{"id":11869,"date":"2025-09-08T13:27:08","date_gmt":"2025-09-08T11:27:08","guid":{"rendered":"https:\/\/29forward.com\/?p=11869"},"modified":"2025-09-22T13:51:16","modified_gmt":"2025-09-22T11:51:16","slug":"how-to-embed-ai-into-business-strategy-2","status":"publish","type":"post","link":"https:\/\/29forward.com\/pl\/artykul-specjalistyczny\/how-to-embed-ai-into-business-strategy-2","title":{"rendered":"Scalable data provision: From SAP legacy to modern system architecture"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"11869\" class=\"elementor elementor-11869 elementor-11867\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7e53f83 e-con-full e-flex e-con e-parent\" data-id=\"7e53f83\" data-element_type=\"container\" data-e-type=\"container\" id=\"top\">\n\t\t\t\t<div class=\"elementor-element elementor-element-30adbfb elementor-widget elementor-widget-image\" data-id=\"30adbfb\" 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=\"800\" height=\"1\" src=\"https:\/\/29forward.com\/wp-content\/uploads\/2023\/11\/line-grey.svg\" class=\"attachment-large size-large wp-image-7210\" alt=\"Graue Linie\" \/>\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-a942925 elementor-align-right elementor-widget elementor-widget-breadcrumbs\" data-id=\"a942925\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"breadcrumbs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p id=\"breadcrumbs\"><span><span><a href=\"https:\/\/29forward.com\/pl\/startseite\">Home<\/a><\/span><\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9b46aaf e-con-full e-flex e-con e-parent\" data-id=\"9b46aaf\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fe067c0 elementor-widget elementor-widget-text-editor\" data-id=\"fe067c0\" 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>specialist article<\/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-6e1ebf9 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"6e1ebf9\" 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\tScalable data provision: From SAP legacy to modern system architecture\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-4de3419 elementor-widget__width-inherit elementor-widget elementor-widget-image\" data-id=\"4de3419\" 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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"612\" height=\"344\" src=\"https:\/\/29forward.com\/wp-content\/uploads\/2025\/09\/istockphoto-1459220275-612x612-1.webp\" class=\"attachment-1536x1536 size-1536x1536 wp-image-11875\" alt=\"\" srcset=\"https:\/\/29forward.com\/wp-content\/uploads\/2025\/09\/istockphoto-1459220275-612x612-1.webp 612w, https:\/\/29forward.com\/wp-content\/uploads\/2025\/09\/istockphoto-1459220275-612x612-1-300x169.webp 300w\" sizes=\"(max-width: 612px) 100vw, 612px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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-d079a12 button elementor-align-left elementor-widget elementor-widget-button\" data-id=\"d079a12\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/29forward.com\/pl\/artykul-specjalistyczny\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">All articles<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\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-7cedd08 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"7cedd08\" 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<div class=\"elementor-element elementor-element-c8112a8 e-flex e-con-boxed e-con e-parent\" data-id=\"c8112a8\" data-element_type=\"container\" data-settings=\"{\"content_width\":\"boxed\"}\" data-core-v316-plus=\"true\"><div class=\"e-con-inner\"><div class=\"elementor-element elementor-element-a91f352 elementor-widget elementor-widget-text-editor\" data-id=\"a91f352\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"><div class=\"elementor-widget-container\"><h1 data-start=\"318\" data-end=\"403\"><strong data-start=\"321\" data-end=\"403\">Scalable data provision: From SAP legacy to modern system architecture<\/strong><\/h1><p data-start=\"405\" data-end=\"499\"><strong data-start=\"405\" data-end=\"499\"><strong>Data moves more than vehicles \u2013 a look behind the scenes of a special <a