{"id":3522,"date":"2023-01-31T10:06:10","date_gmt":"2023-01-31T09:06:10","guid":{"rendered":"https:\/\/patrizia.dev4.de\/?post_type=real_insights&#038;p=3522"},"modified":"2024-05-17T10:17:12","modified_gmt":"2024-05-17T08:17:12","slug":"data-enhances-the-investment-process","status":"publish","type":"real_insights","link":"https:\/\/patrizia.haraldo.dev\/de\/real_insights\/data-enhances-the-investment-process\/","title":{"rendered":"Data enhances the investment process"},"content":{"rendered":"\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lte922ek-4ba15b33747b64c7f2d436e1f0d4a012\">\n.avia-section.av-lte922ek-4ba15b33747b64c7f2d436e1f0d4a012{\nbackground-repeat:no-repeat;\nbackground-image:url(https:\/\/patrizia.haraldo.dev\/wp-content\/uploads\/Marcelo_data_RI_article_image.jpg);\nbackground-position:50% 50%;\nbackground-attachment:scroll;\nmargin-top:0px;\nmargin-bottom:0px;\n}\n<\/style>\n<div id='av_section_1'  class='avia-section av-lte922ek-4ba15b33747b64c7f2d436e1f0d4a012 header_color avia-section-no-padding avia-no-border-styling  avia-builder-el-0  el_before_av_codeblock  avia-builder-el-first  avia-full-stretch avia-bg-style-scroll av-minimum-height av-minimum-height-30vw av-height-percent_width  container_wrap fullsize'  data-section-bg-repeat='stretch' data-av_minimum_height_pc='30' data-av_min_height_opt='percent_width'><div class='container av-section-cont-open' ><main  role=\"main\" itemprop=\"mainContentOfPage\"  class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-3522'><div class='entry-content-wrapper clearfix'><\/div><\/div><\/main><!-- close content main element --><\/div><\/div><div id='after_section_1'  class='main_color av_default_container_wrap container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-3522'><div class='entry-content-wrapper clearfix'>\n\n<section  class='av_textblock_section av-lte96203-dc126903d2f00a0bda57a53717261c17 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h1>Data enhances the investment process<\/h1>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-ltg6tm67-19714fc5d6a07f501c584b9076755f6f\">\n#top .flex_column.av-ltg6tm67-19714fc5d6a07f501c584b9076755f6f{\nmargin-top:0px;\nmargin-bottom:0px;\n}\n.flex_column.av-ltg6tm67-19714fc5d6a07f501c584b9076755f6f{\nwidth:53.2%;\n}\n.responsive #top #wrap_all .flex_column.av-ltg6tm67-19714fc5d6a07f501c584b9076755f6f{\nmargin-top:0px;\nmargin-bottom:0px;\n}\n<\/style>\n<div  class='flex_column av-ltg6tm67-19714fc5d6a07f501c584b9076755f6f av_three_fifth  avia-builder-el-3  el_after_av_textblock  el_before_av_one_half  first flex_column_div  column-top-margin'     ><section  class='av_textblock_section av-lwaeoqp2-9e56d03c25c2e5e1c9f7801cf5be6929 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>by Dr. Marcelo Cajias<\/p>\n<\/div><\/section><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-ltg6xkyg-50f8750a3e1c7fea0ed005dde30a665b\">\n#top .flex_column.av-ltg6xkyg-50f8750a3e1c7fea0ed005dde30a665b{\nmargin-top:0px;\nmargin-bottom:0px;\n}\n.responsive #top #wrap_all .flex_column.av-ltg6xkyg-50f8750a3e1c7fea0ed005dde30a665b{\nmargin-top:0px;\nmargin-bottom:0px;\n}\n<\/style>\n<div  class='flex_column av-ltg6xkyg-50f8750a3e1c7fea0ed005dde30a665b av_one_half  avia-builder-el-5  el_after_av_three_fifth  el_before_av_three_fourth  first flex_column_div  '     ><\/div><\/p>\n<div class='av-column-wrapper-individual av-mobile-columns-flex av-columns-reverse'>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-ltg3231x-94aa074a67a0f36a85eda2a8c2305d1c\">\n#top .flex_column.av-ltg3231x-94aa074a67a0f36a85eda2a8c2305d1c{\nmargin-top:0px;\nmargin-bottom:0px;\n}\n.responsive #top #wrap_all .flex_column.av-ltg3231x-94aa074a67a0f36a85eda2a8c2305d1c{\nmargin-top:0px;\nmargin-bottom:0px;\n}\n<\/style>\n<div  class='flex_column av-ltg3231x-94aa074a67a0f36a85eda2a8c2305d1c av_three_fourth  avia-builder-el-7  el_after_av_one_half  el_before_av_one_fourth  first flex_column_div  column-top-margin'     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-ltmyvcju-0f172123649d7d3dfa4c6d460b8d4c65\">\n#top .av-post-metadata-container.av-ltmyvcju-0f172123649d7d3dfa4c6d460b8d4c65{\ncolor:#b2b2b2;\nmargin:60px 0 5px 0;\n}\n<\/style>\n<div  class='av-post-metadata-container av-ltmyvcju-0f172123649d7d3dfa4c6d460b8d4c65 av-metadata-container-align-left  avia-builder-el-8  el_before_av_textblock  avia-builder-el-first  real_insights-meta2 av-metadata-container-1'><div class='av-post-metadata-container-inner'><span class=\"av-post-metadata-content av-post-metadata-meta-content\"><span class=\"av-post-metadata-content av-post-metadata-published\"><span class=\"av-post-metadata-published-date\" >31. Januar 2023<\/span><\/span><\/span><\/div><\/div><br \/>\n<section  class='av_textblock_section av-ltfowa7i-1bded3df6f5697d50c75d224ae90fcc8 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock ri-teaser'  itemprop=\"text\" ><h3>The measurement of the world has advanced considerably through digitalisation. This has also increased the demands on the investment management of real estate.<\/h3>\n<\/div><\/section><br \/>\n<section  class='av_textblock_section av-i1qe5p-d417408c83de0c4af5c879114ac699bb '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>Today, a comprehensive valuation of a property takes into account not only its features, but also the surrounding area to a much greater extent and in greater detail than was the case just a few years ago. The scope and quality of location-based data and the possibilities for evaluating them have improved enormously.<\/p>\n<p>These days, it is possible to determine much more precisely what characterises a good location for which tenant group and, above all, how the respective location will develop in the future. This gives investment managers important insights into where investments are particularly promising and how properties can best be developed. The search for the best location, therefore, becomes considerably more precise.<\/p>\n<\/div><\/section><\/p><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-ltfp5x23-57a1f9d161345c95e1344345e05bbfe4\">\n#top .flex_column.av-ltfp5x23-57a1f9d161345c95e1344345e05bbfe4{\nmargin-top:0px;\nmargin-bottom:0px;\n}\n.responsive #top #wrap_all .flex_column.av-ltfp5x23-57a1f9d161345c95e1344345e05bbfe4{\nmargin-top:0px;\nmargin-bottom:0px;\n}\n<\/style>\n<div  class='flex_column av-ltfp5x23-57a1f9d161345c95e1344345e05bbfe4 av_one_fourth  avia-builder-el-11  el_after_av_three_fourth  el_before_av_one_full  ri-inhaltsverzeichnis flex_column_div  column-top-margin'     ><p><div  class='avia-builder-widget-area clearfix  avia-builder-el-12  el_before_av_social_share  avia-builder-el-first '><div id=\"avia_auto_toc-2\" class=\"widget clearfix avia-widget-container avia_auto_toc avia_no_block_preview\"><div class=\"avia-preview-headline\">NeoDesign Table of Contents<\/div><div class=\"avia-preview-info\">Titel: Inhaltsverzeichnis:<\/div><div class=\"avia-preview-in-front\">Table can only be rendered in frontend.<\/div><\/div><\/div><br \/>\n<div  class='av-social-sharing-box av-ltegg3rr-c727199f5d672709402708ebfbb4e7e0 av-social-sharing-box-default  avia-builder-el-13  el_after_av_sidebar  avia-builder-el-last  av-social-sharing-box-fullwidth'><div class=\"av-share-box\"><h5 class='av-share-link-description av-no-toc '>Insight teilen<\/h5><ul class=\"av-share-box-list noLightbox\"><li class='av-share-link av-social-link-square-x-twitter avia_social_iconfont' ><a target=\"_blank\" aria-label=\"Share on X\" href='https:\/\/twitter.com\/share?text=Data%20enhances%20the%20investment%20process&#038;url=https:\/\/patrizia.haraldo.dev\/de\/?p=3522' data-av_icon='\ue933' data-av_iconfont='entypo-fontello'  title='' data-avia-related-tooltip='Share on X'><span class='avia_hidden_link_text'>Share on X<\/span><\/a><\/li><li class='av-share-link av-social-link-linkedin avia_social_iconfont' ><a target=\"_blank\" aria-label=\"Teilen auf LinkedIn\" href='https:\/\/linkedin.com\/shareArticle?mini=true&#038;title=Data%20enhances%20the%20investment%20process&#038;url=https:\/\/patrizia.haraldo.dev\/de\/real_insights\/data-enhances-the-investment-process\/' data-av_icon='\ue8fc' data-av_iconfont='entypo-fontello'  title='' data-avia-related-tooltip='Teilen auf LinkedIn'><span class='avia_hidden_link_text'>Teilen auf LinkedIn<\/span><\/a><\/li><li class='av-share-link av-social-link-mail avia_social_iconfont' ><a  aria-label=\"Per E-Mail teilen\" href='mailto:?subject=Data%20enhances%20the%20investment%20process&#038;body=https:\/\/patrizia.haraldo.dev\/de\/real_insights\/data-enhances-the-investment-process\/' data-av_icon='\ue805' data-av_iconfont='entypo-fontello'  title='' data-avia-related-tooltip='Per E-Mail teilen'><span class='avia_hidden_link_text'>Per E-Mail teilen<\/span><\/a><\/li><\/ul><\/div><\/div><\/p><\/div><\/div><!