{"id":4068,"date":"2024-01-17T16:20:12","date_gmt":"2024-01-17T15:20:12","guid":{"rendered":"https:\/\/datamobility.it\/magazine\/a-year-of-data-a-year-of-ai-perspectives-on-mobility\/"},"modified":"2025-12-10T16:26:13","modified_gmt":"2025-12-10T15:26:13","slug":"a-year-of-data-a-year-of-ai-perspectives-on-mobility","status":"publish","type":"post","link":"https:\/\/datamobility.it\/en\/magazine\/a-year-of-data-a-year-of-ai-perspectives-on-mobility\/","title":{"rendered":"<strong>A year of data, a year of AI: perspectives on mobility<\/strong>"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.27.4&#8243; custom_margin=&#8221;0px||||false|false&#8221; custom_padding=&#8221;0px||||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;0px|0px|0px|0px|false|false&#8221; custom_padding=&#8221;0px|0px|0px|0px|false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/datamobility.it\/wp-content\/uploads\/Un-anno-di-dati-e-un-anno-di-AI-2.jpg&#8221; title_text=&#8221;Un-anno-di-dati-e-un-anno-di-AI-2&#8243; force_fullwidth=&#8221;on&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221; custom_margin=&#8221;||10px||false|false&#8221; custom_padding=&#8221;||0px||false|false&#8221;][\/et_pb_image][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; header_3_font_size=&#8221;14px&#8221; custom_margin=&#8221;0px|0px|30px|0px|false|false&#8221; custom_padding=&#8221;0px|0px|0px|0px|false|false&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243; locked=&#8221;off&#8221;]<\/p>\n<h3><strong>GO-Mobility<\/strong><\/h3>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;0px|0px|0px|0px|false|false&#8221; custom_padding=&#8221;0px|0px|0px|0px|false|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h1>A year of data, a year of AI:<\/h1>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;0px|0px|0px|0px|false|false&#8221; custom_padding=&#8221;0px|0px|0px|0px|false|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3>mobility prospects<\/h3>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.16&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>For urban mobility, 2023 was a year of <b>recovery<\/b>: the latest report from the MIT Mobility Trends Observatory shows that almost all modes of transport have recovered to 2019 demand levels, in some cases even exceeding pre-pandemic levels. Unfortunately, there is one exception: <b>public transport<\/b> passengers, both rail and road, still show a deficit of between 12% and 21% compared to 2019.<\/p>\n<p><\/p>\n<p>&nbsp;<\/p>\n<p><\/p>\n<p>Looking at the details, we see that <b>highway<\/b> and <b>air<\/b> traffic have essentially returned to 2019 levels (with slight increases of 1% and 4%, respectively). <b>Maritime transport<\/b> is the sector that has experienced the most noticeable recovery, especially in terms of ferry passengers (+25%).<\/p>\n<p><\/p>\n<p>&nbsp;<\/p>\n<p><\/p>\n<p>Once again, it is public commuter transport that has not yet recovered from the pandemic: demand for Trenitalia&#8217;s <b>regional rail transport<\/b> is still below 2019 levels, as is the number of passengers using local public transport by road. The figures only change when we look at <b>high-speed<\/b> (+7%) and <b>long-distance <\/b>routes (Intercity\/Intercity Notte +9%).<\/p>\n<p><\/p>\n<p>&nbsp;<\/p>\n<p><\/p>\n<p>The difficult restart of the sector is also a symptom of administrations bogged down in the race for <b>PNRR<\/b> funds. The whole PNRR affair is of interest precisely because it highlights the major <b>weaknesses<\/b> accumulated by our country: from the lack of an up-to-date debate on the new technologies available to the lack of skills in public administrations. Managing to implement in four years the infrastructure that has been designed, debated, modified, and then returned to its original form for decades is more of an impossible mission than a PNRR mission. Often, indeed almost always, the manager and official of the administrations are left alone, and few administrations have managed to attract fresh skills and resources