{"id":35323,"date":"2025-11-23T03:06:30","date_gmt":"2025-11-22T17:06:30","guid":{"rendered":"https:\/\/datalabsagency.com\/fallstudien\/verkehrsmanagement-iot-und-xai-software-design\/"},"modified":"2026-05-28T14:03:50","modified_gmt":"2026-05-28T04:03:50","slug":"verkehrsmanagement-iot-und-xai-software-design","status":"publish","type":"page","link":"https:\/\/www.datalabsagency.com\/de\/fallstudien\/verkehrsmanagement-iot-und-xai-software-design\/","title":{"rendered":"Verkehrsmanagement, IoT und XAI-Software-Design"},"content":{"rendered":"<div class=\"wpb-content-wrapper\">[vc_row dfd_bg_style=&#8221;image&#8221; dfd_bg_image_new=&#8221;19051&#8243; dfd_bg_image_repeat=&#8221;no-repeat&#8221; dfd_bg_img_attach=&#8221;fixed&#8221; dfd_overlay_color=&#8221;#0c0c0c&#8221; dfd_overlay_pattern_opacity=&#8221;75&#8243;][vc_column]<div class=\"ult-spacer spacer-6a2ff5576c7b1\" data-id=\"6a2ff5576c7b1\" data-height=\"200\" data-height-mobile=\"200\" data-height-tab=\"200\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div><div class=\"dfd-heading-shortcode\"><div class=\"dfd-heading-module-wrap  text-center style_02 cr-animate-gen dfd-heading-6a2ff5576c832 dfd-disable-resposive-headings\" id=\"dfd-heading-6a2ff5576c832\" data-animate-type = \"transition.slideDownBigIn\" ><div class=\"inline-block\"><div class=\"dfd-heading-module\"><h2 class=\"widget-sub-title dfd-sub-title \" style=\"color: #ffffff !important; \">Verkehrsmanagement &amp; XAI-Software-Design<\/h2><h1 class=\"widget-title dfd-title \" style=\"font-size: 80px; color: #ffffff !important; \">VERKEHRSMINISTERIUM<\/h1><\/div><\/div><\/div><script type=\"text\/javascript\">\r\n\t\t\t\t\t\t\t\t\t(function($) {\r\n\t\t\t\t\t\t\t\t\t\t$(\"head\").append(\"<style>.dfd-heading-6a2ff5576c832 .dfd-heading-module .widget-title {margin-bottom:10px;}.dfd-heading-6a2ff5576c832 .dfd-heading-module .widget-sub-title {margin-bottom:10px;}.dfd-heading-6a2ff5576c832.dfd-heading-module-wrap .dfd-heading-module .dfd-heading-delimiter {margin-top:10px;margin-bottom:10px;}@media (max-width: 1023px) and (min-width: 800px){.dfd-heading-6a2ff5576c832 .dfd-title{font-size: 60px !important;letter-spacing: 4px !important;}}@media (max-width: 799px){.dfd-heading-6a2ff5576c832 .dfd-title{font-size: 55px !important;letter-spacing: 3px !important;}}<\/style>\");\r\n\t\t\t\t\t\t\t\t\t})(jQuery);\r\n\t\t\t\t\t\t\t\t<\/script><\/div><div class=\"ult-spacer spacer-6a2ff5576c908\" data-id=\"6a2ff5576c908\" data-height=\"80\" data-height-mobile=\"80\" data-height-tab=\"80\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div>[vc_row_inner][vc_column_inner width=&#8221;1\/3&#8243;]<div id=\"dfd-facts-6a2ff5576c957-6588\" class=\"dfd-facts-counter  layout-1  cr-animate-gen dfd-counter with-icon\" data-animate-type = \"transition.slideDownIn\" ><div class=\"wrap\" style=\"padding-top:4px;\"><div class=\"stat-count\"><div class=\"module-icon\"><i class=\"featured-icon dfd-icon-pc_wifi\" style=\"font-size:64px; color:#ffffff; opacity:1;\" ><\/i><\/div> <div class=\"facts-number call-on-waypoint \" data-animation=\"count\" data-max=\"\" style=\"color: #ffffff !important; \">0<\/div> <\/div><\/div><div class=\"wrap-delimiter\"><div class=\"delimiter\" ><\/div><\/div><h3 class=\"facts-title \" style=\"color: #ffffff !important; \">SOFTWAREDESIGN<\/h3><div class=\"facts-subtitle subtitle\" style=\"color: #ffffff !important; \">Ein Konzept f\u00fcr eine individuell entwickelte Software-Plattform<\/div><script type=\"text\/javascript\">\r\n\t\t\t\t\t\t(function($) {\r\n\t\t\t\t\t\t\t$(\"head\").append(\"<style>#dfd-facts-6a2ff5576c957-6588 {min-height: 64px;}#dfd-facts-6a2ff5576c957-6588.layout-8 .module-icon + .content-wrap {padding-left: 84px;}#dfd-facts-6a2ff5576c957-6588.layout-9 .content-wrap {padding-right: 