--close flex column wrapper. Autoclose: 1 -->\n<div class='flex_column_table av-ltfmn3p6-525523504116da9e209f4e1cca5d7e8a sc-av_one_full av-equal-height-column-flextable'><div  class='flex_column av-ltfmn3p6-525523504116da9e209f4e1cca5d7e8a av_one_full  avia-builder-el-14  el_after_av_one_fourth  el_before_av_two_fifth  first flex_column_table_cell av-equal-height-column av-align-middle  column-top-margin'     ><section  class='av_textblock_section av-ltfntrfd-6fe44dd61a46edef4d9797f8645b4ea6 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h2>Determining attractive locations<\/h2>\n<p>Today, a wealth of location-related data on cities and sites is available. Data on public transport, schools, green spaces, shops, restaurants, playgrounds and other important amenities are available through data providers and online map services. More than 250,000 data points for London, more than 400,000 for Paris or 56,000 for Munich, for example, flow into PATRIZIA&#8217;s database, which currently comprises more than 25 million data points &#8211; and the data is evolving.<\/p>\n<p>To aid analysis, this location-based database is enriched with key statistics on the real estate market, as well as socio-economic information. The evaluation requires a structured collection of data, as well as IT systems with sufficient computing power. The greater challenge, however, is how to intelligently evaluate this extensive database.<\/p>\n<p>This requires a proprietary methodology analysis with meaningful variables, like the one PATRIZIA has developed for its investment management. Artificial intelligence (AI) methods are superior to classic regression analyses, as they can better map the dynamics in the real estate market.<\/p>\n<\/div><\/section><\/div><\/div><!--close column table wrapper. Autoclose: 1 -->\n<div class='flex_column_table av-ltfmkbpj-f63100de877845fe1b469b71f6d46073 sc-av_two_fifth av-equal-height-column-flextable'>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-ltfmkbpj-f63100de877845fe1b469b71f6d46073\">\n.flex_column.av-ltfmkbpj-f63100de877845fe1b469b71f6d46073{\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-ltfmkbpj-f63100de877845fe1b469b71f6d46073 av_two_fifth  avia-builder-el-16  el_after_av_one_full  el_before_av_three_fifth  first flex_column_table_cell av-equal-height-column av-align-middle av-zero-column-padding  column-top-margin'     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lvm659ao-2b32aaafe1cc22cd0300d20eb0381680\">\n.avia-image-container.av-lvm659ao-2b32aaafe1cc22cd0300d20eb0381680 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-lvm659ao-2b32aaafe1cc22cd0300d20eb0381680 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-lvm659ao-2b32aaafe1cc22cd0300d20eb0381680 av-styling- avia-align-center  avia-builder-el-17  avia-builder-el-no-sibling '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-3526 avia-img-lazy-loading-not-3526 avia_image ' src=\"https:\/\/patrizia.haraldo.dev\/wp-content\/uploads\/Bicycle.jpg\" alt='' title='Bicycle'  height=\"1280\" width=\"1920\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/patrizia.haraldo.dev\/wp-content\/uploads\/Bicycle.jpg 1920w, https:\/\/patrizia.haraldo.dev\/wp-content\/uploads\/Bicycle-300x200.jpg 300w, https:\/\/patrizia.haraldo.dev\/wp-content\/uploads\/Bicycle-1030x687.jpg 1030w, https:\/\/patrizia.haraldo.dev\/wp-content\/uploads\/Bicycle-768x512.jpg 768w, https:\/\/patrizia.haraldo.dev\/wp-content\/uploads\/Bicycle-1536x1024.jpg 