{"id":7181,"date":"2026-05-13T10:19:10","date_gmt":"2026-05-13T08:19:10","guid":{"rendered":"https:\/\/www.singular-it.de\/?page_id=7181"},"modified":"2026-05-13T10:19:10","modified_gmt":"2026-05-13T08:19:10","slug":"business-intelligence-consulting-2","status":"publish","type":"page","link":"https:\/\/www.singular-it.de\/en\/services\/business-intelligence-consulting-2","title":{"rendered":"Business Intelligence Consulting"},"content":{"rendered":"\n<div class=\"wp-block-cover alignfull header-cover\" style=\"min-height:60vw;aspect-ratio:unset;\"><img decoding=\"async\" width=\"1920\" height=\"1280\" sizes=\"(max-width: 799px) 200vw, (max-width: 1920px) 100vw, 1920px\" class=\"wp-block-cover__image-background wp-image-7165 size-full\" alt=\"\" src=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/05\/denny-muller-JyRTi3LoQnc-unsplash.jpg\" data-object-fit=\"cover\" srcset=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/05\/denny-muller-JyRTi3LoQnc-unsplash.jpg 1920w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/05\/denny-muller-JyRTi3LoQnc-unsplash-300x200.jpg 300w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/05\/denny-muller-JyRTi3LoQnc-unsplash-1024x683.jpg 1024w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/05\/denny-muller-JyRTi3LoQnc-unsplash-768x512.jpg 768w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/05\/denny-muller-JyRTi3LoQnc-unsplash-1536x1024.jpg 1536w\" \/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-primary-background-color has-background-dim-80 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container has-global-padding is-layout-constrained wp-block-cover-is-layout-constrained\">\n<h1 class=\"wp-block-heading alignwide has-text-align-left has-background-color has-text-color has-huge-font-size\">KI &amp; Data Science im Glasfaserausbau<\/h1>\n\n\n\n<h2 class=\"wp-block-heading alignwide has-text-align-left has-background-color has-text-color has-heading-3-font-size\"><strong>Wie KI, Data Science und Automatisierung Planung, Tiefbau und Kundenakquise skalierbar machen<\/strong><\/h2>\n\n\n\n<div class=\"wp-block-buttons alignwide mobile-column is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-inverted\"><a class=\"wp-block-button__link wp-element-button\" href=\"#Einleitung\">Welche Hebel gibt es?<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-inverted\"><a class=\"wp-block-button__link wp-element-button\" href=\"#Ansprechperson\">Direkt Kontakt aufnehmen<\/a><\/div>\n<\/div>\n<\/div><\/div>\n\n<main class=\"wp-block-group alignfull is-layout-flow wp-block-group-is-layout-flow\">\n<div style=\"height:90px\" aria-hidden=\"true\" id=\"Einleitung\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-d0b3c9c8 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33%\">\n<div class=\"wp-block-gb-lottiefiles\" style=\"background-color:transparent\"><lottie-player id=\"rwnxmeqn\" interactivitytype=\"none\" interactivitymode=\"none\" visibilitystart=\"0\" visibilityend=\"1\" framesstart=\"0\" framesend=\"25\" rest=\"{&quot;autoplay&quot;:true,&quot;loop&quot;:true,&quot;controls&quot;:null}\" totalframes=\"25\" mode=\"normal\" src=\"{&quot;nm&quot;:&quot;shapes animation&quot;,&quot;ddd&quot;:0,&quot;h&quot;:500,&quot;w&quot;:500,&quot;meta&quot;:{&quot;g&quot;:&quot;@lottiefiles\/toolkit-js 0.33.2&quot;},&quot;layers&quot;:[{&quot;ty&quot;:3,&quot;nm&quot;:&quot;Null 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1&quot;,&quot;c&quot;:{&quot;a&quot;:0,&quot;k&quot;:[0.6941,0.3569,0.1176],&quot;ix&quot;:4},&quot;r&quot;:1,&quot;o&quot;:{&quot;a&quot;:0,&quot;k&quot;:100,&quot;ix&quot;:5}},{&quot;ty&quot;:&quot;tr&quot;,&quot;a&quot;:{&quot;a&quot;:0,&quot;k&quot;:[0,0],&quot;ix&quot;:1},&quot;s&quot;:{&quot;a&quot;:0,&quot;k&quot;:[100,100],&quot;ix&quot;:3},&quot;sk&quot;:{&quot;a&quot;:0,&quot;k&quot;:0,&quot;ix&quot;:4},&quot;p&quot;:{&quot;a&quot;:0,&quot;k&quot;:[0,0],&quot;ix&quot;:2},&quot;r&quot;:{&quot;a&quot;:0,&quot;k&quot;:0,&quot;ix&quot;:6},&quot;sa&quot;:{&quot;a&quot;:0,&quot;k&quot;:0,&quot;ix&quot;:5},&quot;o&quot;:{&quot;a&quot;:0,&quot;k&quot;:100,&quot;ix&quot;:7}}]},{&quot;ty&quot;:&quot;gr&quot;,&quot;bm&quot;:0,&quot;hd&quot;:false,&quot;mn&quot;:&quot;ADBE