84px;}<\/style>\");\r\n\t\t\t\t\t\t})(jQuery);\r\n\t\t\t\t\t<\/script><\/div><div class=\"dfd-spacer-module\"  data-units=\"px\" data-wide_resolution=\"1280\" data-wide_size=\"\" data-normal_resolution=\"1024\" data-normal_size=\"\" data-tablet_resolution=\"800\" data-tablet_size=\"80\" data-mobile_resolution=\"480\" data-mobile_size=\"80\" style=\"height: px;\"><\/div>[\/vc_column_inner][vc_column_inner width=&#8221;1\/3&#8243;]<div id=\"dfd-facts-6a2ff5576c9e1-8261\" class=\"dfd-facts-counter  layout-1  cr-animate-gen dfd-counter with-icon\" data-animate-type = \"transition.slideUpIn\" ><div class=\"wrap\" style=\"padding-top:4px;\"><div class=\"stat-count\"><div class=\"module-icon\"><i class=\"featured-icon dfd-icon-car_2\" style=\"font-size:64px; color:#ffffff; opacity:1;\" ><\/i><\/div> <div class=\"facts-number call-on-waypoint \" data-animation=\"count\" data-max=\"\" style=\"color: #ffffff !important; \">0<\/div> <\/div><\/div><div class=\"wrap-delimiter\"><div class=\"delimiter\" ><\/div><\/div><h3 class=\"facts-title \" style=\"color: #ffffff !important; \">VERKEHRSMINISTERIUM<\/h3><div class=\"facts-subtitle subtitle\" style=\"color: #ffffff !important; \">Eine intuitive L\u00f6sung f\u00fcr das Verkehrsmanagement<\/div><script type=\"text\/javascript\">\r\n\t\t\t\t\t\t(function($) {\r\n\t\t\t\t\t\t\t$(\"head\").append(\"<style>#dfd-facts-6a2ff5576c9e1-8261 {min-height: 64px;}#dfd-facts-6a2ff5576c9e1-8261.layout-8 .module-icon + .content-wrap {padding-left: 84px;}#dfd-facts-6a2ff5576c9e1-8261.layout-9 .content-wrap {padding-right: 84px;}<\/style>\");\r\n\t\t\t\t\t\t})(jQuery);\r\n\t\t\t\t\t<\/script><\/div><div class=\"dfd-spacer-module\"  data-units=\"px\" data-wide_resolution=\"1280\" data-wide_size=\"\" data-normal_resolution=\"1024\" data-normal_size=\"\" data-tablet_resolution=\"800\" data-tablet_size=\"80\" data-mobile_resolution=\"480\" data-mobile_size=\"80\" style=\"height: px;\"><\/div>[\/vc_column_inner][vc_column_inner width=&#8221;1\/3&#8243;]<div id=\"dfd-facts-6a2ff5576ca4b-431\" class=\"dfd-facts-counter  layout-1  cr-animate-gen dfd-counter with-icon\" data-animate-type = \"transition.slideDownIn\" ><div class=\"wrap\" style=\"padding-top:4px;\"><div class=\"stat-count\"><div class=\"module-icon\"><i class=\"featured-icon dfd-icon-marker_location_1\" style=\"font-size:64px; color:#ffffff; opacity:1;\" ><\/i><\/div> <div class=\"facts-number call-on-waypoint \" data-animation=\"count\" data-max=\"\" style=\"color: #ffffff !important; \">0<\/div> <\/div><\/div><div class=\"wrap-delimiter\"><div class=\"delimiter\" ><\/div><\/div><h3 class=\"facts-title \" style=\"color: #ffffff !important; \">AUSTRALIEN<\/h3><div class=\"facts-subtitle subtitle\" style=\"color: #ffffff !important; \">Eine der gr\u00f6\u00dften Stra\u00dfen- und Verkehrsbeh\u00f6rden Australiens<\/div><script type=\"text\/javascript\">\r\n\t\t\t\t\t\t(function($) {\r\n\t\t\t\t\t\t\t$(\"head\").append(\"<style>#dfd-facts-6a2ff5576ca4b-431 {min-height: 64px;}#dfd-facts-6a2ff5576ca4b-431.layout-8 .module-icon + .content-wrap {padding-left: 84px;}#dfd-facts-6a2ff5576ca4b-431.layout-9 .content-wrap {padding-right: 84px;}<\/style>\");\r\n\t\t\t\t\t\t})(jQuery);\r\n\t\t\t\t\t<\/script><\/div><div class=\"dfd-spacer-module\"  data-units=\"px\" data-wide_resolution=\"1280\" data-wide_size=\"\" data-normal_resolution=\"1024\" data-normal_size=\"\" data-tablet_resolution=\"800\" data-tablet_size=\"80\" data-mobile_resolution=\"480\" data-mobile_size=\"80\" style=\"height: px;\"><\/div>[\/vc_column_inner][\/vc_row_inner]<div class=\"ult-spacer spacer-6a2ff5576ca8e\" data-id=\"6a2ff5576ca8e\" data-height=\"200\" data-height-mobile=\"200\" data-height-tab=\"200\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div>[\/vc_column][\/vc_row][vc_row dfd_overlay_color=&#8221;#0c0c0c&#8221; dfd_overlay_pattern_opacity=&#8221;100&#8243;][vc_column]<div