1536w, https:\/\/patrizia.haraldo.dev\/wp-content\/uploads\/Bicycle-705x470.jpg 705w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/><\/div><\/div><\/div><\/div>\n<div class='av-flex-placeholder'><\/div><div  class='flex_column av-ltfmjzn2-5c383dda28843d1fa58d0b887a385aad av_three_fifth  avia-builder-el-18  el_after_av_two_fifth  el_before_av_two_third  flex_column_table_cell av-equal-height-column av-align-middle  column-top-margin'     ><section  class='av_textblock_section av-lvm65rq9-a6277961bd3ff7b462d6635f595096e1 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>The concept of the \u201815-minute city\u2019 by the French-Colombian urban developer, Carlos Moreno, for example, offers a starting point for the analysis of residential real estate. According to the concept, a location is attractive if important facilities &#8211; for example, for education, work, mobility and local recreation &#8211; can be reached within 15 minutes on foot or by bicycle.<\/p>\n<p>Such accessibility can be determined by location-specific data which will help determine the attractiveness of any residential location. The decisive factor here is the weighting of the individual criteria \u2013 for example, what influence a nearby school has on the attractiveness of the respective residential location compared to an easily accessible supermarket or a park.<\/p>\n<p>The input of local investment managers is important for such a weighting system. For example, special cases that are not recorded on the databases, such as famous neighbours or country-specific differences, such as the proximity to caf\u00e9s in Madrid or to pubs in English cities, can increase the value of a location.<\/p>\n<\/div><\/section><\/div><\/div><!--close column table wrapper. Autoclose: 1 -->\n<div class='flex_column_table av-ltfmsk4y-408758eb01ce83f367531639242a54ce sc-av_two_third av-equal-height-column-flextable'>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-ltfmsk4y-408758eb01ce83f367531639242a54ce\">\n#top .flex_column_table.av-equal-height-column-flextable.av-ltfmsk4y-408758eb01ce83f367531639242a54ce{\nmargin-top:30px;\nmargin-bottom:30px;\n}\n<\/style>\n<div  class='flex_column av-ltfmsk4y-408758eb01ce83f367531639242a54ce av_two_third  avia-builder-el-20  el_after_av_three_fifth  el_before_av_one_third  first flex_column_table_cell av-equal-height-column av-align-middle  '     ><section  class='av_textblock_section av-5mp2l9-9fd8f8265683edde8404df6cd190b477 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h2>Artificial intelligence plus investment experience<\/h2>\n<p>With the help of automated analysis, investment managers receive an assessment of how attractive any given location is within a few minutes. This value can be compared with the rent level which can reveal an over\/undervaluation, measured by the attractiveness of the location.<\/p>\n<p>In addition to the overall value, the metrics aligned to the principles of the 15-minute city are particularly informative here. The data can drill down into how attractive a location is for different tenant groups which can inform which types of properties are in most demand. Over time, development dynamics in the respective city crystallise. It becomes apparent which districts have become more attractive and where there is potential for further improvement of the residential environment.<\/p>\n<p>The analyses are important decision-making aids for investment managers. They form part of the due diligence for any investment decision. Regular trend analyses can also highlight anomalies and differences in valuation. They help, therefore, to identify investment potential and to develop new investment ideas.