka-tomczyszyn\/"}]}},"_links":{"self":[{"href":"https:\/\/atteli.com\/pl\/wp-json\/wp\/v2\/posts\/13613","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/atteli.com\/pl\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/atteli.com\/pl\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/atteli.com\/pl\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"https:\/\/atteli.com\/pl\/wp-json\/wp\/v2\/comments?post=13613"}],"version-history":[{"count":13,"href":"https:\/\/atteli.com\/pl\/wp-json\/wp\/v2\/posts\/13613\/revisions"}],"predecessor-version":[{"id":13641,"href":"https:\/\/atteli.com\/pl\/wp-json\/wp\/v2\/posts\/13613\/revisions\/13641"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/atteli.com\/pl\/wp-json\/wp\/v2\/media\/13633"}],"wp:attachment":[{"href":"https:\/\/atteli.com\/pl\/wp-json\/wp\/v2\/media?parent=13613"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/atteli.com\/pl\/wp-json\/wp\/v2\/categories?post=13613"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/atteli.com\/pl\/wp-json\/wp\/v2\/tags?post=13613"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}