{"id":30198,"date":"2024-03-21T15:13:18","date_gmt":"2024-03-21T14:13:18","guid":{"rendered":"https:\/\/conclusionintelligence.de\/?post_type=avada_portfolio&#038;p=30198"},"modified":"2025-02-20T17:39:41","modified_gmt":"2025-02-20T16:39:41","slug":"verbesserung-der-aufsicht-ueber-die-pensionsfonds","status":"publish","type":"avada_portfolio","link":"https:\/\/conclusionintelligence.de\/de\/cases\/verbesserung-der-aufsicht-ueber-die-pensionsfonds","title":{"rendered":"Verbesserung der Aufsicht \u00fcber die Pensionsfonds"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-parallax-none nonhundred-percent-fullwidth non-hundred-percent-height-scrolling lazyload\"  style='background-color: #000000;background-position: center center;background-repeat: no-repeat;padding-top:150px;padding-right:0px;padding-bottom:150px;padding-left:0px;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;' data-bg=\"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2024\/03\/Retirement-funds-growth.jpg\"><div class=\"fusion-builder-row fusion-row \"><div  class=\"fusion-layout-column fusion_builder_column fusion_builder_column_1_1 fusion-builder-column-0 fusion-one-full fusion-column-first fusion-column-last 1_1\"  style='margin-top:15px;margin-bottom:15px;'><div class=\"fusion-column-wrapper\" style=\"padding: 0px 0px 0px 0px;background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\"   data-bg-url=\"\"><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><style type=\"text\/css\">.fusion-fullwidth.fusion-builder-row-1 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link) , .fusion-fullwidth.fusion-builder-row-1 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):before, .fusion-fullwidth.fusion-builder-row-1 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):after {color: #000000;}.fusion-fullwidth.fusion-builder-row-1 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):hover, .fusion-fullwidth.fusion-builder-row-1 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):hover:before, .fusion-fullwidth.fusion-builder-row-1 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):hover:after {color: #000000;}.fusion-fullwidth.fusion-builder-row-1 .pagination a.inactive:hover, .fusion-fullwidth.fusion-builder-row-1 .fusion-filters .fusion-filter.fusion-active a {border-color: #000000;}.fusion-fullwidth.fusion-builder-row-1 .pagination .current {border-color: #000000; background-color: #000000;}.fusion-fullwidth.fusion-builder-row-1 .fusion-filters .fusion-filter.fusion-active a, .fusion-fullwidth.fusion-builder-row-1 .fusion-date-and-formats .fusion-format-box, .fusion-fullwidth.fusion-builder-row-1 .fusion-popover, .fusion-fullwidth.fusion-builder-row-1 .tooltip-shortcode {color: #000000;}#main .fusion-fullwidth.fusion-builder-row-1 .post .blog-shortcode-post-title a:hover {color: #000000;}<\/style><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\"  style='background-color: rgba(255,255,255,0);background-position: center center;background-repeat: no-repeat;padding-top:50px;padding-right:0px;padding-bottom:50px;padding-left:0px;'><div class=\"fusion-builder-row fusion-row \"><div  class=\"fusion-layout-column fusion_builder_column fusion_builder_column_2_3 fusion-builder-column-1 fusion-two-third fusion-column-first 2_3\"  style='margin-top:15px;margin-bottom:15px;width:66.66%;width:calc(66.66% - ( ( 4% ) * 0.6666 ) );margin-right: 4%;'><div class=\"fusion-column-wrapper\" style=\"padding: 0px 0px 0px 0px;background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\"   data-bg-url=\"\"><style type=\"text\/css\"><\/style><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-one\" style=\"font-size:40px;margin-top:15px;margin-bottom:15px;\"><h1 class=\"title-heading-left\" style=\"font-family:&quot;Montserrat&quot;;font-weight:400;margin:0;font-size:1em;color:#000000;\">Verbesserung