Vector Group&quot;,&quot;nm&quot;:&quot;Shape 1&quot;,&quot;ix&quot;:3,&quot;cix&quot;:2,&quot;np&quot;:3,&quot;it&quot;:[{&quot;ty&quot;:&quot;sh&quot;,&quot;bm&quot;:0,&quot;hd&quot;:false,&quot;mn&quot;:&quot;ADBE Vector Shape - Group&quot;,&quot;nm&quot;:&quot;Path 1&quot;,&quot;ix&quot;:1,&quot;d&quot;:1,&quot;ks&quot;:{&quot;a&quot;:0,&quot;k&quot;:{&quot;c&quot;:true,&quot;i&quot;:[[0,0],[0,0],[0,0],[0,0]],&quot;o&quot;:[[0,0],[0,0],[0,0],[0,0]],&quot;v&quot;:[[55.5,100.25],[-60.5,167.25],[-60,303.5],[56,235.25]]},&quot;ix&quot;:2}},{&quot;ty&quot;:&quot;fl&quot;,&quot;bm&quot;:0,&quot;hd&quot;:false,&quot;mn&quot;:&quot;ADBE Vector Graphic - Fill&quot;,&quot;nm&quot;:&quot;Fill 1&quot;,&quot;c&quot;:{&quot;a&quot;:0,&quot;k&quot;:[0.9373,0.4902,0.1608],&quot;ix&quot;:4},&quot;r&quot;:1,&quot;o&quot;:{&quot;a&quot;:0,&quot;k&quot;:100,&quot;ix&quot;:5}},{&quot;ty&quot;:&quot;tr&quot;,&quot;a&quot;:{&quot;a&quot;:0,&quot;k&quot;:[0,0],&quot;ix&quot;:1},&quot;s&quot;:{&quot;a&quot;:0,&quot;k&quot;:[100,100],&quot;ix&quot;:3},&quot;sk&quot;:{&quot;a&quot;:0,&quot;k&quot;:0,&quot;ix&quot;:4},&quot;p&quot;:{&quot;a&quot;:0,&quot;k&quot;:[0,0],&quot;ix&quot;:2},&quot;r&quot;:{&quot;a&quot;:0,&quot;k&quot;:0,&quot;ix&quot;:6},&quot;sa&quot;:{&quot;a&quot;:0,&quot;k&quot;:0,&quot;ix&quot;:5},&quot;o&quot;:{&quot;a&quot;:0,&quot;k&quot;:100,&quot;ix&quot;:7}}]}],&quot;ind&quot;:9},{&quot;ty&quot;:4,&quot;nm&quot;:&quot;Shape Layer 10&quot;,&quot;sr&quot;:1,&quot;st&quot;:0,&quot;op&quot;:180,&quot;ip&quot;:20,&quot;hd&quot;:false,&quot;ddd&quot;:0,&quot;bm&quot;:0,&quot;hasMask&quot;:false,&quot;ao&quot;:0,&quot;ks&quot;:{&quot;a&quot;:{&quot;a&quot;:0,&quot;k&quot;:[-60.938,168.563,0],&quot;ix&quot;:1},&quot;s&quot;:{&quot;a&quot;:0,&quot;k&quot;:[100,100,100],&quot;ix&quot;:6},&quot;sk&quot;:{&quot;a&quot;:0,&quot;k&quot;:0},&quot;p&quot;:{&quot;a&quot;:1,&quot;k&quot;:[{&quot;o&quot;:{&quot;x&quot;:0.333,&quot;y&quot;:0},&quot;i&quot;:{&quot;x&quot;:0.667,&quot;y&quot;:1},&quot;s&quot;:[597.938,509.063,0],&quot;t&quot;:0,&quot;ti&quot;:[0,0,0],&quot;to&quot;:[0,0,0]},{&quot;o&quot;:{&quot;x&quot;:0.333,&quot;y&quot;:0},&quot;i&quot;:{&quot;x&quot;:0.667,&quot;y&quot;:1},&quot;s&quot;:[712.313,442.938,0],&quot;t&quot;:20,&quot;ti&quot;:[0,0,0],&quot;to&quot;:[0,0,0]},{&quot;s&quot;:[600.813,376.438,0],&quot;t&quot;:37}],&quot;ix&quot;:2},&quot;r&quot;:{&quot;a&quot;:0,&quot;k&quot;:0,&quot;ix&quot;:10},&quot;sa&quot;:{&quot;a&quot;:0,&quot;k&quot;:0},&quot;o&quot;:{&quot;a&quot;:0,&quot;k&quot;:100,&quot;ix&quot;:11}},&quot;ef&quot;:[],&quot;shapes&quot;:[{&quot;ty&quot;:&quot;gr&quot;,&quot;bm&quot;:0,&quot;hd&quot;:false,&quot;mn&quot;:&quot;ADBE Vector Group&quot;,&quot;nm&quot;:&quot;Shape 3&quot;,&quot;ix&quot;:1,&quot;cix&quot;:2,&quot;np&quot;:3,&quot;it&quot;:[{&quot;ty&quot;:&quot;sh&quot;,&quot;bm&quot;:0,&quot;hd&quot;:false,&quot;mn&quot;:&quot;ADBE Vector Shape - Group&quot;,&quot;nm&quot;:&quot;Path 1&quot;,&quot;ix&quot;:1,&quot;d&quot;:1,&quot;ks&quot;:{&quot;a&quot;:0,&quot;k&quot;:{&quot;c&quot;:true,&quot;i&quot;:[[0,0],[0,0],[0,0],[0,0]],&quot;o&quot;:[[0,0],[0,0],[0,0],[0,0]],&quot;v&quot;:[[-60.125,33.625],[-176.875,100],[-60.125,167.5],[55.75,100.375]]},&quot;ix&quot;:2}},{&quot;ty&quot;:&quot;fl&quot;,&quot;bm&quot;:0,&quot;hd&quot;:false,&quot;mn&quot;:&quot;ADBE Vector Graphic - Fill&quot;,&quot;nm&quot;:&quot;Fill 1&quot;,&quot;c&quot;:{&quot;a&quot;:0,&quot;k&quot;:[0.9098,0.3059,0.0588],&quot;ix&quot;:4},&quot;r&quot;:1,&quot;o&quot;:{&quot;a&quot;:0,&quot;k&quot;:100,&quot;ix&quot;:5}},{&quot;ty&quot;:&quot;tr&quot;,&quot;a&quot;:{&quot;a&quot;:0,&quot;k&quot;:[0,0],&quot;ix&quot;:1},&quot;s&quot;:{&quot;a&quot;:0,&quot;k&quot;:[100,100],&quot;ix&quot;:3},&quot;sk&quot;:{&quot;a&quot;:0,&quot;k&quot;:0,&quot;ix&quot;:4},&quot;p&quot;:{&quot;a&quot;:0,&quot;k&quot;:[0,0],&quot;ix&quot;:2},&quot;r&quot;:{&quot;a&quot;:0,&quot;k&quot;:0,&quot;ix&quot;:6},&quot;sa&quot;:{&quot;a&quot;:0,&quot;k&quot;:0,&quot;ix&quot;:5},&quot;o&quot;:{&quot;a&quot;:0,&quot;k&quot;:100,&quot;ix&quot;:7}}]},{&quot;ty&quot;:&quot;gr&quot;,&quot;bm&quot;:0,&quot;hd&quot;:false,&quot;mn&quot;:&quot;ADBE