href=\"https:\/\/29forward.com\/pl\/zarzadzanie-projektami\">project<\/a><\/strong><\/strong><\/p><p data-start=\"494\" data-end=\"854\">What happens when a leading car manufacturer has to migrate a central <strong data-start=\"605\" data-end=\"628\">data provision<\/strong> application to a new technical foundation in the middle of ongoing operations? That was precisely the task we faced: we had to migrate a critical legacy SAP application to a modern system architecture\u2014without interrupting day-to-day business. <\/p><p data-start=\"856\" data-end=\"1101\"><strong data-start=\"856\" data-end=\"872\">At the same time<\/strong>, our goal was to fully integrate a second application. <strong data-start=\"944\" data-end=\"955\">This resulted<\/strong> in a highly complex project with many unknown variables. <strong data-start=\"1033\" data-end=\"1045\">Nevertheless<\/strong>, we worked together to develop a sustainable solution.<\/p><h4 data-start=\"1103\" data-end=\"1148\">A project with many moving parts<\/h4><p data-start=\"1150\" data-end=\"1488\">We worked intensively on this project <strong data-start=\"1150\" data-end=\"1171\">from 2022 to 2025.<\/strong> <strong data-start=\"1221\" data-end=\"1230\">We had<\/strong> to be flexible and react quickly, as the framework conditions changed regularly. <strong data-start=\"1276\" data-end=\"1284\">Not only <\/strong>did resources and teams change, but also service providers. <strong data-start=\"1411\" data-end=\"1420\">In addition<\/strong>, there were several transitions between nearshore and offshore setups. <\/p><p data-start=\"1490\" data-end=\"1787\"><strong data-start=\"1490\" data-end=\"1532\">We overcame these challenges by establishing<\/strong> a clear setup and relying on agile methods. <strong data-start=\"1605\" data-end=\"1632\">It was particularly helpful<\/strong> that we were able to draw directly on expertise from the previous project\u2014the original application had only gone live a year earlier.<\/p><h4 data-start=\"1789\" data-end=\"1821\">Structure meets flexibility<\/h4><p data-start=\"1823\" data-end=\"2226\"><strong data-start=\"1823\" data-end=\"1894\">We combined a classic project setup with agile implementation.<\/strong> The product owner also took on the role of technical sub-project manager, which significantly shortened decision-making processes. <strong data-start=\"2015\" data-end=\"2054\">A small, well-coordinated core team<\/strong> ensured that the project remained efficient even under pressure. <strong data-start=\"2120\" data-end=\"2156\">This enabled us to react quickly<\/strong> when new requirements or technical challenges arose.<\/p><h4 data-start=\"2228\" data-end=\"2259\">Architecture with perspective<\/h4><p id=\"ember1551\" class=\"ember-view reader-text-block__paragraph\">A particular highlight: the architecture was designed in such a way that additional systems such as a <a href=\"https:\/\/29forward.com\/pl\/architektura-danych\">DWH <\/a>and eDAL could be seamlessly integrated, a clear step towards scalability and future-proofing.<\/p><div class=\"reader-image-block reader-image-block--resize\"><figure class=\"reader-image-block__figure\"><div class=\"ivm-image-view-model reader-image-block__img-container\"><div class=\"ivm-view-attr__img-wrapper \"><img decoding=\"async\" id=\"ember1552\" class=\"ivm-view-attr__img--centered reader-image-block__img evi-image lazy-image ember-view\" src=\"https:\/\/media.licdn.com\/dms\/image\/v2\/D4E12AQHsDVvF4QHBbA\/article-inline_image-shrink_1000_1488\/B4EZko8HzmKgAQ-\/0\/1757328474171?e=1759968000&amp;v=beta&amp;t=6YddnmWqxA70hdcSle0SRMIIJGt02x5u6uMUv_ukDlA\" alt=\"Article contents\"><\/div><\/div><figcaption class=\"reader-image-block__figure-image-caption display-block full-width text-body-small-open t-sans text-align-center t-black--light\"><\/figcaption><\/figure><\/div><h4 data-start=\"2593\" data-end=\"2630\">The results speak for themselves:<\/h4><ul data-start=\"2632\" data-end=\"2797\"><li data-start=\"2632\" data-end=\"2661\"><p data-start=\"2634\" data-end=\"2661\">489 integrated data fields<\/p><\/li><li data-start=\"2662\" data-end=\"2723\"><p data-start=\"2664\" data-end=\"2723\">A significantly simplified, maintenance-friendly architecture<\/p><\/li><li data-start=\"2724\" data-end=\"2797\"><p data-start=\"2726\" data-end=\"2797\">Technical basis for connecting international individual transaction data<\/p><\/li><\/ul><h4 data-start=\"2799\" data-end=\"2814\">Our conclusion<\/h4><p data-start=\"2816\" data-end=\"3049\"><strong data-start=\"2816\" data-end=\"2860\">Complex projects can be mastered<\/strong>\u2014with commitment, clear communication, and an agile mindset. <strong data-start=\"2924\" data-end=\"2979\">Even when conditions are challenging, transparency<\/strong> and a strong team enable sustainable results.