class=\"dfd-heading-shortcode\"><div class=\"dfd-heading-module-wrap  text-center style_01 cr-animate-gen dfd-heading-6a2ff5576cac0 dfd-disable-resposive-headings\" id=\"dfd-heading-6a2ff5576cac0\" data-animate-type = \"transition.slideUpIn\" ><div class=\"inline-block\"><div class=\"dfd-heading-module\"><h5 class=\"widget-title dfd-title \" style=\"color: #ffffff !important; \">Sehen Sie selbst<\/h5><h3 class=\"widget-sub-title dfd-sub-title \" style=\"color: #ffffff !important; \">Bilder des Projekts<\/h3><div class=\"dfd-heading-delimiter dfd-img-lazy-load\"><\/div><\/div><\/div><\/div><script type=\"text\/javascript\">\r\n\t\t\t\t\t\t\t\t\t(function($) {\r\n\t\t\t\t\t\t\t\t\t\t$(\"head\").append(\"<style>.dfd-heading-6a2ff5576cac0.dfd-heading-module-wrap .dfd-heading-module .dfd-heading-delimiter 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SR7.PMH[\"SR7_12_1\"].fn,19);}};SR7.PMH[\"SR7_12_1\" ].fn();\n\t\t\t\t<\/script>\n<div class=\"ult-spacer spacer-6a2ff557723dc\" data-id=\"6a2ff557723dc\" data-height=\"100\" data-height-mobile=\"100\" data-height-tab=\"100\" data-height-tab-portrait=\"100\" data-height-mobile-landscape=\"100\" style=\"clear:both;display:block;\"><\/div>[\/vc_column][\/vc_row][vc_row dfd_overlay_color=&#8221;#0c0c0c&#8221; dfd_overlay_pattern_opacity=&#8221;100&#8243; force_equal_height_columns=&#8221;main_row&#8221; css=&#8221;.vc_custom_1551073688791{background-color: rgba(12,12,12,0.01) !important;*background-color: rgb(12,12,12) !important;}&#8221;][vc_column css=&#8221;.vc_custom_1550023026451{background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221;]<div class=\"ult-spacer spacer-6a2ff55772409\" data-id=\"6a2ff55772409\" data-height=\"100\" data-height-mobile=\"100\" data-height-tab=\"100\" data-height-tab-portrait=\"100\" data-height-mobile-landscape=\"100\" style=\"clear:both;display:block;\"><\/div><div class=\"dfd-heading-shortcode\"><div class=\"dfd-heading-module-wrap  text-center style_01 cr-animate-gen dfd-heading-6a2ff5577245e dfd-disable-resposive-headings\" id=\"dfd-heading-6a2ff5577245e\" data-animate-type = \"transition.slideLeftIn\" ><div class=\"inline-block\"><div class=\"dfd-heading-module\"><h2 class=\"widget-title dfd-title \" style=\"color: #ffffff !important; \">\n<p style=\"text-align: center;\">Geschichte &#038; Design<\/p>\n<\/h2><h3 class=\"widget-sub-title dfd-sub-title \" style=\"color: #ffffff !important; \">XAI-Software: Wie man etwas so Komplexes wie das Stra\u00dfennetz und den Verkehr f\u00fcr einen ganzen Staat vereinfacht<\/h3><div class=\"dfd-heading-delimiter dfd-img-lazy-load\"><\/div><\/div><\/div><\/div><script type=\"text\/javascript\">\r\n\t\t\t\t\t\t\t\t\t(function($) {\r\n\t\t\t\t\t\t\t\t\t\t$(\"head\").append(\"<style>.dfd-heading-6a2ff5577245e.dfd-heading-module-wrap .dfd-heading-module .dfd-heading-delimiter {border-bottom-style:solid;border-bottom-width:1px;width:100px;border-bottom-color:#dddddd;}.dfd-heading-6a2ff5577245e .dfd-heading-module .widget-title {margin-bottom:10px;}.dfd-heading-6a2ff5577245e.dfd-heading-module-wrap .dfd-heading-module .dfd-heading-delimiter {margin-top:10px;margin-bottom:10px;}<\/style>\");\r\n\t\t\t\t\t\t\t\t\t})(jQuery);\r\n\t\t\t\t\t\t\t\t<\/script><\/div><div class=\"ult-spacer spacer-6a2ff5577251f\" data-id=\"6a2ff5577251f\" data-height=\"20\" data-height-mobile=\"20\" data-height-tab=\"20\" data-height-tab-portrait=\"20\" data-height-mobile-landscape=\"20\" style=\"clear:both;display:block;\"><\/div>[vc_column_text]\n<div class=\"p-c-2\">\n<p class=\"p1\"><span style=\"color: #ffffff;\">Mit Hilfe von Whiteboard-Sitzungen, bewaffnet mit Anwendungsf\u00e4llen, technischer Dokumentation und mehreren Datenquellen, machten wir uns an die Arbeit f\u00fcr eine Situationswahrnehmungsplattform f\u00fcr das <a href=\"https:\/\/transport.vic.gov.au\/\" target=\"_blank\" rel=\"noopener\">Verkehrsministerium<\/a>. Schnell wurde die L\u00f6sung gefunden, die Plattform um die bescheidene Karte zu zentrieren. Als das beschlossen war, ging das Projekt sehr schnell voran.