to deal with the complex approval processes for public works. While the PNRR works are being completed, we need to think about and implement a reform of local public transport to address the major issues that, even with new works and infrastructure, make the current local public transport system fragile and not very resilient. Yet it is precisely from expertise that the future of sustainable mobility can start again: with the advent of generative AI, we expect to see a number of impacts on mobility services, first and foremost MaaS. From the first experiment with the advanced chatbot \u2018NIC-O\u2019 offered by the public transport company in Bari, it is easy to imagine how, in the coming years, GPT chatbots will be the main interfaces for transport operators, guiding users step by step through the various mobility services. Not only that, but the activities of <b>local administrations<\/b> will also change. In fact, data collection and analysis to monitor the effects of the mobility of PNRR and PUMS works will be more necessary than ever in terms of accountability: that is, it will be necessary to explain the effects of the choices and efforts made. But to develop this type of service, it is necessary to invest in terms of <b>skills<\/b>, <b>data<\/b>, and <b>governance<\/b> capabilities. After a year of familiarization with AI and concrete experiments in several areas of our work, our reflections on the past year converge on how <b>2024<\/b> could (and should) be an opportunity to become aware of the weaknesses of the Italian system (in terms of transport, governance, investment, and distribution of skills) and gradually try to overcome them in order to keep pace with the major changes we expect to see in mobility in the coming years.<\/p>\n<p><\/p>\n<p><a href=\"https:\/\/www.ferpress.it\/staff\/\"><i>FerPress<\/i><\/a><em> is a news agency specializing in railways, local public transport, and logistics. The daily news service was launched in 2010 with the aim of reporting on the major changes that the sector is undergoing, but also on the many events, large and small, that are of direct interest to those working in the field. The newspaper is produced entirely by Ferpress srl, a company that offers strategic consulting, press office, institutional relations, and parliamentary monitoring services.<\/em><\/p>\n<p><\/p>\n<p style=\"text-align: justify;\"><script type=\"text\/javascript\">(function($) {window.fnames = new Array(); window.ftypes = new Array();fnames[0]='EMAIL';ftypes[0]='email';}(jQuery));var $mcj = jQuery.noConflict(true);<\/script><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;Subscribe&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; background_enable_color=&#8221;off&#8221; background_enable_image=&#8221;off&#8221; background_size=&#8221;custom&#8221; background_image_width=&#8221;20%&#8221; background_position=&#8221;bottom_left&#8221; custom_margin=&#8221;0px||0px||false|false&#8221; custom_padding=&#8221;0px||0px||true|false&#8221; global_module=&#8221;2869&#8243; locked=&#8221;off&#8221; collapsed=&#8221;on&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; min_height=&#8221;94px&#8221; custom_margin=&#8221;-56px||||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; max_width=&#8221;90%&#8221; custom_margin=&#8221;0px||0px||false|false&#8221; custom_padding=&#8221;0px||0px||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.22.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;_initial&#8221; text_font=&#8221;||||||||&#8221; text_line_height=&#8221;1.8em&#8221; header_font_size=&#8221;18px&#8221; text_orientation=&#8221;center&#8221; custom_margin=&#8221;0px||0px||false|false&#8221; custom_padding=&#8221;0px||0px|2px|false|false&#8221; text_font_size_tablet=&#8221;15px&#8221; text_font_size_phone=&#8221;14px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; header_text_color_last_edited=&#8221;off|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h1>\u00a0Subscribe to our newsletter to follow our activities and access special content.