<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-aa8edc0 e-con-full e-flex e-con e-parent\" data-id=\"aa8edc0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2f7001e elementor-widget elementor-widget-template\" data-id=\"2f7001e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"template.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-template\">\n\t\t\t\t\t<div data-elementor-type=\"container\" data-elementor-id=\"8891\" class=\"elementor elementor-8891 elementor-1319 elementor-1319\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7f038b14 e-flex e-con-boxed e-con e-parent\" data-id=\"7f038b14\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-41d027ff e-con-full e-flex e-con e-child\" data-id=\"41d027ff\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-e72c174 e-con-full e-flex e-con e-child\" data-id=\"e72c174\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-06bc94d elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"06bc94d\" 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<h5>Masz pytania, chcia\u0142by\u015b om\u00f3wi\u0107 z nami sw\u00f3j projekt lub szukasz wsparcia technicznego? Z niecierpliwo\u015bci\u0105 czekamy na rozmow\u0119.<\/h5>\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-4a5322f5 elementor-widget elementor-widget-text-editor\" data-id=\"4a5322f5\" 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<h2>Um\u00f3w si\u0119 na spotkanie ju\u017c teraz<\/h2>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-715ef2d0 e-con-full e-flex e-con e-child\" data-id=\"715ef2d0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-23b0d2d8 elementor-button-align-start button button--white elementor-widget elementor-widget-form\" data-id=\"23b0d2d8\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;button_width&quot;:&quot;50&quot;,&quot;step_next_label&quot;:&quot;Nast\\u0119pny&quot;,&quot;step_previous_label&quot;:&quot;Poprzedni&quot;,&quot;step_type&quot;:&quot;number_text&quot;,&quot;step_icon_shape&quot;:&quot;circle&quot;}\" data-widget_type=\"form.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<form class=\"elementor-form\" method=\"post\" name=\"Nowy formularz\" aria-label=\"Nowy formularz\">\n\t\t\t<input type=\"hidden\" name=\"post_id\" value=\"8891\"\/>\n\t\t\t<input type=\"hidden\" name=\"form_id\" value=\"23b0d2d8\"\/>\n\t\t\t<input type=\"hidden\" name=\"referer_title\" value=\"Zarz\u0105dzanie danymi \u2013 jetzt den Service von 29FORWARD nutzen\" \/>\n\n\t\t\t\t\t\t\t<input type=\"hidden\" name=\"queried_id\" value=\"8859\"\/>\n\t\t\t\n\t\t\t<div class=\"elementor-form-fields-wrapper elementor-labels-above\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-name elementor-col-50 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-name\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tNazwa (pole obowi\u0105zkowe)\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[name]\" id=\"form-field-name\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" placeholder=\"Imi\u0119 i nazwisko\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-email elementor-field-group elementor-column elementor-field-group-email elementor-col-50 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-email\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tE-mail (pole obowi\u0105zkowe)\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"email\" name=\"form_fields[email]\" id=\"form-field-email\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" placeholder=\"nazwa@xyz.xyz\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-tel elementor-field-group elementor-column elementor-field-group-number elementor-col-50\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-number\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tTelefon (opcjonalnie)\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t<input size=\"1\" type=\"tel\" name=\"form_fields[number]\" id=\"form-field-number\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" placeholder=\"123456789\" pattern=\"[0-9()#&amp;+*-=.]