Vector Group&quot;,&quot;nm&quot;:&quot;Shape 2&quot;,&quot;ix&quot;:2,&quot;cix&quot;:2,&quot;np&quot;:3,&quot;it&quot;:[{&quot;ty&quot;:&quot;sh&quot;,&quot;bm&quot;:0,&quot;hd&quot;:false,&quot;mn&quot;:&quot;ADBE Vector Shape - Group&quot;,&quot;nm&quot;:&quot;Path 1&quot;,&quot;ix&quot;:1,&quot;d&quot;:1,&quot;ks&quot;:{&quot;a&quot;:0,&quot;k&quot;:{&quot;c&quot;:true,&quot;i&quot;:[[0,0],[0,0],[0,0],[0,0]],&quot;o&quot;:[[0,0],[0,0],[0,0],[0,0]],&quot;v&quot;:[[-176.875,99.875],[-177.875,234.5],[-59.875,303.25],[-59.875,167.25]]},&quot;ix&quot;:2}},{&quot;ty&quot;:&quot;fl&quot;,&quot;bm&quot;:0,&quot;hd&quot;:false,&quot;mn&quot;:&quot;ADBE Vector Graphic - Fill&quot;,&quot;nm&quot;:&quot;Fill 1&quot;,&quot;c&quot;:{&quot;a&quot;:0,&quot;k&quot;:[0.6941,0.3569,0.1176],&quot;ix&quot;:4},&quot;r&quot;:1,&quot;o&quot;:{&quot;a&quot;:0,&quot;k&quot;:100,&quot;ix&quot;:5}},{&quot;ty&quot;:&quot;tr&quot;,&quot;a&quot;:{&quot;a&quot;:0,&quot;k&quot;:[0,0],&quot;ix&quot;:1},&quot;s&quot;:{&quot;a&quot;:0,&quot;k&quot;:[100,100],&quot;ix&quot;:3},&quot;sk&quot;:{&quot;a&quot;:0,&quot;k&quot;:0,&quot;ix&quot;:4},&quot;p&quot;:{&quot;a&quot;:0,&quot;k&quot;:[0,0],&quot;ix&quot;:2},&quot;r&quot;:{&quot;a&quot;:0,&quot;k&quot;:0,&quot;ix&quot;:6},&quot;sa&quot;:{&quot;a&quot;:0,&quot;k&quot;:0,&quot;ix&quot;:5},&quot;o&quot;:{&quot;a&quot;:0,&quot;k&quot;:100,&quot;ix&quot;:7}}]},{&quot;ty&quot;:&quot;gr&quot;,&quot;bm&quot;:0,&quot;hd&quot;:false,&quot;mn&quot;:&quot;ADBE Vector Group&quot;,&quot;nm&quot;:&quot;Shape 1&quot;,&quot;ix&quot;:3,&quot;cix&quot;:2,&quot;np&quot;:3,&quot;it&quot;:[{&quot;ty&quot;:&quot;sh&quot;,&quot;bm&quot;:0,&quot;hd&quot;:false,&quot;mn&quot;:&quot;ADBE Vector Shape - Group&quot;,&quot;nm&quot;:&quot;Path 1&quot;,&quot;ix&quot;:1,&quot;d&quot;:1,&quot;ks&quot;:{&quot;a&quot;:0,&quot;k&quot;:{&quot;c&quot;:true,&quot;i&quot;:[[0,0],[0,0],[0,0],[0,0]],&quot;o&quot;:[[0,0],[0,0],[0,0],[0,0]],&quot;v&quot;:[[55.5,100.25],[-60.5,167.25],[-60,303.5],[56,235.25]]},&quot;ix&quot;:2}},{&quot;ty&quot;:&quot;fl&quot;,&quot;bm&quot;:0,&quot;hd&quot;:false,&quot;mn&quot;:&quot;ADBE Vector Graphic - Fill&quot;,&quot;nm&quot;:&quot;Fill 1&quot;,&quot;c&quot;:{&quot;a&quot;:0,&quot;k&quot;:[0.9373,0.4902,0.1608],&quot;ix&quot;:4},&quot;r&quot;:1,&quot;o&quot;:{&quot;a&quot;:0,&quot;k&quot;:100,&quot;ix&quot;:5}},{&quot;ty&quot;:&quot;tr&quot;,&quot;a&quot;:{&quot;a&quot;:0,&quot;k&quot;:[0,0],&quot;ix&quot;:1},&quot;s&quot;:{&quot;a&quot;:0,&quot;k&quot;:[100,100],&quot;ix&quot;:3},&quot;sk&quot;:{&quot;a&quot;:0,&quot;k&quot;:0,&quot;ix&quot;:4},&quot;p&quot;:{&quot;a&quot;:0,&quot;k&quot;:[0,0],&quot;ix&quot;:2},&quot;r&quot;:{&quot;a&quot;:0,&quot;k&quot;:0,&quot;ix&quot;:6},&quot;sa&quot;:{&quot;a&quot;:0,&quot;k&quot;:0,&quot;ix&quot;:5},&quot;o&quot;:{&quot;a&quot;:0,&quot;k&quot;:100,&quot;ix&quot;:7}}]}],&quot;ind&quot;:10}]}]}\" speed=\"1\" background=\"transparent\" class=\"lottie-player mx-auto\" style=\"width:300px;height:300px\"><\/lottie-player><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-heading-4-font-size\">Der Glasfaserausbau in der D\u2011A\u2011CH\u2011Region w\u00e4chst stark \u2013 gleichzeitig verschiebt sich der Fokus von reiner Fl\u00e4chenerschlie\u00dfung hin zu <strong>Effizienz, Priorisierung und Wirtschaftlichkeit<\/strong>. Die Branche ist datenintensiv (GIS-\/Geo\u2011Daten, Planung, Tiefbau, Kundenprozesse), nutzt ihr Potenzial jedoch h\u00e4ufig noch nicht aus: Analysen laufen oft manuell in QGIS oder Excel.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-7233754a wp-block-columns-is-layout-flex\" style=\"padding-top:64px;padding-bottom:64px\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33%\">\n<h4 class=\"wp-block-heading\" style=\"font-style:normal;font-weight:900\"><strong>Wo stehen Sie heute?