<\/h1>\n<p>[\/et_pb_text][et_pb_code _builder_version=&#8221;4.25.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<script>(function() {\n\twindow.mc4wp = window.mc4wp || {\n\t\tlisteners: [],\n\t\tforms: {\n\t\t\ton: function(evt, cb) {\n\t\t\t\twindow.mc4wp.listeners.push(\n\t\t\t\t\t{\n\t\t\t\t\t\tevent   : evt,\n\t\t\t\t\t\tcallback: cb\n\t\t\t\t\t}\n\t\t\t\t);\n\t\t\t}\n\t\t}\n\t}\n})();\n<\/script><!-- Mailchimp for WordPress v4.12.5 - https:\/\/wordpress.org\/plugins\/mailchimp-for-wp\/ --><form id=\"mc4wp-form-1\" class=\"mc4wp-form mc4wp-form-2799 mc4wp-form-basic\" method=\"post\" data-id=\"2799\" data-name=\"Mailchimp\" ><div class=\"mc4wp-form-fields\"><p>\r\n\t\t<input type=\"email\" name=\"EMAIL\" placeholder=\"Il tuo indirizzo email\" required \/>\r\n<\/label>\r\n<\/p>\r\n<p>\r\n    <label>\r\n        <input type=\"checkbox\" name=\"AGREE_TO_TERMS\" value=\"1\" required=\"\">\r\n        Ho letto e accetto i <a href=\"\/privacy-policy\" target=\"_blank\">termini e le condizioni<\/a>\r\n    <\/label>\r\n<\/p>\r\n\r\n<p>\r\n\t<input type=\"submit\" value=\"Iscriviti\" \/>\r\n<\/p>\r\n<\/div><label style=\"display: none !important;\">Leave this field empty if you're human: <input type=\"text\" name=\"_mc4wp_honeypot\" value=\"\" tabindex=\"-1\" autocomplete=\"off\" \/><\/label><input type=\"hidden\" name=\"_mc4wp_timestamp\" value=\"1784497631\" \/><input type=\"hidden\" name=\"_mc4wp_form_id\" value=\"2799\" \/><input type=\"hidden\" name=\"_mc4wp_form_element_id\" value=\"mc4wp-form-1\" \/><div class=\"mc4wp-response\"><\/div><\/form><!-- \/ Mailchimp for WordPress Plugin -->[\/et_pb_code][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.26.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;0px|0px|0px|0px|false|false&#8221; custom_padding=&#8221;0px|0px|0px|0px|false|false&#8221; global_module=&#8221;2894&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_row column_structure=&#8221;3_4,1_4&#8243; _builder_version=&#8221;4.26.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;|0px|0px|0px|false|false&#8221; custom_padding=&#8221;50px|0px|0px|0px|false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;3_4&#8243; _builder_version=&#8221;4.26.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span>\u00a92025 GO-Mobility s.r.l. | Partita IVA 11257581006<\/span><\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.26.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_social_media_follow _builder_version=&#8221;4.26.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_social_media_follow_network social_network=&#8221;linkedin&#8221; url=&#8221;https:\/\/www.linkedin.com\/company\/go-mobility-s-r-l-&#8221; _builder_version=&#8221;4.26.0&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#000000&#8243; background_enable_color=&#8221;on&#8221; global_colors_info=&#8221;{}&#8221; follow_button=&#8221;off&#8221; url_new_window=&#8221;on&#8221;]linkedin[\/et_pb_social_media_follow_network][et_pb_social_media_follow_network social_network=&#8221;instagram&#8221; url=&#8221;https:\/\/www.instagram.com\/gomobility_it\/&#8221; _builder_version=&#8221;4.26.0&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#000000&#8243; background_enable_color=&#8221;on&#8221; global_colors_info=&#8221;{}&#8221; follow_button=&#8221;off&#8221; url_new_window=&#8221;on&#8221;]instagram[\/et_pb_social_media_follow_network][et_pb_social_media_follow_network social_network=&#8221;youtube&#8221; url=&#8221;https:\/\/www.youtube.com\/@go-mobility&#8221; _builder_version=&#8221;4.26.0&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#000000&#8243; background_enable_color=&#8221;on&#8221; global_colors_info=&#8221;{}&#8221; follow_button=&#8221;off&#8221; url_new_window=&#8221;on&#8221;]youtube[\/et_pb_social_media_follow_network][et_pb_social_media_follow_network social_network=&#8221;twitter&#8221; _builder_version=&#8221;4.26.0&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#000000&#8243; global_colors_info=&#8221;{}&#8221; follow_button=&#8221;off&#8221; url_new_window=&#8221;on&#8221;]X[\/et_pb_social_media_follow_network][et_pb_social_media_follow_network