+\" title=\"Akceptowane s\u0105 jedynie cyfry i znaki telefoniczne (#,-,*).\">\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-email elementor-field-group elementor-column elementor-field-group-field_df4c050 elementor-col-50 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_df4c050\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tPowt\u00f3rz e-mail (pole obowi\u0105zkowe)\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"email\" name=\"form_fields[field_df4c050]\" id=\"form-field-field_df4c050\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" placeholder=\"nazwa@xyz.xyz\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-textarea elementor-field-group elementor-column elementor-field-group-message elementor-col-100 elementor-sm-100 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-message\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tWiadomo\u015b\u0107 (pole obowi\u0105zkowe)\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t<textarea class=\"elementor-field-textual elementor-field  elementor-size-sm\" name=\"form_fields[message]\" id=\"form-field-message\" rows=\"3\" placeholder=\"Wpisz tutaj swoj\u0105 wiadomo\u015b\u0107.\" required=\"required\"><\/textarea>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text\">\n\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[field_d9acf9a]\" id=\"form-field-field_d9acf9a\" class=\"elementor-field elementor-size-sm \" style=\"display:none !important;\">\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-acceptance elementor-field-group elementor-column elementor-field-group-field_0acc2ac elementor-col-50 elementor-field-required\">\n\t\t\t\t\t\t\t<div class=\"elementor-field-subgroup\">\n\t\t\t<span class=\"elementor-field-option\">\n\t\t\t\t<input type=\"checkbox\" name=\"form_fields[field_0acc2ac]\" id=\"form-field-field_0acc2ac\" class=\"elementor-field elementor-size-sm  elementor-acceptance-field\" required=\"required\">\n\t\t\t\t<label for=\"form-field-field_0acc2ac\">Wyra\u017cam zgod\u0119 na przekazanie moich danych wymienionych tutaj firmie 29FORWARD. Wi\u0119cej informacji w sekcji: <a href=\"https:\/\/29forward.com\/pl\/ochrona-danych\"><u>Ochrona danych<\/u><\/a><\/label>\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-hidden elementor-field-group elementor-column elementor-field-group-field_3f1648f elementor-col-100\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"hidden\" name=\"form_fields[field_3f1648f]\" id=\"form-field-field_3f1648f\" class=\"elementor-field elementor-size-sm  elementor-field-textual\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-frcaptcha elementor-field-group elementor-column elementor-field-group-field_77d3d2c elementor-col-50\">\n\t\t\t\t\t<div class=\"frc-captcha \" data-sitekey=\"FCMU3TIQG9FG3O99\" data-lang=\"pl\" ><\/div>\n\t\t<noscript>You need to enable Javascript for the anti-spam check.<\/noscript><style>.frc-captcha {max-width: 100%; width:100%}<\/style><input type=\"frcaptcha text\" name=\"form_fields[field_77d3d2c]\" id=\"form-field-field_77d3d2c\" class=\"elementor-field elementor-size-sm \" style=\"display: none\">\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-group elementor-column elementor-field-type-submit elementor-col-50 e-form__buttons\">\n\t\t\t\t\t<button class=\"elementor-button elementor-size-xs\" type=\"submit\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Wy\u015blij<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/button>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/form>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-334bf1f0 e-con-full e-flex e-con e-child\" data-id=\"334bf1f0\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Data moves more than vehicles \u2013 a look behind the scenes of a special project<br \/>\nWhat happens when a critical data provision application at a major car manufacturer needs to be placed on a new technical foundation \u2013 and that in the middle of ongoing operations?