<\/strong><\/h4>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-container-core-column-is-layout-0d1bd4b5 wp-block-column-is-layout-flow\">\n<p class=\"has-heading-4-font-size\">Typische Muster (aus Umfrage &amp; Praxis):<\/p>\n\n\n\n<ul class=\"wp-block-list is-style-tw-arrow has-heading-4-font-size has-heading-4-font-size\">\n<li>Digitalisierung vorhanden \u2013 aber <strong>Automatisierung im Alltag<\/strong> ist gering bis mittel<\/li>\n\n\n\n<li>Viel <strong>manuelle Auswertung<\/strong> (QGIS\/Excel), wenig skalierbare Analytik<\/li>\n\n\n\n<li>Planungs- &amp; Bauprozesse werden zu wenig <strong>End\u2011to\u2011End datenbasiert<\/strong> gesteuert (Zeit\/Qualit\u00e4t\/Budget)<\/li>\n\n\n\n<li>Vertriebskapazit\u00e4ten sind knapp \u2013 Streuverluste in der Vorvermarktung<\/li>\n\n\n\n<li>Qualit\u00e4tssicherung &amp; Dokumentation erzeugen R\u00fcckl\u00e4ufe und Verz\u00f6gerungen<\/li>\n\n\n\n<li>Service-Tickets wachsen \u2013 Priorisierung\/Zuordnung ist zu aufwendig<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a89b3969 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--1\"><a class=\"wp-block-button__link has-primary-color has-background-background-color has-text-color has-background has-medium-font-size has-custom-font-size wp-element-button\" href=\"#Ansprechperson\" style=\"padding-top:var(--wp--preset--spacing--10);padding-bottom:var(--wp--preset--spacing--10)\">Use Cases besprechen \u2193<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:64px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group alignwide is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-columns are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-bbe9707a wp-block-columns-is-layout-flex\" style=\"margin-bottom:32px\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading\" id=\"features\" style=\"font-style:normal;font-weight:900\">Mehrwert von KI &amp; Data Science im Glasfaserausbau<\/h4>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-d0b3c9c8 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" width=\"240\" height=\"240\" src=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/05\/iconmonstr-fullscreen-2-240.png\" alt=\"\" class=\"wp-image-7169\" srcset=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/05\/iconmonstr-fullscreen-2-240.png 240w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/05\/iconmonstr-fullscreen-2-240-150x150.png 150w\" sizes=\"(max-width: 240px) 100vw, 240px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group has-background-background-color has-background is-layout-flow wp-block-group-is-layout-flow\">\n<h6 class=\"wp-block-heading has-foreground-color has-text-color has-heading-4-font-size\" style=\"font-style:normal;font-weight:900\">Bessere Entscheidungen<\/h6>\n\n\n\n<p class=\"has-small-font-size\">Daten werden zu belastbaren Entscheidungsgrundlagen (z.\u202fB. f\u00fcr Marktanalyse, Ausbauplanung, Kundengewinnung) \u2013 reproduzierbar und skalierbar.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" width=\"240\" height=\"240\" src=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/05\/iconmonstr-dashboard-lined-240.png\" alt=\"\" class=\"wp-image-7175\" srcset=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/05\/iconmonstr-dashboard-lined-240.png 240w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/05\/iconmonstr-dashboard-lined-240-150x150.png 150w\" sizes=\"(max-width: 240px) 100vw, 240px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group has-background-background-color has-background is-layout-flow wp-block-group-is-layout-flow\">\n<h6 class=\"wp-block-heading has-foreground-color has-text-color has-heading-4-font-size\" style=\"font-style:normal;font-weight:900\">Automatisierung statt Excel<\/h6>\n\n\n\n<p class=\"has-small-font-size\">Data Science liefert Modelle &amp; Optimierungen, Automatisierung bringt sie zuverl\u00e4ssig in die operative Anwendung.