<\/span><\/p>\n<p><span style=\"color: #ffffff;\">Die Herausforderung bei diesem Projekt bestand darin, eine gro\u00dfe Anzahl von Datenstr\u00f6men und Anwendungsf\u00e4llen in die Plattform zu integrieren und gleichzeitig die Plattform einfach und intuitiv mit einer \u00fcbersichtlichen Benutzeroberfl\u00e4che (UI) zu gestalten. Die Datalabs-Agentur gestaltete die resultierenden Schnittstellen mit intuitiven M\u00f6glichkeiten f\u00fcr die Benutzer, Daten und Verkehrsszenarien zu modellieren, indem sie Schalter und Kippschalter verwendeten. Die Nutzer des Webanwendungstools greifen auf wichtige Informationen zu, die in &#8220;Docking Stations&#8221; untergebracht sind, interaktiven Tafeln, die sich \u00f6ffnen und schlie\u00dfen lassen. Dar\u00fcber hinaus kann durch die Anmeldung bei der Software die Erfahrung jedes Nutzers auf der Grundlage seiner Rolle, seiner Berufsbezeichnung und seiner Befugnisse innerhalb der Beh\u00f6rde ma\u00dfgeschneidert oder angepasst werden.<\/span><\/p>\n<p class=\"p1\"><span style=\"color: #ffffff;\">Ein gro\u00dfer Teil unserer Freude bei der Arbeit an digitalen Konzepten wie diesem ist der Prozess. Wir haben festgestellt, dass dieser Prozess am besten durch gemeinsame Design-Sitzungen, interaktives und Papier-Prototyping und offene Kommunikation funktioniert.<\/span><\/p>\n<p><span style=\"color: #ffffff;\">Wie immer bei Datalabs war es unser Ziel, die neuesten digitalen Trends sowohl zu integrieren als auch herauszufordern. Die M\u00f6glichkeiten der kundenspezifischen Web- und Softwareentwicklung scheinen endlos zu sein, insbesondere wenn es um <a href=\"https:\/\/www.datalabsagency.com\/de\/2024\/06\/04\/beispiele-fuer-informationsvisualisierung-6-der-besten\/\">Daten- und Informationsvisualisierung<\/a> geht. Es geht nur darum, Elemente zusammenzuf\u00fcgen. In diesem Fall trifft das neueste Kartendesign auf das <a href=\"https:\/\/www.datalabsagency.com\/de\/2016\/11\/09\/visualisierung-des-internets-der-dinge-iot\/\">Internet der Dinge<\/a> (IoT) mit <a href=\"https:\/\/www.science.org\/doi\/10.1126\/scirobotics.aay7120\" target=\"_blank\" rel=\"noopener\">erkl\u00e4rbarer k\u00fcnstlicher Intelligenz<\/a> (XAI), die eingearbeitet wird, wenn und wo die Maschinen Entscheidungen treffen oder Empfehlungen aussprechen &#8211; kreatives Design, sicherlich, aber nicht so komplex, wie es klingt.  <\/span><\/p>\n<p><span style=\"color: #ffffff;\">Wenn Ihr Unternehmen daran interessiert ist, mehr \u00fcber unsere F\u00e4higkeiten bei der Gestaltung von Transport-, Planungs- und Logistikdaten zu erfahren, setzen Sie sich mit uns in Verbindung. Wenn Sie mehr dar\u00fcber erfahren m\u00f6chten, wie wir Software-Schnittstellen f\u00fcr das Internet der Dinge (Iot) oder XAI entwickeln, wenden Sie sich an unsere Agentur f\u00fcr Datenvisualisierung unter hello@datalabsagency.com.<\/span><\/p>\n<\/div>\n[\/vc_column_text]<div class=\"ult-spacer spacer-6a2ff55772534\" data-id=\"6a2ff55772534\" data-height=\"110\" data-height-mobile=\"60\" data-height-tab=\"70\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div>[\/vc_column][\/vc_row][vc_row dfd_overlay_color=&#8221;#0c0c0c&#8221; dfd_overlay_pattern_opacity=&#8221;100&#8243; disable_element=&#8221;yes&#8221;][vc_column]<div class=\"ult-spacer spacer-6a2ff55772546\" data-id=\"6a2ff55772546\" data-height=\"50\" data-height-mobile=\"50\" data-height-tab=\"50\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div>[\/vc_column][\/vc_row][vc_row