social_network=&#8221;facebook&#8221; _builder_version=&#8221;4.26.0&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#000000&#8243; background_enable_color=&#8221;on&#8221; global_colors_info=&#8221;{}&#8221; follow_button=&#8221;off&#8221; url_new_window=&#8221;on&#8221;]facebook[\/et_pb_social_media_follow_network][\/et_pb_social_media_follow][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>A year of data and a year of AI: from the MIT report on urban mobility in 2023 to the work of Data Mobility, what the figures tell us about the future of travel.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[3,4,6,7,10],"tags":[],"class_list":["post-4068","post","type-post","status-publish","format-standard","hentry","category-ai","category-big-data","category-chatgpt","category-dati","category-futuro"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>A year of data, a year of AI: what does the future hold for mobility?<\/title>\n<meta name=\"description\" content=\"A year of data and a year of AI: from the MIT report on urban mobility in 2023 to the work of Data Mobility, what the figures tell us about the future of travel.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datamobility.it\/en\/magazine\/a-year-of-data-a-year-of-ai-perspectives-on-mobility\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"A year of data, a year of AI: what does the future hold for mobility?\" \/>\n<meta property=\"og:description\" content=\"A year of data and a year of AI: from the MIT report on urban mobility in 2023 to the work of Data Mobility, what the figures tell us about the future of travel.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datamobility.it\/en\/magazine\/a-year-of-data-a-year-of-ai-perspectives-on-mobility\/\" \/>\n<meta property=\"og:site_name\" content=\"Data Mobility\" \/>\n<meta property=\"article:published_time\" content=\"2024-01-17T15:20:12+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-12-10T15:26:13+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datamobility.it\/wp-content\/uploads\/Un-anno-di-dati-e-un-anno-di-AI-2.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1703\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"datamobilityadmin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"datamobilityadmin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/datamobility.it\\\/en\\\/magazine\\\/a-year-of-data-a-year-of-ai-perspectives-on-mobility\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/datamobility.it\\\/en\\\/magazine\\\/a-year-of-data-a-year-of-ai-perspectives-on-mobility\\\/\"},\"author\":{\"name\":\"datamobilityadmin\",\"@id\":\"https:\\\/\\\/datamobility.it\\\/en\\\/#\\\/schema\\\/person\\\/0a5bb5ee8bdcaa1b40c5379ac463d5ae\"},\"headline\":\"A year of data, a year of AI: perspectives on mobility\",\"datePublished\":\"2024-01-17T15:20:12+00:00\",\"dateModified\":\"2025-12-10T15:26:13+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/datamobility.it\\\/en\\\/magazine\\\/a-year-of-data-a-year-of-ai-perspectives-on-mobility\\\/\"},\"wordCount\":1485,\"publisher\":{\"@id\":\"https:\\\/\\\/datamobility.it\\\/en\\\/#organization\"},\"articleSection\":[\"AI\",\"big data\",\"chatgpt\",\"dati\",\"futuro\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/datamobility.it\\\/en\\\/magazine\\\/a-year-of-data-a-year-of-ai-perspectives-on-mobility\\\/\",\"url\":\"https:\\\/\\\/datamobility.it\\\/en\\\/magazine\\\/a-year-of-data-a-year-of-ai-perspectives-on-mobility\\\/\",\"name\":\"A year of data, a year of AI: what does the future hold for mobility?\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/datamobility.it\\\/en\\\/#website\"},\"datePublished\":\"2024-01-17T15:20:12+00:00\",\"dateModified\":\"2025-12-10T15:26:13+00:00\",\"description\":\"A year of data and a year of AI: from the MIT report on urban mobility in 2023 to the work of Data Mobility, what the figures tell us about the future of travel.