der Aufsicht \u00fcber die Pensionsfonds<\/h1><\/div><div class=\"fusion-text\"><p>In vielen L\u00e4ndern, insbesondere in den Niederlanden, m\u00fcssen Unternehmen einen Teil ihres Einkommens in die Rentenkasse ihrer Mitarbeiter einzahlen. Stellen Sie sich vor, wie nachteilig es f\u00fcr die Pensionsfonds ist, wenn Unternehmen versehentlich im falschen Sektor bei der Handelskammer (CoC) eingetragen sind! Dies k\u00f6nnte dazu f\u00fchren, dass Pensionsfonds verpflichtet werden, Renten an Arbeitnehmer zu zahlen, obwohl deren Arbeitgeber nie in den Fonds eingezahlt haben.<\/p>\n<p>Um dieses Problem zu l\u00f6sen, halfen wir einem Kunden aus der Pensionsfondsbranche, indem wir Web Scraping und maschinelle Lerntechnologien einsetzten. Unser Ziel war es, so viele Handelskammernummern wie m\u00f6glich mit den Websites der richtigen Online-Unternehmen abzugleichen. Auf diese Weise konnte unser Kunde die Unternehmen anhand von Schl\u00fcsselw\u00f6rtern analysieren, die f\u00fcr seine Branche relevant waren. Je relevanter das Schl\u00fcsselwort war, desto wahrscheinlicher war es, dass das Unternehmen zu diesem Sektor geh\u00f6rte. Durch die Vermeidung von verpassten Pr\u00e4mien konnten h\u00f6here Einnahmen erzielt werden und verbesserte Prozesse steigerten die Effizienz.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div  class=\"fusion-layout-column fusion_builder_column fusion_builder_column_1_3 fusion-builder-column-2 fusion-one-third fusion-column-last 1_3\"  style='margin-top:15px;margin-bottom:15px;width:33.33%;width:calc(33.33% - ( ( 4% ) * 0.3333 ) );'><div class=\"fusion-column-wrapper\" style=\"padding: 0px 0px 0px 0px;background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\"   data-bg-url=\"\"><div class=\"fusion-text\"><p><strong>Thema<\/strong><\/p>\n<p>Market insights<\/p>\n<p><strong>Sektor<\/strong><\/p>\n<p>Versicherung<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><style type=\"text\/css\">.fusion-fullwidth.fusion-builder-row-2 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link) , .fusion-fullwidth.fusion-builder-row-2 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):before, .fusion-fullwidth.fusion-builder-row-2 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):after {color: #000000;}.fusion-fullwidth.fusion-builder-row-2 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):hover, .fusion-fullwidth.fusion-builder-row-2 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):hover:before, .fusion-fullwidth.fusion-builder-row-2 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):hover:after {color: #000000;}.fusion-fullwidth.fusion-builder-row-2 .pagination a.inactive:hover, .fusion-fullwidth.fusion-builder-row-2 .fusion-filters .fusion-filter.fusion-active a {border-color: #000000;}.fusion-fullwidth.fusion-builder-row-2 .pagination .current {border-color: #000000; background-color: #000000;}.fusion-fullwidth.fusion-builder-row-2 .fusion-filters .fusion-filter.fusion-active a, .fusion-fullwidth.fusion-builder-row-2 .fusion-date-and-formats .fusion-format-box, .fusion-fullwidth.fusion-builder-row-2 .fusion-popover, .fusion-fullwidth.fusion-builder-row-2 .tooltip-shortcode {color: #000000;}#main .fusion-fullwidth.fusion-builder-row-2 .post .blog-shortcode-post-title a:hover {color: #000000;}<\/style><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\"  style='background-color: #f4f6f8;background-position: center center;background-repeat: no-repeat;padding-top:50px;padding-right:0px;padding-bottom:50px;padding-left:0px;'><div class=\"fusion-builder-row fusion-row \"><div  class=\"fusion-layout-column fusion_builder_column fusion_builder_column_1_2 fusion-builder-column-3 fusion-one-half fusion-column-first 1_2\"  style='margin-top:15px;margin-bottom:15px;width:50%;width:calc(50% - ( ( 4% ) * 0.5 ) );margin-right: 4%;'><div class=\"fusion-column-wrapper\" style=\"padding: 0px 0px 0px 0px;background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\"   data-bg-url=\"\"><style type=\"text\/css\"><\/style><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"font-size:25px;margin-top:15px;margin-bottom:15px;\"><h3 class=\"title-heading-left\" style=\"margin:0;font-size:1em;color:#000000;\">Das Konzept<\/h3><\/div><div class=\"fusion-text\"><p>Der Rentenbeitrag, den Unternehmen zahlen m\u00fcssen, h\u00e4ngt von der Branche ab, in der sie t\u00e4tig sind. Durch die Verwischung der Branchengrenzen sind heute viele Unternehmen versehentlich in einer falschen Kategorie bei der Handelskammer eingetragen. Dies kann dazu f\u00fchren, dass die Rentenkassen Renten an Arbeitnehmer zahlen m\u00fcssen, f\u00fcr die nie Beitr\u00e4ge gezahlt wurden. Dadurch besteht die Gefahr, dass den Pensionskassen j\u00e4hrlich bis zu 4.000 \u2013 5.000 \u20ac pro Arbeitnehmer an Einnahmen entgehen. Dies f\u00fchrte zu der Frage: \u201eWie k\u00f6nnen wir unseren Kunden helfen, Unternehmen, die diesen Verpflichtungen nachkommen m\u00fcssen, automatisch zu erkennen?\u201c.<\/p>\n<\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-full-width-sep sep-double\" style=\"border-color:#ebedea;border-top-width:0px;border-bottom-width:0px;margin-left: auto;margin-right: auto;margin-top:25px;\"><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div  class=\"fusion-layout-column fusion_builder_column fusion_builder_column_1_2 fusion-builder-column-4 fusion-one-half fusion-column-last 1_2\"  style='margin-top:15px;margin-bottom:15px;width:50%;width:calc(50% - ( ( 4% ) * 0.5 ) );'><div class=\"fusion-column-wrapper\" style=\"padding: 0px 0px 0px 0px;background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\"   data-bg-url=\"\"><style type=\"text\/css\"><\/style><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"font-size:25px;margin-top:15px;margin-bottom:15px;\"><h3 class=\"title-heading-left\" style=\"margin:0;font-size:1em;color:#000000;\">Herausforderungen<\/h3><\/div><div class=\"fusion-text\"><p>F\u00fcr dieses Projekt mussten wir so viele Handelskammer-Nummern wie m\u00f6glich mit den entsprechenden Unternehmens-Websites verkn\u00fcpfen. Auf diese Weise konnten wir die Websites der einzelnen Unternehmen automatisch auf bestimmte Schl\u00fcsselw\u00f6rter \u00fcberpr\u00fcfen, die auf die Branche des Unternehmens hinwiesen. Je mehr dieser Schl\u00fcsselw\u00f6rter mit der Branche \u00fcbereinstimmten, desto sicherer konnten wir sein, dass das Unternehmen zu dieser Branche geh\u00f6rte. Um die Genauigkeit dieses Tools zu testen und zu verfeinern, verwendeten wir ein maschinelles Lernmodell, das auf einem Datensatz von 2.000 Unternehmenswebsites trainiert wurde. Da Website-Scraping und maschinelles Lernen sehr rechenintensiv sind, insbesondere bei gro\u00dfen Datenmengen, haben wir uns f\u00fcr Cloud-Computing-Dienste entschieden, um eine hohe Leistung und Skalierbarkeit zu gew\u00e4hrleisten.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><style type=\"text\/css\">.fusion-fullwidth.fusion-builder-row-3 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link) , .fusion-fullwidth.fusion-builder-row-3 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):before, .fusion-fullwidth.fusion-builder-row-3 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):after {color: #000000;}.fusion-fullwidth.fusion-builder-row-3 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):hover, .fusion-fullwidth.fusion-builder-row-3 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):hover:before, .fusion-fullwidth.fusion-builder-row-3 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):hover:after {color: #000000;}.fusion-fullwidth.fusion-builder-row-3 .pagination