bg_check=&#8221;row-background-dark&#8221; dfd_bg_style=&#8221;image&#8221; dfd_parallax_style=&#8221;dfd_vertical_parallax&#8221; dfd_bg_image_new=&#8221;579&#8243; dfd_bg_image_repeat=&#8221;no-repeat&#8221; dfd_overlay_color=&#8221;#0c0c0c&#8221; dfd_overlay_pattern=&#8221;01.png&#8221; dfd_overlay_pattern_opacity=&#8221;75&#8243; force_equal_height_columns=&#8221;no&#8221; disable_element=&#8221;yes&#8221;][vc_column]<div class=\"ult-spacer spacer-6a2ff55772557\" data-id=\"6a2ff55772557\" data-height=\"100\" data-height-mobile=\"100\" data-height-tab=\"100\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div>[\/vc_column][vc_column width=&#8221;1\/4&#8243;][\/vc_column][vc_column width=&#8221;1\/2&#8243;]<div id=\"ultimate-heading6a2ff55772581\" class=\"uvc-heading dfd-delim-bottom   heading-config-bottom dfd-disable-resposive-headings\"  data-hspacer=\"line_only\"  data-halign=\"center\" style=\"text-align:center\"><div class=\"uvc-sub-heading\"><h3 class=\"widget-sub-title\">More projects with Black Rock<\/h3><\/div><h5 class=\"widget-title\">VERWANDTE PROJEKTE<\/h5><div class=\"uvc-heading-spacer line_only\" style=\"margin-top:20px;height:1px;\"><span class=\"uvc-headings-line\" style=\"border-style:dotted;border-bottom-width:1px;border-color:#ccc;width:550px;\"><\/span><\/div><\/div><div class=\"ult-spacer spacer-6a2ff55772596\" data-id=\"6a2ff55772596\" data-height=\"35\" data-height-mobile=\"20\" data-height-tab=\"25\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div>[\/vc_column][vc_column width=&#8221;1\/4&#8243;][\/vc_column][vc_column width=&#8221;12\/12&#8243;][vc_row_inner][vc_column_inner width=&#8221;1\/3&#8243;]<div class=\"dfd-info-banner style-01  text-center\" ><div class=\"image-cover dfd-img-lazy-load\"><img loading=\"lazy\" decoding=\"async\" src=\"data:image\/svg+xml;charset=utf-8,%3Csvg xmlns%3D'http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg' viewBox%3D'0 0 400 350'%2F%3E\" data-src=\"https:\/\/www.datalabsagency.com\/wp-content\/uploads\/2017\/10\/Lupi-1-400x350.jpg\" alt=\"Bild\"  width=\"400\" height=\"350\" class=\"info-banner-image \" \/><\/div><h3 class=\"info-box-title \" style=\"font-size: 28px; \">Interaktives Projekt<\/h3><div class=\"info-box-subtitle widget-sub-title subtitle\" style=\"font-size: 18px; \">Bringen Sie eine Win-Win-Situation an den Tisch<\/div><div class=\"wrap-delimiter\"><div class=\"delimiter\" ><\/div><\/div><div class=\"description\" style=\"\">Bringen Sie Win-Win-\u00dcberlebensstrategien auf den Tisch, um eine proaktive Vorherrschaft zu gew\u00e4hrleisten. Letzten Endes ist eine neue Normalit\u00e4t, die sich aus der Generation X entwickelt hat, auf dem Weg zu einer rationalisierten Cloud-L\u00f6sung.<\/div><div class=\"dfd-module-readmore\"><span class=\"read-more-01\">Mehr lesen<\/span><\/div><\/div><div class=\"ult-spacer spacer-6a2ff55772ad2\" data-id=\"6a2ff55772ad2\" data-height=\"0\" data-height-mobile=\"20\" data-height-tab=\"0\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div>[\/vc_column_inner][vc_column_inner width=&#8221;1\/3&#8243;]<div class=\"dfd-info-banner style-01  text-center\" ><div class=\"image-cover dfd-img-lazy-load\"><img loading=\"lazy\" decoding=\"async\" src=\"data:image\/svg+xml;charset=utf-8,%3Csvg xmlns%3D'http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg' viewBox%3D'0 0 400 350'%2F%3E\" data-src=\"https:\/\/www.datalabsagency.com\/wp-content\/uploads\/2018\/07\/product-bg-4-400x350.jpg\" alt=\"Bild\"  width=\"400\" height=\"350\" class=\"info-banner-image \" \/><\/div><h3 class=\"info-box-title \" style=\"font-size: 28px; \">Interaktives Projekt<\/h3><div class=\"info-box-subtitle widget-sub-title subtitle\" style=\"font-size: 18px; \">Bringen Sie eine Win-Win-Situation an den Tisch<\/div><div class=\"wrap-delimiter\"><div class=\"delimiter\" ><\/div><\/div><div class=\"description\" style=\"\">Bringen Sie Win-Win-\u00dcberlebensstrategien auf den Tisch, um eine proaktive Vorherrschaft zu gew\u00e4hrleisten. Letzten Endes ist eine neue Normalit\u00e4t, die sich aus der Generation X entwickelt hat, auf dem Weg zu einer rationalisierten Cloud-L\u00f6sung.