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" width=\"240\" height=\"240\" src=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/05\/iconmonstr-filter-7-240.png\" alt=\"\" class=\"wp-image-7170\" srcset=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/05\/iconmonstr-filter-7-240.png 240w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/05\/iconmonstr-filter-7-240-150x150.png 150w\" sizes=\"(max-width: 240px) 100vw, 240px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group has-background-background-color has-background is-layout-flow wp-block-group-is-layout-flow\">\n<h6 class=\"wp-block-heading has-foreground-color has-text-color has-heading-4-font-size\" style=\"font-style:normal;font-weight:900\">Zeit, Qualit\u00e4t, Budget steuern<\/h6>\n\n\n\n<p class=\"has-small-font-size\">Relevante Informationen aus vielen Quellen b\u00fcndeln und Projektphasen durchg\u00e4ngig steuern \u2013 statt isolierter Einzell\u00f6sungen.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-d0b3c9c8 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" width=\"240\" height=\"240\" src=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/05\/iconmonstr-target-4-240.png\" alt=\"\" class=\"wp-image-7174\" srcset=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/05\/iconmonstr-target-4-240.png 240w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/05\/iconmonstr-target-4-240-150x150.png 150w\" sizes=\"(max-width: 240px) 100vw, 240px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group has-background-background-color has-background is-layout-flow wp-block-group-is-layout-flow\">\n<h6 class=\"wp-block-heading has-foreground-color has-text-color has-heading-4-font-size\" style=\"font-style:normal;font-weight:900\">Quick Wins statt Gro\u00dfprojekt<\/h6>\n\n\n\n<p class=\"has-small-font-size\">Mit klar abgegrenzten Pilotprojekten starten (z.\u202fB. Wirtschaftlichkeit, Take\u2011up, Vertriebsrouten) und danach skalieren.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" width=\"240\" height=\"240\" src=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/05\/iconmonstr-contrast-lined-240.png\" alt=\"\" class=\"wp-image-7172\" srcset=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/05\/iconmonstr-contrast-lined-240.png 240w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/05\/iconmonstr-contrast-lined-240-150x150.png 150w\" sizes=\"(max-width: 240px) 100vw, 240px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group has-background-background-color has-background is-layout-flow wp-block-group-is-layout-flow\">\n<h6 class=\"wp-block-heading has-foreground-color has-text-color has-heading-4-font-size\" style=\"font-style:normal;font-weight:900\">Datenbasis &amp; Qualit\u00e4t<\/h6>\n\n\n\n<p class=\"has-small-font-size\">Voraussetzung f\u00fcr Wirkung: verl\u00e4sslicher Zugriff und hohe Datenqualit\u00e4t. Wir helfen beim Integrieren &amp; Operationalisieren.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" width=\"240\" height=\"240\" src=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/05\/iconmonstr-monitoring-1-240.png\" alt=\"\" class=\"wp-image-7171\" srcset=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/05\/iconmonstr-monitoring-1-240.png 240w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/05\/iconmonstr-monitoring-1-240-150x150.png 150w\" sizes=\"(max-width: 240px) 100vw, 240px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group has-background-background-color has-background is-layout-flow wp-block-group-is-layout-flow\">\n<h6 class=\"wp-block-heading has-foreground-color has-text-color has-heading-4-font-size\" style=\"font-style:normal;font-weight:900\">KI entlang aller Phasen<\/h6>\n\n\n\n<p class=\"has-small-font-size\">Use Cases reichen von Marktanalyse bis Servicing \u2013 viele wirken phasen\u00fcbergreifend.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:64px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div style=\"height:64px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-caab82f2 wp-block-columns-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-bottom:var(--wp--preset--spacing--10)\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33%\">\n<h4 class=\"wp-block-heading\" style=\"font-style:normal;font-weight:900\">Goal<\/h4>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-container-core-column-is-layout-0d1bd4b5 wp-block-column-is-layout-flow\">\n<p class=\"has-heading-4-font-size\">Datengetriebene Entscheidungen und automatisierte Prozesse im Glasfaserausbau: schneller planen, effizienter bauen, Vertrieb zielgerichtet steuern und den Betrieb vom reaktiven zum vorausschauenden Modus entwickeln.