a.inactive:hover, .fusion-fullwidth.fusion-builder-row-3 .fusion-filters .fusion-filter.fusion-active a {border-color: #000000;}.fusion-fullwidth.fusion-builder-row-3 .pagination .current {border-color: #000000; background-color: #000000;}.fusion-fullwidth.fusion-builder-row-3 .fusion-filters .fusion-filter.fusion-active a, .fusion-fullwidth.fusion-builder-row-3 .fusion-date-and-formats .fusion-format-box, .fusion-fullwidth.fusion-builder-row-3 .fusion-popover, .fusion-fullwidth.fusion-builder-row-3 .tooltip-shortcode {color: #000000;}#main .fusion-fullwidth.fusion-builder-row-3 .post .blog-shortcode-post-title a:hover {color: #000000;}<\/style><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-4 nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\"  style='background-color: rgba(255,255,255,0);background-position: center center;background-repeat: no-repeat;padding-top:50px;padding-right:0px;padding-bottom:50px;padding-left:0px;'><div class=\"fusion-builder-row fusion-row \"><div  class=\"fusion-layout-column fusion_builder_column fusion_builder_column_1_2 fusion-builder-column-5 fusion-one-half fusion-column-first 1_2\"  style='margin-top:15px;margin-bottom:15px;width:50%;width:calc(50% - ( ( 4% ) * 0.5 ) );margin-right: 4%;'><div class=\"fusion-column-wrapper\" style=\"padding: 0px 0px 0px 0px;background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\"   data-bg-url=\"\"><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-full-width-sep sep-double\" style=\"border-color:#ebedea;border-top-width:0px;border-bottom-width:0px;margin-left: auto;margin-right: auto;margin-top:25px;\"><\/div><style type=\"text\/css\"><\/style><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"font-size:25px;margin-top:15px;margin-bottom:15px;\"><h3 class=\"title-heading-left\" style=\"margin:0;font-size:1em;color:#000000;\">Techniken und Technologien<\/h3><\/div><div class=\"fusion-text\"><p>Unser Team hat bei diesem Projekt die folgenden Methoden und Technologien eingesetzt<\/p>\n<\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row \"><div  class=\"fusion-layout-column fusion_builder_column fusion_builder_column_1_2 fusion-builder-nested-column-1 fusion-one-half fusion-column-first 1_2\"  style='margin-top: 15px;margin-bottom: 15px;width:50%;width:calc(50% - ( ( 4% ) * 0.5 ) );margin-right:4%;'>\n\t\t\t\t\t<div class=\"fusion-column-wrapper fusion-column-wrapper-1\" style=\"padding: 0px 0px 0px 0px;background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\" data-bg-url=\"\">\n\t\t\t\t\t\t<ul class=\"fusion-checklist fusion-checklist-1\" style=\"font-size:18px;line-height:30.6px;\"><li class=\"fusion-li-item\"><span style=\"height:30.6px;width:30.6px;margin-right:12.6px;\" class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon fa-hammer fas\" style=\"color:#e63232;\"><\/i><\/span><div class=\"fusion-li-item-content\" style=\"margin-left:43.2px;\">\n<p><strong>Web scraping<\/strong><\/p>\n<\/div><\/li><li class=\"fusion-li-item\"><span style=\"height:30.6px;width:30.6px;margin-right:12.6px;\" class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon fa-hammer fas\" style=\"color:#e63232;\"><\/i><\/span><div class=\"fusion-li-item-content\" style=\"margin-left:43.2px;\">\n<p><strong>Machine learning Modell und Algorithmen<\/strong><\/p>\n<\/div><\/li><li class=\"fusion-li-item\"><span style=\"height:30.6px;width:30.6px;margin-right:12.6px;\" class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon fa-hammer fas\" style=\"color:#e63232;\"><\/i><\/span><div class=\"fusion-li-item-content\" style=\"margin-left:43.2px;\">\n<p><strong>Microsoft Azure<\/strong><\/p>\n<\/div><\/li><\/ul>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div  class=\"fusion-layout-column fusion_builder_column fusion_builder_column_1_2 fusion-builder-column-6 fusion-one-half fusion-column-last 1_2\"  