<\/div><div class=\"dfd-module-readmore\"><span class=\"read-more-01\">Mehr lesen<\/span><\/div><\/div><div class=\"ult-spacer spacer-6a2ff55772e1d\" data-id=\"6a2ff55772e1d\" data-height=\"0\" data-height-mobile=\"20\" data-height-tab=\"0\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div>[\/vc_column_inner][vc_column_inner width=&#8221;1\/3&#8243;]<div class=\"dfd-info-banner style-01  text-center\" ><div class=\"image-cover dfd-img-lazy-load\"><img loading=\"lazy\" decoding=\"async\" src=\"data:image\/svg+xml;charset=utf-8,%3Csvg xmlns%3D'http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg' viewBox%3D'0 0 400 350'%2F%3E\" data-src=\"\" alt=\"Bild\"  width=\"400\" height=\"350\" class=\"info-banner-image \" \/><\/div><h3 class=\"info-box-title \" style=\"font-size: 28px; \">Interaktives Projekt<\/h3><div class=\"info-box-subtitle widget-sub-title subtitle\" style=\"font-size: 18px; \">Bringen Sie eine Win-Win-Situation an den Tisch<\/div><div class=\"wrap-delimiter\"><div class=\"delimiter\" ><\/div><\/div><div class=\"description\" style=\"\">Bringen Sie Win-Win-\u00dcberlebensstrategien auf den Tisch, um eine proaktive Vorherrschaft zu gew\u00e4hrleisten. Letzten Endes ist eine neue Normalit\u00e4t, die sich aus der Generation X entwickelt hat, auf dem Weg zu einer rationalisierten Cloud-L\u00f6sung.<\/div><div class=\"dfd-module-readmore\"><span class=\"read-more-01\">Mehr lesen<\/span><\/div><\/div><div class=\"ult-spacer spacer-6a2ff5577311d\" data-id=\"6a2ff5577311d\" data-height=\"0\" data-height-mobile=\"20\" data-height-tab=\"0\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div>[\/vc_column_inner][\/vc_row_inner]<div class=\"ult-spacer spacer-6a2ff5577313f\" data-id=\"6a2ff5577313f\" data-height=\"110\" data-height-mobile=\"60\" data-height-tab=\"80\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div>[\/vc_column][\/vc_row][vc_row row_effect=&#8221;dfd-fade-on-scroll&#8221; dfd_row_parallax=&#8221;dfd-row-parallax&#8221;][vc_column]<div class=\"dfd-spacer-module\"  data-units=\"px\" data-wide_resolution=\"1280\" data-wide_size=\"39\" data-normal_resolution=\"1024\" data-normal_size=\"\" data-tablet_resolution=\"800\" data-tablet_size=\"\" data-mobile_resolution=\"480\" data-mobile_size=\"\" style=\"height: 39px;\"><\/div><div class=\"dfd-heading-shortcode\"><div class=\"dfd-heading-module-wrap  text-center style_01 cr-animate-gen dfd-heading-6a2ff557731dd dfd-disable-resposive-headings\" id=\"dfd-heading-6a2ff557731dd\" data-animate-type = \"transition.expandIn\" ><div class=\"inline-block\"><div class=\"dfd-heading-module\"><h2 class=\"widget-title dfd-title \" style=\"\">Werfen Sie einen Blick auf unsere anderen Produkte und Dienstleistungen!<\/h2><div class=\"dfd-heading-delimiter dfd-img-lazy-load\"><\/div><\/div><\/div><\/div><script type=\"text\/javascript\">\r\n\t\t\t\t\t\t\t\t\t(function($) {\r\n\t\t\t\t\t\t\t\t\t\t$(\"head\").append(\"<style>.dfd-heading-6a2ff557731dd.dfd-heading-module-wrap .dfd-heading-module .dfd-heading-delimiter 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href=\"https:\/\/www.datalabsagency.com\/de\/product\/power-bi-theme-json-style-guide\/\">Power BI Theme and Style Guide<\/a><\/div>\r\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"subtitle\">An all-in-one package containing tools, guidance, and assets to design great dashboards<\/div>\r\n\t\t\t\t\t\t\t\t\t\t<div class=\"price-wrap\">\r\n\t\t\t\t\t\t\n\t<span class=\"price\"><span class=\"woocommerce-Price-amount amount\" aria-hidden=\"true\"><bdi><span class=\"woocommerce-Price-currencySymbol\">&#36;<\/span>300<\/bdi><\/span> <span