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-cover alignfull has-parallax has-custom-content-position is-position-top-center\" style=\"min-height:362px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim-100 has-background-dim has-background-gradient\" style=\"background:linear-gradient(135deg,rgb(255,105,0) 26%,rgb(207,46,46) 97%)\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<p class=\"has-text-align-center has-large-font-size\"><\/p>\n<\/div><\/div>\n\n\n\n<div style=\"height:64px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-caab82f2 wp-block-columns-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-bottom:var(--wp--preset--spacing--10)\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33%\">\n<h4 class=\"wp-block-heading\" style=\"font-style:normal;font-weight:900\">Procedure in five steps<\/h4>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-container-core-column-is-layout-0d1bd4b5 wp-block-column-is-layout-flow\">\n<p class=\"has-heading-4-font-size\">Wir starten klein, liefern schnell Wirkung und skalieren dann: <strong>Ideenworkshop \u2192 Pilot\/PoC \u2192 Skalierung<\/strong>. Daraus leiten wir ein pragmatisches Projektvorgehen ab \u2013 von Use\u2011Case\u2011Auswahl bis Operationalisierung.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide is-layout-flow wp-block-group-is-layout-flow\">\n<hr class=\"wp-block-separator has-css-opacity has-tertiary-background-color has-background is-style-wide\"\/>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-d0b3c9c8 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33%\">\n<h4 class=\"wp-block-heading\" style=\"font-style:normal;font-weight:900\">1. Ziele &amp; Datenlage kl\u00e4ren<\/h4>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>Gemeinsames Verst\u00e4ndnis von Prozess, Hebeln und verf\u00fcgbaren Daten (Geo\/GIS, Planung, Bau, CRM\/Service).<br\/><strong>Ergebnis:<\/strong> priorisierte Use\u2011Case\u2011Liste, Datenquellen\u2011Check, grobe Roadmap.<\/p>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity has-tertiary-background-color has-background is-style-wide\"\/>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-d0b3c9c8 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33%\">\n<h4 class=\"wp-block-heading\" style=\"font-style:normal;font-weight:900\">2. Use Case zuschneiden<\/h4>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>Konkreter Scope, Erfolgskriterien, operative Einbettung (z.\u202fB. Vertrieb, Planung, QS, Service).<br\/><strong>Ergebnis:<\/strong> messbares Zielbild (KPIs), Fachkonzept, Minimal-Datenmodell.<\/p>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity has-tertiary-background-color has-background is-style-wide\"\/>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-d0b3c9c8 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33%\">\n<h4 class=\"wp-block-heading\" style=\"font-style:normal;font-weight:900\">3. Pilot \/ Proof of Concept<\/h4>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>Mit vorhandenen Daten schnell Prototyp bauen (z.\u202fB. Take\u2011up\u2011Prognose, automatisierte Wirtschaftlichkeit, Ticketklassifizierung).<br\/><strong>Ergebnis:<\/strong> Prototyp, erste Validierung, Aufwand-\/Nutzenabsch\u00e4tzung.<\/p>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity has-tertiary-background-color has-background is-style-wide\"\/>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-d0b3c9c8 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33%\">\n<h4 class=\"wp-block-heading\" style=\"font-style:normal;font-weight:900\">4. Operationalisierung<\/h4>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>Integration in Prozesse\/Systeme (GIS\/Planung, CRM, Service-Tools), Monitoring und Governance.<br\/><strong>Ergebnis:<\/strong> produktiver Workflow (API\/App\/Dashboard), Qualit\u00e4ts- &amp; Drift-Monitoring.