<\/p>\n<\/div><\/section><\/div>\n<div class='av-flex-placeholder'><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lteb137h-7181d33a05ae648590568e55576b12d5\">\n#top .flex_column_table.av-equal-height-column-flextable.av-lteb137h-7181d33a05ae648590568e55576b12d5{\nmargin-top:30px;\nmargin-bottom:30px;\n}\n<\/style>\n<div  class='flex_column av-lteb137h-7181d33a05ae648590568e55576b12d5 av_one_third  avia-builder-el-22  el_after_av_two_third  el_before_av_one_full  real_insights-zitat flex_column_table_cell av-equal-height-column av-align-middle  '     ><div  class='avia-testimonial-wrapper av-lvm67jae-23c8ab83c99aab97f775e3a9d4632b87 avia-grid-testimonials avia-grid-1-testimonials avia_animate_when_almost_visible av-minimal-grid-style av-boxed-grid-style' >\n<section class=\"avia-testimonial-row\"><div class='avia-testimonial av-lvm67h4p-f4221500cb1d421a8a869f682f679f27 avia-testimonial-row-1 avia-first-testimonial flex_column no_margin av_one_full'><div class='avia-testimonial_inner'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia-testimonial-content '><div class='avia-testimonial-markup-entry-content'  itemprop=\"text\" ><p>The AI alone, however, is not enough and expert interpretation by the investment manager is crucial.<\/p>\n<\/div><\/div><div class=\"avia-testimonial-meta\"><div class=\"avia-testimonial-arrow-wrap\"><div class=\"avia-arrow\"><\/div><\/div><div class='avia-testimonial-meta-mini'  itemprop=\"author\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/Person\" ><\/div><\/div><\/div><\/div><\/section>\n<\/div><\/div><\/div><!--close column table wrapper. Autoclose: 1 -->\n<div class='flex_column_table av-lvm6876h-4dfa3084650b30d7601baacf573593aa sc-av_one_full av-equal-height-column-flextable'>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lvm6876h-4dfa3084650b30d7601baacf573593aa\">\n#top .flex_column_table.av-equal-height-column-flextable.av-lvm6876h-4dfa3084650b30d7601baacf573593aa{\nmargin-top:00px;\nmargin-bottom:00px;\n}\n<\/style>\n<div  class='flex_column av-lvm6876h-4dfa3084650b30d7601baacf573593aa av_one_full  avia-builder-el-24  el_after_av_one_third  el_before_av_hr  first flex_column_table_cell av-equal-height-column av-align-middle  column-top-margin'     ><section  class='av_textblock_section av-lvm68f3h-9b248a311eec5060c54d22ca6b9e2090 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>The AI alone, however, is not enough and expert interpretation by the investment manager is crucial. For example, if an investment manager is looking for locations for a project development, less-developed locations, which would be highlighted as less attractive, may offer opportunities not captured by the data.<\/p>\n<p>The possibilities of data analysis go far beyond evaluating the environment for residential properties. Other asset classes, such as offices or retirement homes, also benefit from it. Data analysis is a helpful tool for investment managers when identifying attractive real estate investment opportunities in keeping with growing demand in the sector.<\/p>\n<\/div><\/section><\/div><\/div><!--close column table wrapper. Autoclose: 1 -->\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-ltmyue6h-a5793e9c3f9b78be021854e0bb5231b9\">\n#top .hr.av-ltmyue6h-a5793e9c3f9b78be021854e0bb5231b9{\nmargin-top:30px;\nmargin-bottom:30px;\n}\n.hr.av-ltmyue6h-a5793e9c3f9b78be021854e0bb5231b9 .hr-inner{\nwidth:100%;\nborder-color:#000000;\n}\n<\/style>\n<div  class='hr av-ltmyue6h-a5793e9c3f9b78be021854e0bb5231b9 hr-custom  avia-builder-el-26  el_after_av_one_full  avia-builder-el-last  hr-center hr-icon-no'><span class='hr-inner inner-border-av-border-thin'><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n","protected":false},"excerpt":{"rendered":"<p><span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Lesedauer<\/span> <span class=\"rt-time\"> 10<\/span> <span class=\"rt-label rt-postfix\">Minuten<\/span><\/span><\/p>\n","protected":false},"author":17,"featured_media":3523,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[60,33],"tags":[142,133,119,120,143,75,83],"ri-category":[],"coauthors":[156],"class_list":["post-3522","real_insights","type-real_insights","status-publish","format-standard","has-post-thumbnail","hentry","category-real-investments","category-real_insights","tag-15-minute-cities","tag-artificial-intelligence","tag-data-analytics","tag-digitalisation","tag-investing","tag-investment-en","tag-living-cities"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - 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