<\/p>\n","protected":false},"author":6,"featured_media":11875,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[95],"tags":[],"class_list":["post-11869","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artykul-specjalistyczny"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Scalable data provision:<\/title>\n<meta name=\"description\" content=\"Scalable data provision: From SAP legacy to modern system architecture - 29FORWARD - Artificial Intelligence (AI) - automotive\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/29forward.com\/pl\/artykul-specjalistyczny\/how-to-embed-ai-into-business-strategy-2\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Scalable data provision:\" \/>\n<meta property=\"og:description\" content=\"Scalable data provision: From SAP legacy to modern system architecture - 29FORWARD - Artificial Intelligence (AI) - automotive\" \/>\n<meta property=\"og:url\" content=\"https:\/\/29forward.com\/pl\/artykul-specjalistyczny\/how-to-embed-ai-into-business-strategy-2\" \/>\n<meta property=\"og:site_name\" content=\"29FORWARD\" \/>\n<meta property=\"article:published_time\" content=\"2025-09-08T11:27:08+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-09-22T11:51:16+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/29forward.com\/wp-content\/uploads\/2025\/09\/istockphoto-1459220275-612x612-1.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"612\" \/>\n\t<meta property=\"og:image:height\" content=\"344\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"29Fadmin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Napisane przez\" \/>\n\t<meta name=\"twitter:data1\" content=\"29Fadmin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Szacowany czas czytania\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minuty\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/29forward.com\\\/pl\\\/artykul-specjalistyczny\\\/how-to-embed-ai-into-business-strategy-2#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/29forward.com\\\/pl\\\/artykul-specjalistyczny\\\/how-to-embed-ai-into-business-strategy-2\"},\"author\":{\"name\":\"29Fadmin\",\"@id\":\"https:\\\/\\\/29forward.com\\\/pl#\\\/schema\\\/person\\\/a8b4e7d0cd7028d7cd1dd048509ac3f9\"},\"headline\":\"Scalable data provision: From SAP legacy to modern system architecture\",\"datePublished\":\"2025-09-08T11:27:08+00:00\",\"dateModified\":\"2025-09-22T11:51:16+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/29forward.com\\\/pl\\\/artykul-specjalistyczny\\\/how-to-embed-ai-into-business-strategy-2\"},\"wordCount\":352,\"image\":{\"@id\":\"https:\\\/\\\/29forward.com\\\/pl\\\/artykul-specjalistyczny\\\/how-to-embed-ai-into-business-strategy-2#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/29forward.com\\\/wp-content\\\/uploads\\\/2025\\\/09\\\/istockphoto-1459220275-612x612-1.webp\",\"articleSection\":[\"Artyku\u0142 specjalistyczny\"],\"inLanguage\":\"pl-PL\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/29forward.com\\\/pl\\\/artykul-specjalistyczny\\\/how-to-embed-ai-into-business-strategy-2\",\"url\":\"https:\\\/\\\/29forward.com\\\/pl\\\/artykul-specjalistyczny\\\/how-to-embed-ai-into-business-strategy-2\",\"name\":\"Scalable data provision:\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/29forward.com\\\/pl#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/29forward.com\\\/pl\\\/artykul-specjalistyczny\\\/how-to-embed-ai-into-business-strategy-2#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/29forward.com\\\/pl\\\/artykul-specjalistyczny\\\/how-to-embed-ai-into-business-strategy-2#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/29forward.com\\\/wp-content\\\/uploads\\\/2025\\\/09\\\/istockphoto-1459220275-612x612-1.webp\",\"datePublished\":\"2025-09-08T11:27:08+00:00\",\"dateModified\":\"2025-09-22T11:51:16+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/29forward.com\\\/pl#\\\/schema\\\/person\\\/a8b4e7d0cd7028d7cd1dd048509ac3f9\"},\"description\":\"Scalable data provision: From SAP legacy to modern system architecture - 29FORWARD - Artificial Intelligence (AI) - automotive\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/29forward.com\\\/pl\\\/artykul-specjalistyczny\\\/how-to-embed-ai-into-business-strategy-2#breadcrumb\"},\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/29forward.com\\\/pl\\\/artykul-specjalistyczny\\\/how-to-embed-ai-into-business-strategy-2\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"pl-PL\",\"@id\":\"https:\\\/\\\/29forward.com\\\/pl\\\/artykul-specjalistyczny\\\/how-to-embed-ai-into-business-strategy-2#primaryimage\",\"url\":\"https:\\\/\\\/29forward.com\\\/wp-content\\\/uploads\\\/2025\\\/09\\\/istockphoto-1459220275-612x612-1.webp\",\"contentUrl\":\"https:\\\/\\\/29forward.com\\\/wp-content\\\/uploads\\\/2025\\\/09\\\/istockphoto-1459220275-612x612-1.webp\",\"width\":612,\"height\":344},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/29forward.com\\\/pl\\\/artykul-specjalistyczny\\\/how-to-embed-ai-into-business-strategy-2#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/29forward.com\\\/pl\\\/startseite\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Artyku\u0142 specjalistyczny\",\"item\":\"https:\\\/\\\/29forward.com\\\/pl\\\/artykul-specjalistyczny\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Scalable data provision: From SAP legacy to modern system architecture\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/29forward.com\\\/pl#website\",\"url\":\"https:\\\/\\\/29forward.com\\\/pl\",\"name\":\"29FORWARD\",\"description\":\"Analyse. Advice. Assist.\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/29forward.com\\\/pl?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"pl-PL\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/29forward.com\\\/pl#\\\/schema\\\/person\\\/a8b4e7d0cd7028d7cd1dd048509ac3f9\",\"name\":\"29Fadmin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pl-PL\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2f0349bcef08f8ceb0769279f7b27e1951532ce0e0fa4654d49ab696f1d661e3?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2f0349bcef08f8ceb0769279f7b27e1951532ce0e0fa4654d49ab696f1d661e3?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2f0349bcef08f8ceb0769279f7b27e1951532ce0e0fa4654d49ab696f1d661e3?s=96&d=mm&r=g\",\"caption\":\"29Fadmin\"},\"url\":\"https:\\\/\\\/29forward.com\\\/pl\\\/author\\\/29fadmin\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Scalable data provision:","description":"Scalable data provision: From SAP legacy to modern system architecture - 29FORWARD - Artificial Intelligence (AI) - automotive","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:\/\/29forward.com\/pl\/artykul-specjalistyczny\/how-to-embed-ai-into-business-strategy-2","og_locale":"pl_PL","og_type":"article","og_title":"Scalable data provision:","og_description":"Scalable data provision: From SAP legacy to modern system architecture - 29FORWARD - Artificial Intelligence (AI) - automotive","og_url":"https:\/\/29forward.com\/pl\/artykul-specjalistyczny\/how-to-embed-ai-into-business-strategy-2","og_site_name":"29FORWARD","article_published_time":"2025-09-08T11:27:08+00:00","article_modified_time":"2025-09-22T11:51:16+00:00","og_image":[{"width":612,"height":344,"url":"https:\/\/29forward.com\/wp-content\/uploads\/2025\/09\/istockphoto-1459220275-612x612-1.webp","type":"image\/webp"}],"author":"29Fadmin","twitter_card":"summary_large_image","twitter_misc":{"Napisane przez":"29Fadmin","Szacowany czas czytania":"3 minuty"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/29forward.com\/pl\/artykul-specjalistyczny\/how-to-embed-ai-into-business-strategy-2#article","isPartOf":{"@id":"https:\/\/29forward.com\/pl\/artykul-specjalistyczny\/how-to-embed-ai-into-business-strategy-2"},"author":{"name":"29Fadmin","@id":"https:\/\/29forward.com\/pl#\/schema\/person\/a8b4e7d0cd7028d7cd1dd048509ac3f9"},"headline":"Scalable data provision: From SAP legacy to modern system architecture","datePublished":"2025-09-08T11:27:08+00:00","dateModified":"2025-09-22T11:51:16+00:00","mainEntityOfPage":{"@id":"https:\/\/29forward.com\/pl\/artykul-specjalistyczny\/how-to-embed-ai-into-business-strategy-2"},"wordCount":352,"image":{"@id":"https:\/\/29forward.com\/pl\/artykul-specjalistyczny\/how-to-embed-ai-into-business-strategy-2#primaryimage"},"thumbnailUrl":"https:\/\/29forward.com\/wp-content\/uploads\/2025\/09\/istockphoto-1459220275-612x612-1.webp","articleSection":["Artyku\u0142 