aria-hidden=\"true\">&ndash;<\/span> <span class=\"woocommerce-Price-amount amount\" aria-hidden=\"true\"><bdi><span class=\"woocommerce-Price-currencySymbol\">&#36;<\/span>750<\/bdi><\/span><span class=\"screen-reader-text\">Price range: &#36;300 through &#36;750<\/span><\/span>\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"rating-section\">\r\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t\t\t    <\/div>\r\n\t<\/div><div class=\"first last four columns  dfd-loop-shop-responsive  style-1 post-23994 product type-product status-publish has-post-thumbnail product_cat-online-courses product_tag-for-all-employees product_tag-introductory instock sale virtual sold-individually taxable purchasable product-type-course\">\r\n    <div class=\"prod-wrap text-center\" >\r\n\r\n\t\t\t\t<div class=\"woo-cover\">\r\n\t\t\t<div class=\"prod-image-wrap woo-entry-thumb\">\r\n\r\n\t\t\t\t\n\t<span class=\"onsale\">-31% Verkauf!<\/span>\n\t\r\n\t<div id=\"product_slider_6a2ff557781d0\" class=\"woo-entry-thumb\" data-speed=\"2000\">\r\n\t\t\r\n\t\t<div class=\"woo-entry-thumb-carousel\">\r\n\r\n\t\t<div class=\"\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.datalabsagency.com\/wp-content\/uploads\/2021\/11\/Introduction-to-Data-Viz-Course-Image-3-1024x1024-300x300.png\" alt=\"Bild\" width=\"300\" height=\"300\" \/><\/div><div class=\"\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.datalabsagency.com\/wp-content\/uploads\/2021\/11\/Introduction-to-Data-Viz-Course-Image-1-1024x1024-300x300.png\" alt=\"Bild\" width=\"300\" height=\"300\" \/><\/div><div class=\"\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.datalabsagency.com\/wp-content\/uploads\/2021\/11\/Introduction-to-Data-Viz-Course-Image-2-1024x1024-300x300.png\" alt=\"Bild\" width=\"300\" height=\"300\" \/><\/div>\r\n\t\t<\/div>\r\n\t\t\t\t<div class=\"preview-thumb\">\r\n\t\t\t<img decoding=\"async\" src=\"https:\/\/www.datalabsagency.com\/wp-content\/uploads\/2021\/11\/Introduction-to-Data-Viz-Course-Image-3-1024x1024-300x300.png\" alt=\"Bild\" \/>\r\n\t\t<\/div>\r\n\t<\/div>\r\n\t<div class=\"buttons-wrap   text-center\">\r\n\t\t<div>\r\n\t\t\t\t\t\t\t<a href=\"\/de\/wp-json\/wp\/v2\/pages\/35323?add-to-cart=23994\" data-quantity=\"1\" class=\"add_to_cart_button product_type_course add_to_cart_add_to_cart_button ajax_add_to_cart\" data-product_id=\"23994\" data-product_sku=\"\" aria-label=\"Lese mehr \u00fcber &#8222;An Introduction to Data Visualization and Storytelling Course&#8220;\" rel=\"nofollow\"><i class=\"dfd-icon-shopping_bag_1\"><\/i><span>Add to cart<\/span><\/a>\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.datalabsagency.com\/wp-content\/uploads\/2021\/11\/Introduction-to-Data-Viz-Course-Image-3.png\" title=\"Product images\" class=\"dfd-prod-lightbox\" data-rel=\"prettyPhoto[product-gallery-23994]\">\r\n\t\t\t\t\t\t\t\t\t<i class=\"dfd-icon-zoom\"><\/i>\r\n\t\t\t\t\t\t\t<\/a>\r\n\t\t<\/div>\r\n\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.datalabsagency.com\/de\/product\/introduction-data-visualization-course\/\" class=\"link\"><\/a>\r\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t\t\t\t<div class=\"woo-title-wrap\">\r\n\t\t\t\t<div class=\"heading\">\r\n\t\t\t\t\t<div class=\"dfd-folio-categories\">\r\n\t\t\t\t\t\t\r\n\t<span class=\"byline category\">\r\n\t\t<a href=\"https:\/\/www.datalabsagency.com\/de\/product-category\/online-courses\/\" class=\"fn\">\r\n\t\t\t<span class=\"cat-name\">Online Courses<\/span>\r\n\t\t<\/a>\r\n\t<\/span>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"box-name\"><a href=\"https:\/\/www.datalabsagency.com\/de\/product\/introduction-data-visualization-course\/\">An Introduction to Data Visualization and Storytelling Course<\/a><\/div>\r\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"subtitle\">Get trained to visualize data and tell better stories.