style='margin-top:15px;margin-bottom:15px;width:50%;width:calc(50% - ( ( 4% ) * 0.5 ) );'><div class=\"fusion-column-wrapper\" style=\"padding: 0px 0px 0px 0px;background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\"   data-bg-url=\"\"><span style=\"width:100%;max-width:450px;\" class=\"fusion-imageframe imageframe-none imageframe-1 hover-type-none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2024\/03\/Web-scraping-tool.png\" data-orig-src=\"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2024\/03\/Web-scraping-tool.png\" width=\"1848\" height=\"1522\" alt=\"\" title=\"Web-scraping-tool\" class=\"lazyload img-responsive wp-image-30186\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271848%27%20height%3D%271522%27%20viewBox%3D%270%200%201848%201522%27%3E%3Crect%20width%3D%271848%27%20height%3D%2731522%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2024\/03\/Web-scraping-tool-200x165.png 200w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2024\/03\/Web-scraping-tool-400x329.png 400w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2024\/03\/Web-scraping-tool-600x494.png 600w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2024\/03\/Web-scraping-tool-800x659.png 800w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2024\/03\/Web-scraping-tool-1200x988.png 1200w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2024\/03\/Web-scraping-tool.png 1848w\" data-sizes=\"auto\" data-orig-sizes=\"auto, (max-width: 800px) 100vw, 600px\" \/><\/span><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div  class=\"fusion-layout-column fusion_builder_column fusion_builder_column_2_3 fusion-builder-column-7 fusion-two-third fusion-column-first 2_3\"  style='margin-top:15px;margin-bottom:15px;width:65.3333%; margin-right: 4%;'><div class=\"fusion-column-wrapper\" style=\"padding: 0px 0px 0px 0px;background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\"   data-bg-url=\"\"><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-full-width-sep sep-double\" style=\"border-color:#ebedea;border-top-width:0px;border-bottom-width:0px;margin-left: auto;margin-right: auto;margin-top:25px;\"><\/div><style type=\"text\/css\"><\/style><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"margin-top:15px;margin-bottom:15px;\"><h3 class=\"title-heading-left\" style=\"margin:0;color:#000000;\">Ergebnisse<\/h3><\/div><div class=\"fusion-text\"><p>Die Identifizierung von Unternehmen, die keine Pr\u00e4mien zahlten, war eine gro\u00dfe Herausforderung f\u00fcr unseren Kunden. Sie erforderte manuelle Recherchen, die fehleranf\u00e4llig und zeitaufw\u00e4ndig waren. Dies brachte nicht nur Unsicherheit in den Prozess, sondern machte diesen auch zu einer m\u00fchsamen und zeitaufw\u00e4ndigen Aufgabe. Dank des Web-Scraping-Tools verf\u00fcgt unser Kunde nun \u00fcber eine intelligente und generische Datenbank. Das Tool erstellt automatisch einen nach Relevanz sortierten Bericht. Dar\u00fcber hinaus m\u00fcssen nur die wirklich relevanten Unternehmen untersucht werden, d. h. die 1 % der Online-Unternehmen, die am besten abschneiden. So k\u00f6nnen Sie schnell neue potenzielle Online-Unternehmen finden und untersuchen. Dieses Instrument verhindert auch, dass der Kunde 4.000 bis 5.000 Euro pro Mitarbeiter verliert. Schlie\u00dflich hilft dieses Tool auch dabei, potenzielle Kunden schneller zu finden, was zu einer allgemeinen Umsatzsteigerung f\u00fchrt.