specjalistyczny"],"inLanguage":"pl-PL"},{"@type":"WebPage","@id":"https:\/\/29forward.com\/pl\/artykul-specjalistyczny\/how-to-embed-ai-into-business-strategy-2","url":"https:\/\/29forward.com\/pl\/artykul-specjalistyczny\/how-to-embed-ai-into-business-strategy-2","name":"Scalable data provision:","isPartOf":{"@id":"https:\/\/29forward.com\/pl#website"},"primaryImageOfPage":{"@id":"https:\/\/29forward.com\/pl\/artykul-specjalistyczny\/how-to-embed-ai-into-business-strategy-2#primaryimage"},"image":{"@id":"https:\/\/29forward.com\/pl\/artykul-specjalistyczny\/how-to-embed-ai-into-business-strategy-2#primaryimage"},"thumbnailUrl":"https:\/\/29forward.com\/wp-content\/uploads\/2025\/09\/istockphoto-1459220275-612x612-1.webp","datePublished":"2025-09-08T11:27:08+00:00","dateModified":"2025-09-22T11:51:16+00:00","author":{"@id":"https:\/\/29forward.com\/pl#\/schema\/person\/a8b4e7d0cd7028d7cd1dd048509ac3f9"},"description":"Scalable data provision: From SAP legacy to modern system architecture - 29FORWARD - Artificial Intelligence (AI) - automotive","breadcrumb":{"@id":"https:\/\/29forward.com\/pl\/artykul-specjalistyczny\/how-to-embed-ai-into-business-strategy-2#breadcrumb"},"inLanguage":"pl-PL","potentialAction":[{"@type":"ReadAction","target":["https:\/\/29forward.com\/pl\/artykul-specjalistyczny\/how-to-embed-ai-into-business-strategy-2"]}]},{"@type":"ImageObject","inLanguage":"pl-PL","@id":"https:\/\/29forward.com\/pl\/artykul-specjalistyczny\/how-to-embed-ai-into-business-strategy-2#primaryimage","url":"https:\/\/29forward.com\/wp-content\/uploads\/2025\/09\/istockphoto-1459220275-612x612-1.webp","contentUrl":"https:\/\/29forward.com\/wp-content\/uploads\/2025\/09\/istockphoto-1459220275-612x612-1.webp","width":612,"height":344},{"@type":"BreadcrumbList","@id":"https:\/\/29forward.com\/pl\/artykul-specjalistyczny\/how-to-embed-ai-into-business-strategy-2#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/29forward.com\/pl\/startseite"},{"@type":"ListItem","position":2,"name":"Artyku\u0142 specjalistyczny","item":"https:\/\/29forward.com\/pl\/artykul-specjalistyczny"},{"@type":"ListItem","position":3,"name":"Scalable data provision: From SAP legacy to modern system architecture"}]},{"@type":"WebSite","@id":"https:\/\/29forward.com\/pl#website","url":"https:\/\/29forward.com\/pl","name":"29FORWARD","description":"Analyse. Advice. Assist.","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/29forward.com\/pl?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"pl-PL"},{"@type":"Person","@id":"https:\/\/29forward.com\/pl#\/schema\/person\/a8b4e7d0cd7028d7cd1dd048509ac3f9","name":"29Fadmin","image":{"@type":"ImageObject","inLanguage":"pl-PL","@id":"https:\/\/secure.gravatar.com\/avatar\/2f0349bcef08f8ceb0769279f7b27e1951532ce0e0fa4654d49ab696f1d661e3?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/2f0349bcef08f8ceb0769279f7b27e1951532ce0e0fa4654d49ab696f1d661e3?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/2f0349bcef08f8ceb0769279f7b27e1951532ce0e0fa4654d49ab696f1d661e3?s=96&d=mm&r=g","caption":"29Fadmin"},"url":"https:\/\/29forward.com\/pl\/author\/29fadmin"}]}},"_links":{"self":[{"href":"https:\/\/29forward.com\/pl\/wp-json\/wp\/v2\/posts\/11869","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/29forward.com\/pl\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/29forward.com\/pl\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/29forward.com\/pl\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/29forward.com\/pl\/wp-json\/wp\/v2\/comments?post=11869"}],"version-history":[{"count":0,"href":"https:\/\/29forward.com\/pl\/wp-json\/wp\/v2\/posts\/11869\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/29forward.com\/pl\/wp-json\/wp\/v2\/media\/11875"}],"wp:attachment":[{"href":"https:\/\/29forward.com\/pl\/wp-json\/wp\/v2\/media?parent=11869"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/29forward.com\/pl\/wp-json\/wp\/v2\/categories?post=11869"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/29forward.com\/pl\/wp-json\/wp\/v2\/tags?post=11869"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}