<\/p>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity has-tertiary-background-color has-background is-style-wide\"\/>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-d0b3c9c8 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33%\">\n<h4 class=\"wp-block-heading\" style=\"font-style:normal;font-weight:900\">5. Skalierung<\/h4>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>Erfolgreiche L\u00f6sung schrittweise auf weitere Gebiete\/Use Cases ausrollen.<br\/><strong>Ergebnis:<\/strong> Skalierungsplan, Backlog, Enablement.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--2\"><a class=\"wp-block-button__link has-primary-color has-background-background-color has-text-color has-background has-medium-font-size has-custom-font-size wp-element-button\" href=\"#Ansprechperson\" style=\"padding-top:var(--wp--preset--spacing--10);padding-bottom:var(--wp--preset--spacing--10)\">Pilot identifizieren \u2193<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-caab82f2 wp-block-columns-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-bottom:var(--wp--preset--spacing--10)\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33%\">\n<h4 class=\"wp-block-heading\" style=\"font-style:normal;font-weight:900\">Whitepaper: KI &amp; Data Science im Glasfaserausbau <\/h4>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-container-core-column-is-layout-0d1bd4b5 wp-block-column-is-layout-flow\">\n<p class=\"has-heading-4-font-size\">Sie m\u00f6chten die Use Cases und den empfohlenen Einstieg (Ideenworkshop \u2192 Pilot\/PoC \u2192 Skalierung) kompakt nachlesen? In unserem Whitepaper zeigen wir praxisnah, wie KI, Data Science und Automatisierung entlang aller Phasen des Glasfaserausbaus wirken \u2013 von Marktanalyse und Vorvermarktung \u00fcber Planung und Ausbau bis zu Betrieb &amp; Service.<\/p>\n\n\n\n<p class=\"has-primary-color has-text-color has-link-color has-heading-4-font-size wp-elements-7cae73b2b7107346c4817f909398eda1\"><a href=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/05\/Fiberdays-Whitepaper-by-singularIT.pdf\" type=\"link\" id=\"chrome-extension:\/\/efaidnbmnnnibpcajpcglclefindmkaj\/https:\/\/www.singular-it.de\/wp-content\/uploads\/2025\/07\/BIS-2025-02_S24-S28.pdf\">Whitepaper als PDF herunterladen \u2192<\/a><\/p>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:85px\" aria-hidden=\"true\" id=\"Ansprechperson\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-ad4d8fa1 wp-block-columns-is-layout-flex\" id=\"Kontakt\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--60);padding-bottom:var(--wp--preset--spacing--60)\">\n<div class=\"wp-block-column is-vertically-aligned-center mobile-order-2 is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group has-default-padding is-vertical is-content-justification-left is-layout-flex wp-container-core-group-is-layout-90cff81c wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--10);padding-bottom:var(--wp--preset--spacing--10)\">\n<p class=\"has-extra-large-font-size\">Natalie Eggert unterst\u00fctzt Sie dabei, Use Cases im Glasfaserausbau zu priorisieren und mit Pilotprojekten schnell Wirkung zu erzielen.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"mailto:Natalie.Eggert@singular-it.de\">Natalie.Eggert@singular-it.de<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-fill\"><a class=\"wp-block-button__link has-foreground-color has-text-color has-background has-link-color has-custom-font-size wp-element-button\" href=\"tel:+493419785210\" style=\"background-color:#e1e1e1;font-size:clamp(18.959px, 1.185rem + ((1vw - 3.2px) * 0.96), 30px);\"><strong>+49 341 9785210<\/strong><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center max-screen-height lottie-background mobile-order-1 has-background-background-color has-background is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/01\/natalie_eggert_1_1.jpg\" alt=\"Natalie Eggert\" style=\"width:300px\"\/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-global-padding is-layout-constrained wp-container-core-group-is-layout-ddd98276 wp-block-group-is-layout-constrained\" id=\"FAQ\" style=\"padding-top:var(--wp--preset--spacing--80);padding-right:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--80);padding-left:var(--wp--preset--spacing--40)\">\n<div class=\"wp-block-group alignwide is-horizontal is-layout-flex wp-block-group-is-layout-flex\">\n<h3 class=\"wp-block-heading alignfull\" style=\"margin-top:0;margin-bottom:0;font-style:normal;font-weight:900\">FAQ \u2013 H\u00e4ufige Fragen<\/h3>\n\n\n\n<div class=\"wp-block-group alignwide is-vertical is-layout-flex wp-container-core-group-is-layout-fe9cc265 wp-block-group-is-layout-flex\" id=\"themen\">\n<p class=\"has-extra-large-font-size\">Sie wollen KI\/Automatisierung im Glasfaserausbau nutzen? Hier sind die h\u00e4ufigsten Fragen.