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/datamobility.it\\\/en\\\/magazine\\\/a-year-of-data-a-year-of-ai-perspectives-on-mobility\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/datamobility.it\\\/en\\\/magazine\\\/a-year-of-data-a-year-of-ai-perspectives-on-mobility\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/datamobility.it\\\/en\\\/magazine\\\/a-year-of-data-a-year-of-ai-perspectives-on-mobility\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/datamobility.it\\\/en\\\/home\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"A year of data, a year of AI: perspectives on mobility\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/datamobility.it\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/datamobility.it\\\/en\\\/\",\"name\":\"Data Mobility\",\"description\":\"Mobilit\u00e0 | Trasporto Pubblico | Big Data\",\"publisher\":{\"@id\":\"https:\\\/\\\/datamobility.it\\\/en\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/datamobility.it\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/datamobility.it\\\/en\\\/#organization\",\"name\":\"Data Mobility\",\"url\":\"https:\\\/\\\/datamobility.it\\\/en\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/datamobility.it\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/datamobility.it\\\/wp-content\\\/uploads\\\/Data-Mobility-Logo.svg\",\"contentUrl\":\"https:\\\/\\\/datamobility.it\\\/wp-content\\\/uploads\\\/Data-Mobility-Logo.svg\",\"width\":247,\"height\":58,\"caption\":\"Data Mobility\"},\"image\":{\"@id\":\"https:\\\/\\\/datamobility.it\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/datamobility.it\\\/en\\\/#\\\/schema\\\/person\\\/0a5bb5ee8bdcaa1b40c5379ac463d5ae\",\"name\":\"datamobilityadmin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/074319857f3ae0a3da2f3b8ab51b427986ade849ea4d2c05d91e9c59b6a74b56?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/074319857f3ae0a3da2f3b8ab51b427986ade849ea4d2c05d91e9c59b6a74b56?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/074319857f3ae0a3da2f3b8ab51b427986ade849ea4d2c05d91e9c59b6a74b56?s=96&d=mm&r=g\",\"caption\":\"datamobilityadmin\"},\"sameAs\":[\"https:\\\/\\\/datamobility.it\"],\"url\":\"https:\\\/\\\/datamobility.it\\\/en\\\/magazine\\\/author\\\/datamobilityadmin\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"A year of data, a year of AI: what does the future hold for mobility?","description":"A year of data and a year of AI: from the MIT report on urban mobility in 2023 to the work of Data Mobility, what the figures tell us about the future of travel.","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:\/\/datamobility.it\/en\/magazine\/a-year-of-data-a-year-of-ai-perspectives-on-mobility\/","og_locale":"en_US","og_type":"article","og_title":"A year of data, a year of AI: what does the future hold for mobility?","og_description":"A year of data and a year of AI: from the MIT report on urban mobility in 2023 to the work of Data Mobility, what the figures tell us about the future of travel.","og_url":"https:\/\/datamobility.it\/en\/magazine\/a-year-of-data-a-year-of-ai-perspectives-on-mobility\/","og_site_name":"Data Mobility","article_published_time":"2024-01-17T15:20:12+00:00","article_modified_time":"2025-12-10T15:26:13+00:00","og_image":[{"width":2560,"height":1703,"url":"https:\/\/datamobility.it\/wp-content\/uploads\/Un-anno-di-dati-e-un-anno-di-AI-2.jpg","type":"image\/jpeg"}],"author":"datamobilityadmin","twitter_card":"summary_large_image","twitter_misc":{"Written by":"datamobilityadmin","Est. reading time":"7 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/datamobility.it\/en\/magazine\/a-year-of-data-a-year-of-ai-perspectives-on-mobility\/#article","isPartOf":{"@id":"https:\/\/datamobility.it\/en\/magazine\/a-year-of-data-a-year-of-ai-perspectives-on-mobility\/"},"author":{"name":"datamobilityadmin","@id":"https:\/\/datamobility.it\/en\/#\/schema\/person\/0a5bb5ee8bdcaa1b40c5379ac463d5ae"},"headline":"A year of data, a year of AI: perspectives on