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><style type=\"text\/css\">.fusion-fullwidth.fusion-builder-row-4 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link) , .fusion-fullwidth.fusion-builder-row-4 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):before, .fusion-fullwidth.fusion-builder-row-4 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):after {color: #000000;}.fusion-fullwidth.fusion-builder-row-4 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):hover, .fusion-fullwidth.fusion-builder-row-4 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):hover:before, .fusion-fullwidth.fusion-builder-row-4 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):hover:after {color: #000000;}.fusion-fullwidth.fusion-builder-row-4 .pagination a.inactive:hover, .fusion-fullwidth.fusion-builder-row-4 .fusion-filters .fusion-filter.fusion-active a {border-color: #000000;}.fusion-fullwidth.fusion-builder-row-4 .pagination .current {border-color: #000000; background-color: #000000;}.fusion-fullwidth.fusion-builder-row-4 .fusion-filters .fusion-filter.fusion-active a, .fusion-fullwidth.fusion-builder-row-4 .fusion-date-and-formats .fusion-format-box, .fusion-fullwidth.fusion-builder-row-4 .fusion-popover, .fusion-fullwidth.fusion-builder-row-4 .tooltip-shortcode {color: #000000;}#main .fusion-fullwidth.fusion-builder-row-4 .post .blog-shortcode-post-title a:hover {color: #000000;}<\/style><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-5 nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\"  style='background-color: #f4f6f8;background-position: center center;background-repeat: no-repeat;padding-top:50px;padding-right:0px;padding-bottom:50px;padding-left:0px;'><div class=\"fusion-builder-row fusion-row \"><div  class=\"fusion-layout-column fusion_builder_column fusion_builder_column_1_1 fusion-builder-column-8 fusion-one-full fusion-column-first fusion-column-last 1_1\"  style='margin-top:15px;margin-bottom:15px;'><div class=\"fusion-column-wrapper\" style=\"padding: 0px 0px 0px 0px;background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\"   data-bg-url=\"\"><style type=\"text\/css\"><\/style><div class=\"fusion-title title fusion-title-6 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"font-size:50px;margin-top:15px;margin-bottom:15px;\"><h2 class=\"title-heading-left\" style=\"font-family:&quot;Source Serif 4&quot;;font-weight:400;margin:0;font-size:1em;\"><i>M\u00f6chten Sie mehr sehen?<\/i><\/h2><\/div><style type=\"text\/css\"><\/style><div class=\"fusion-title title fusion-title-7 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"margin-top:15px;margin-bottom:15px;\"><h2 class=\"title-heading-left\" style=\"margin:0;color:#1369af;\">ANDERE PROJEKTE<\/h2><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div  class=\"fusion-layout-column fusion_builder_column fusion_builder_column_1_1 fusion-builder-column-9 fusion-one-full fusion-column-first fusion-column-last 1_1\"  style='margin-top:15px;margin-bottom:15px;'><div class=\"fusion-column-wrapper\" style=\"padding: 0px 0px 0px 0px;background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\"   data-bg-url=\"\"><style type=\"text\/css\">.fusion-portfolio-wrapper#fusion-portfolio-1 .fusion-portfolio-content{  text-align: left; }<\/style><div class=\"fusion-recent-works fusion-portfolio-element fusion-portfolio fusion-portfolio-1 fusion-portfolio-grid fusion-portfolio-paging-none fusion-portfolio-three fusion-portfolio-unboxed fusion-portfolio-text fusion-portfolio-equal-heights\" data-id=\"-rw-1\" data-columns=\"three\"><style type=\"text\/css\">.fusion-portfolio-1 .fusion-portfolio-wrapper .fusion-col-spacing{padding:15px;}<\/style><div class=\"fusion-portfolio-wrapper\" id=\"fusion-portfolio-1\" data-picturesize=\"auto\" data-pages=\"8\" style=\"margin:-15px;\"><article id=\"portfolio-1-post-42688\" class=\"fusion-portfolio-post fusion-col-spacing post-42688\"><div class=\"fusion-portfolio-content-wrapper\" style=\"border:none;\"><span class=\"updated rich-snippet-hidden\">2026-03-13T13:49:13+01:00<\/span>\n\n<div  class=\"fusion-image-wrapper\" aria-haspopup=\"true\">\n\t\n\t\n\t\t<a href=\"https:\/\/conclusionintelligence.de\/de\/cases\/modernes-data-mesh-im-gesundheitswesen\" aria-label=\"Ein