<\/p>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-extra-large-font-size is-layout-flow wp-block-details-is-layout-flow\"><summary>Wie starten wir sinnvoll, ohne ein Gro\u00dfprojekt zu riskieren?<\/summary>\n<p>Mit einem <strong>klar abgegrenzten Use Case<\/strong> als Pilot\/PoC (z.\u202fB. automatisierte Wirtschaftlichkeitspr\u00fcfung, Take\u2011up\u2011Prognose oder Vertriebsrouten). Ziel: schnell sichtbare Ergebnisse, dann skalieren.<\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-extra-large-font-size is-layout-flow wp-block-details-is-layout-flow\"><summary>Welche Use Cases liefern erfahrungsgem\u00e4\u00df schnelle Wirkung?<\/summary>\n<p>Typische Quick Wins sind: <strong>Wirtschaftlichkeitsbewertung<\/strong>, <strong>Take\u2011up\u2011Prediction &amp; Vertriebsoptimierung<\/strong> oder <strong>Ticketklassifizierung<\/strong> im Betrieb .<\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-extra-large-font-size is-layout-flow wp-block-details-is-layout-flow\"><summary>Welche Daten brauchen wir typischerweise?<\/summary>\n<p>Je nach Phase: Geo-\/Adressdaten, Wettbewerbs- und Soziodemografie, Planungs- &amp; Bautracking, QS-\/Dokufotos, CRM-\/Vertriebsdaten sowie Service-Tickets &amp; Netzmonitoring.<\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-extra-large-font-size is-layout-flow wp-block-details-is-layout-flow\"><summary>Wie stellen wir sicher, dass die L\u00f6sung im Alltag genutzt wird?<\/summary>\n<p>Durch <strong>Integration in bestehende Systeme &amp; Prozesse<\/strong> (GIS\/Planung, CRM, Service-Tool), klare Rollen, Monitoring und eine iterative Weiterentwicklung statt \u201eEinmalprojekt\u201c.<\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-extra-large-font-size is-layout-flow wp-block-details-is-layout-flow\"><summary>Kann KI auch im Bau\/Dokumentation helfen?<\/summary>\n<p>Ja \u2013 z.\u202fB. durch <strong>Soll\u2011Ist\u2011Monitoring<\/strong> zwischen Planung und Bau sowie <strong>automatische Pr\u00fcfung von Dokumentationsbildern<\/strong> als Qualit\u00e4ts\u2011Gate.<\/p>\n<\/details>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/main>\n","protected":false},"excerpt":{"rendered":"<p>Der Glasfaserausbau in der D\u2011A\u2011CH\u2011Region w\u00e4chst stark \u2013 gleichzeitig verschiebt sich der Fokus von reiner Fl\u00e4chenerschlie\u00dfung hin zu Effizienz, Priorisierung und Wirtschaftlichkeit. Die Branche ist datenintensiv (GIS-\/Geo\u2011Daten, Planung, Tiefbau, Kundenprozesse), nutzt ihr Potenzial jedoch h\u00e4ufig noch nicht aus: Analysen laufen oft manuell in QGIS oder Excel. Wo stehen Sie heute? Typische Muster (aus Umfrage &amp; [&hellip;]<\/p>\n","protected":false},"author":18,"featured_media":0,"parent":5929,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"template-wide-page-header","meta":{"_editorskit_title_hidden":false,"_editorskit_reading_time":0,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}","footnotes":""},"class_list":["post-7181","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Business Intelligence Consulting - singularIT<\/title>\n<meta name=\"description\" content=\"Tool-independent business intelligence consulting in DACH: from BI roadmap, data integration &amp; data warehouse\/lakehouse to dashboards.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.singular-it.de\/en\/services\/business-intelligence-consulting-2\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Business Intelligence Consulting - 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