mobility","datePublished":"2024-01-17T15:20:12+00:00","dateModified":"2025-12-10T15:26:13+00:00","mainEntityOfPage":{"@id":"https:\/\/datamobility.it\/en\/magazine\/a-year-of-data-a-year-of-ai-perspectives-on-mobility\/"},"wordCount":1485,"publisher":{"@id":"https:\/\/datamobility.it\/en\/#organization"},"articleSection":["AI","big data","chatgpt","dati","futuro"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/datamobility.it\/en\/magazine\/a-year-of-data-a-year-of-ai-perspectives-on-mobility\/","url":"https:\/\/datamobility.it\/en\/magazine\/a-year-of-data-a-year-of-ai-perspectives-on-mobility\/","name":"A year of data, a year of AI: what does the future hold for mobility?","isPartOf":{"@id":"https:\/\/datamobility.it\/en\/#website"},"datePublished":"2024-01-17T15:20:12+00:00","dateModified":"2025-12-10T15:26:13+00:00","description":"A year of data and a year of AI: from the MIT report on urban mobility in 2023 to the work of Data Mobility, what the figures tell us about the future of travel.","breadcrumb":{"@id":"https:\/\/datamobility.it\/en\/magazine\/a-year-of-data-a-year-of-ai-perspectives-on-mobility\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/datamobility.it\/en\/magazine\/a-year-of-data-a-year-of-ai-perspectives-on-mobility\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/datamobility.it\/en\/magazine\/a-year-of-data-a-year-of-ai-perspectives-on-mobility\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/datamobility.it\/en\/home\/"},{"@type":"ListItem","position":2,"name":"A year of data, a year of AI: perspectives on mobility"}]},{"@type":"WebSite","@id":"https:\/\/datamobility.it\/en\/#website","url":"https:\/\/datamobility.it\/en\/","name":"Data Mobility","description":"Mobilit\u00e0 | Trasporto Pubblico | Big Data","publisher":{"@id":"https:\/\/datamobility.it\/en\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/datamobility.it\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/datamobility.it\/en\/#organization","name":"Data Mobility","url":"https:\/\/datamobility.it\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/datamobility.it\/en\/#\/schema\/logo\/image\/","url":"https:\/\/datamobility.it\/wp-content\/uploads\/Data-Mobility-Logo.svg","contentUrl":"https:\/\/datamobility.it\/wp-content\/uploads\/Data-Mobility-Logo.svg","width":247,"height":58,"caption":"Data Mobility"},"image":{"@id":"https:\/\/datamobility.it\/en\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/datamobility.it\/en\/#\/schema\/person\/0a5bb5ee8bdcaa1b40c5379ac463d5ae","name":"datamobilityadmin","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/074319857f3ae0a3da2f3b8ab51b427986ade849ea4d2c05d91e9c59b6a74b56?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/074319857f3ae0a3da2f3b8ab51b427986ade849ea4d2c05d91e9c59b6a74b56?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/074319857f3ae0a3da2f3b8ab51b427986ade849ea4d2c05d91e9c59b6a74b56?s=96&d=mm&r=g","caption":"datamobilityadmin"},"sameAs":["https:\/\/datamobility.it"],"url":"https:\/\/datamobility.it\/en\/magazine\/author\/datamobilityadmin\/"}]}},"_links":{"self":[{"href":"https:\/\/datamobility.it\/en\/wp-json\/wp\/v2\/posts\/4068","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/datamobility.it\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/datamobility.it\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/datamobility.it\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/datamobility.it\/en\/wp-json\/wp\/v2\/comments?post=4068"}],"version-history":[{"count":2,"href":"https:\/\/datamobility.it\/en\/wp-json\/wp\/v2\/posts\/4068\/revisions"}],"predecessor-version":[{"id":4071,"href":"https:\/\/datamobility.it\/en\/wp-json\/wp\/v2\/posts\/4068\/revisions\/4071"}],"wp:attachment":[{"href":"https:\/\/datamobility.it\/en\/wp-json\/wp\/v2\/media?parent=4068"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/datamobility.it\/en\/wp-json\/wp\/v2\/categories?post=4068"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/datamobility.it\/en\/wp-json\/wp\/v2\/tags?post=4068"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}