modernes Data Mesh f\u00fcr das Gesundheitswesen\">\n\t\t\t\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"2000\" height=\"2000\" src=\"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2026\/03\/hospital-hallway-with-motion-effect_1x1.jpg\" class=\"attachment-full size-full lazyload wp-post-image\" alt=\"\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%272000%27%20height%3D%272000%27%20viewBox%3D%270%200%202000%202000%27%3E%3Crect%20width%3D%272000%27%20height%3D%2732000%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-orig-src=\"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2026\/03\/hospital-hallway-with-motion-effect_1x1.jpg\" data-srcset=\"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2026\/03\/hospital-hallway-with-motion-effect_1x1-200x200.jpg?crop=1 200w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2026\/03\/hospital-hallway-with-motion-effect_1x1-400x400.jpg?crop=1 400w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2026\/03\/hospital-hallway-with-motion-effect_1x1-600x600.jpg?crop=1 600w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2026\/03\/hospital-hallway-with-motion-effect_1x1-800x800.jpg?crop=1 800w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2026\/03\/hospital-hallway-with-motion-effect_1x1-1200x1200.jpg?crop=1 1200w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2026\/03\/hospital-hallway-with-motion-effect_1x1.jpg 2000w\" data-sizes=\"auto\" \/>\n\t\n\n\t\t<\/a>\n\n\t\n<\/div>\n<div class=\"fusion-portfolio-content\"><h2 class=\"entry-title fusion-post-title\"><a href=\"https:\/\/conclusionintelligence.de\/de\/cases\/modernes-data-mesh-im-gesundheitswesen\">Ein modernes Data Mesh f\u00fcr das Gesundheitswesen<\/a><\/h2><div class=\"fusion-post-content\"><\/div><\/div><\/div><\/article><article id=\"portfolio-1-post-42746\" class=\"fusion-portfolio-post fusion-col-spacing post-42746\"><div class=\"fusion-portfolio-content-wrapper\" style=\"border:none;\"><span class=\"updated rich-snippet-hidden\">2026-01-22T14:53:14+01:00<\/span>\n\n<div  class=\"fusion-image-wrapper\" aria-haspopup=\"true\">\n\t\n\t\n\t\t<a href=\"https:\/\/conclusionintelligence.de\/de\/cases\/sofortige-digitale-praesenz-mit-ki-generierten-websites-ermoeglichen\" aria-label=\"Sofortige digitale Pr\u00e4senz mit KI-generierten Websites erm\u00f6glichen\">\n\t\t\t\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"2000\" height=\"2000\" src=\"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2026\/01\/AI-Generated-Website.jpg\" class=\"attachment-full size-full lazyload wp-post-image\" alt=\"\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%272000%27%20height%3D%272000%27%20viewBox%3D%270%200%202000%202000%27%3E%3Crect%20width%3D%272000%27%20height%3D%2732000%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-orig-src=\"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2026\/01\/AI-Generated-Website.jpg\" data-srcset=\"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2026\/01\/AI-Generated-Website-200x200.jpg?crop=1 200w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2026\/01\/AI-Generated-Website-400x400.jpg?crop=1 400w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2026\/01\/AI-Generated-Website-600x600.jpg?crop=1 600w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2026\/01\/AI-Generated-Website-800x800.jpg?crop=1 800w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2026\/01\/AI-Generated-Website-1200x1200.jpg?crop=1 1200w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2026\/01\/AI-Generated-Website.jpg 2000w\" data-sizes=\"auto\" \/>\n\t\n\n\t\t<\/a>\n\n\t\n<\/div>\n<div class=\"fusion-portfolio-content\"><h2 class=\"entry-title fusion-post-title\"><a href=\"https:\/\/conclusionintelligence.de\/de\/cases\/sofortige-digitale-praesenz-mit-ki-generierten-websites-ermoeglichen\">Sofortige