<\/div>\r\n\t\t\t\t\t\t\t\t\t\t<div class=\"price-wrap\">\r\n\t\t\t\t\t\t\n\t<span class=\"price\"><del aria-hidden=\"true\"><span class=\"woocommerce-Price-amount amount\"><bdi><span class=\"woocommerce-Price-currencySymbol\">&#36;<\/span>129<\/bdi><\/span><\/del> <span class=\"screen-reader-text\">Original price was: &#036;129.<\/span><ins aria-hidden=\"true\"><span class=\"woocommerce-Price-amount amount\"><bdi><span class=\"woocommerce-Price-currencySymbol\">&#36;<\/span>89<\/bdi><\/span><\/ins><span class=\"screen-reader-text\">Current price is: &#036;89.<\/span><\/span>\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"rating-section\">\r\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t\t\t    <\/div>\r\n\t<\/div><div class=\"first last four columns  dfd-loop-shop-responsive  style-1 post-23995 product type-product status-publish has-post-thumbnail product_cat-online-courses product_tag-business-intelligence instock sale virtual sold-individually taxable purchasable product-type-course\">\r\n    <div class=\"prod-wrap text-center\" >\r\n\r\n\t\t\t\t<div class=\"woo-cover\">\r\n\t\t\t<div class=\"prod-image-wrap woo-entry-thumb\">\r\n\r\n\t\t\t\t\n\t<span class=\"onsale\">-31% Verkauf!<\/span>\n\t\r\n\t<div id=\"product_slider_6a2ff5577a67a\" class=\"woo-entry-thumb\" data-speed=\"2000\">\r\n\t\t\r\n\t\t<div class=\"woo-entry-thumb-carousel\">\r\n\r\n\t\t<div class=\"\"><img 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class=\"link\"><\/a>\r\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t\t\t\t<div class=\"woo-title-wrap\">\r\n\t\t\t\t<div class=\"heading\">\r\n\t\t\t\t\t<div class=\"dfd-folio-categories\">\r\n\t\t\t\t\t\t\r\n\t<span class=\"byline category\">\r\n\t\t<a href=\"https:\/\/www.datalabsagency.com\/de\/product-category\/online-courses\/\" class=\"fn\">\r\n\t\t\t<span class=\"cat-name\">Online Courses<\/span>\r\n\t\t<\/a>\r\n\t<\/span>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"box-name\"><a href=\"https:\/\/www.datalabsagency.com\/de\/product\/dashboard-training-designing-great-dashboards-course\/\">Designing Great Dashboards Course<\/a><\/div>\r\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"subtitle\">Finally, a course that shows you what you need to know.<\/div>\r\n\t\t\t\t\t\t\t\t\t\t<div class=\"price-wrap\">\r\n\t\t\t\t\t\t\n\t<span class=\"price\"><del aria-hidden=\"true\"><span class=\"woocommerce-Price-amount amount\"><bdi><span 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Datalabs Agency mit der Entwicklung einer Verkehrsmanagementplattform f\u00fcr seine Daten. Das Ergebnis: eine Reihe von Schnittstellendesigns, die die Komplexit\u00e4t des Stra\u00dfensystems verdeutlichen und einen Weg zur Optimierung auf Systemebene aufzeigen. Sehen Sie die Zukunft des Verkehrsdesigns&#8230;<\/p>\n","protected":false},"author":5,"featured_media":32527,"parent":35227,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-custom.php","meta":{"_acf_changed":false,"footnotes":""},"folder":[689],"class_list":["post-35323","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Verkehrsmanagement, IoT und XAI-Software-Design<\/title>\n<meta name=\"description\" content=\"Sehen Sie sich die wundersch\u00f6nen Entw\u00fcrfe eines Projekts des Verkehrsministeriums an - Verkehrsplanung, Daten aus dem Internet der Dinge und XAI-Softwaredesign.\" \/>\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.datalabsagency.com\/de\/fallstudien\/verkehrsmanagement-iot-und-xai-software-design\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Verkehrsmanagement, IoT und XAI-Software-Design\" \/>\n<meta property=\"og:description\" content=\"Sehen Sie sich die wundersch\u00f6nen Entw\u00fcrfe eines Projekts des Verkehrsministeriums an - 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