digitale Pr\u00e4senz mit KI-generierten Websites erm\u00f6glichen<\/a><\/h2><div class=\"fusion-post-content\"><\/div><\/div><\/div><\/article><article id=\"portfolio-1-post-16250\" class=\"fusion-portfolio-post fusion-col-spacing post-16250\"><div class=\"fusion-portfolio-content-wrapper\" style=\"border:none;\"><span class=\"updated rich-snippet-hidden\">2025-07-16T12:17:18+01:00<\/span>\n\n<div  class=\"fusion-image-wrapper\" aria-haspopup=\"true\">\n\t\n\t\n\t\t<a href=\"https:\/\/conclusionintelligence.de\/de\/cases\/wachstums-potenziale-identifizieren\" aria-label=\"Wachstums-Potenziale Identifizieren\">\n\t\t\t\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"650\" height=\"650\" src=\"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2020\/11\/dsm_featured.jpg\" class=\"attachment-full size-full lazyload wp-post-image\" alt=\"\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27650%27%20height%3D%27650%27%20viewBox%3D%270%200%20650%20650%27%3E%3Crect%20width%3D%27650%27%20height%3D%273650%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-orig-src=\"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2020\/11\/dsm_featured.jpg\" data-srcset=\"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2020\/11\/dsm_featured-200x200.jpg 200w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2020\/11\/dsm_featured-400x400.jpg 400w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2020\/11\/dsm_featured-600x600.jpg 600w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2020\/11\/dsm_featured.jpg 650w\" data-sizes=\"auto\" \/>\n\t\n\n\t\t<\/a>\n\n\t\n<\/div>\n<div class=\"fusion-portfolio-content\"><h2 class=\"entry-title fusion-post-title\"><a href=\"https:\/\/conclusionintelligence.de\/de\/cases\/wachstums-potenziale-identifizieren\">Wachstums-Potenziale Identifizieren<\/a><\/h2><div class=\"fusion-post-content\"><\/div><\/div><\/div><\/article><\/div><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-full-width-sep sep-double\" style=\"border-color:#ebedea;border-top-width:0px;border-bottom-width:0px;margin-left: auto;margin-right: auto;margin-top:25px;\"><\/div><div class=\"fusion-button-wrapper fusion-aligncenter\"><style type=\"text\/css\">.fusion-button.button-1 .fusion-button-text, .fusion-button.button-1 i {color:#ffffff;}.fusion-button.button-1 .fusion-button-icon-divider{border-color:#ffffff;}.fusion-button.button-1:hover .fusion-button-text, .fusion-button.button-1:hover i,.fusion-button.button-1:focus .fusion-button-text, .fusion-button.button-1:focus i,.fusion-button.button-1:active .fusion-button-text, .fusion-button.button-1:active{color:#000000;}.fusion-button.button-1:hover .fusion-button-icon-divider, .fusion-button.button-1:hover .fusion-button-icon-divider, .fusion-button.button-1:active .fusion-button-icon-divider{border-color:#000000;}.fusion-button.button-1:hover, .fusion-button.button-1:focus, .fusion-button.button-1:active{border-color:#000000;}.fusion-button.button-1 {border-color:#000000;border-radius:0px;}.fusion-button.button-1{background: #000000;}.fusion-button.button-1:hover,.button-1:focus,.fusion-button.button-1:active{background: rgba(0,0,0,0);}<\/style><a class=\"fusion-button button-flat fusion-button-default-size button-custom button-1 fusion-button-default-span fusion-button-default-type\" target=\"_self\" href=\"https:\/\/conclusionintelligence.de\/de\/cases-index\"><span class=\"fusion-button-text\">Gehen Sie zu allen Anwendungsbeispielen <\/span><i class=\"fa-arrow-right fas button-icon-right\"><\/i><\/a><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><style type=\"text\/css\">.fusion-fullwidth.fusion-builder-row-5 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link) , .fusion-fullwidth.fusion-builder-row-5 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