{"id":7122,"date":"2026-01-26T11:51:26","date_gmt":"2026-01-26T10:51:26","guid":{"rendered":"https:\/\/www.singular-it.de\/services\/business-intelligence-consulting"},"modified":"2026-05-04T10:19:40","modified_gmt":"2026-05-04T08:19:40","slug":"business-intelligence-consulting","status":"publish","type":"page","link":"https:\/\/www.singular-it.de\/en\/services\/business-intelligence-consulting","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=\"1344\" height=\"768\" sizes=\"(max-width: 799px) 200vw, (max-width: 1344px) 100vw, 1344px\" class=\"wp-block-cover__image-background wp-image-6760 size-full\" alt=\"\" src=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/01\/Firefly_Gemini-Flash_etwas-helleres-Raumlicht-Notebook-auf-dem-Tisch-272856.jpg\" style=\"object-position:53% 53%\" data-object-fit=\"cover\" data-object-position=\"53% 53%\" srcset=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/01\/Firefly_Gemini-Flash_etwas-helleres-Raumlicht-Notebook-auf-dem-Tisch-272856.jpg 1344w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/01\/Firefly_Gemini-Flash_etwas-helleres-Raumlicht-Notebook-auf-dem-Tisch-272856-300x171.jpg 300w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/01\/Firefly_Gemini-Flash_etwas-helleres-Raumlicht-Notebook-auf-dem-Tisch-272856-1024x585.jpg 1024w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/01\/Firefly_Gemini-Flash_etwas-helleres-Raumlicht-Notebook-auf-dem-Tisch-272856-768x439.jpg 768w\" \/><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-link-color has-huge-font-size wp-elements-f30f6316209c3a9f5089268dd12e1f6c\">Sustainable Business Intelligence (BI) consulting<\/h1>\n\n\n\n<h2 class=\"wp-block-heading alignwide has-text-align-left has-background-color has-text-color has-link-color has-heading-3-font-size wp-elements-443ccb41d49f9e35fe811f8ae6468ab5\"><strong>Business intelligence consulting rethought &#8211; We expand BI with advanced analytics and AI<\/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\">How can we support you?<\/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\">Or contact us directly<\/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=\"moakkjmt\" interactivitytype=\"none\" interactivitymode=\"none\" visibilitystart=\"0\" visibilityend=\"1\" framesstart=\"0\" framesend=\"25\" rest=\"{\"autoplay\":true,\"loop\":true,\"controls\":null}\" totalframes=\"25\" mode=\"normal\" 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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\">We support companies with business intelligence consulting &#8211; from KPI identification and control logic to data integration and dashboards (e.g. with Power BI or Tableau). The aim is to provide a reliable basis for decision-making: consistent key figures, clear responsibilities and reporting that triggers action across departments and hierarchical levels &#8211; not just figures. <\/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\" id=\"about\" style=\"font-style:normal;font-weight:900\"><strong>Where does your company stand?<\/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\">Perhaps you recognize your company in one (or more) of these points:<\/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 style=\"margin-top:var(--wp--preset--spacing--20);margin-bottom:var(--wp--preset--spacing--20)\">Reporting is heavily Excel-driven and requires a lot of manual work<\/li>\n\n\n\n<li>Data is stored in several systems (e.g. ERP\/CRM) and definitions are not standardized<\/li>\n\n\n\n<li>KPIs are interpreted differently and trust in figures and KPI dashboards is limited<\/li>\n\n\n\n<li>Dashboards exist, but are not used enough in everyday life (lack of adoption\/ownership)<\/li>\n\n\n\n<li>There is no clear link between key figures and the actual drivers of earnings, growth or efficiency<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--20);margin-bottom:var(--wp--preset--spacing--20)\">Important information is stored in unstructured data (e.g. emails, contracts) and is not considered in reporting<\/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-link-color 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)\">Our team will be happy to support you \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-group 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\">Success factors for business intelligence<\/h4>\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<div class=\"wp-block-group is-layout-flow wp-block-group-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-full is-style-default\"><img decoding=\"async\" width=\"240\" height=\"240\" src=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/01\/iconmonstr-brightness-5-240.png\" alt=\"\" class=\"wp-image-6699\" srcset=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/01\/iconmonstr-brightness-5-240.png 240w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/01\/iconmonstr-brightness-5-240-150x150.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\" style=\"margin-top:0px;margin-bottom:0px\">\n<h6 class=\"wp-block-heading has-foreground-color has-text-color has-heading-4-font-size\" id=\"clean-design\" style=\"font-style:normal;font-weight:900\">Clarity per roll<\/h6>\n\n\n\n<p class=\"has-small-font-size\">Each KPI is assigned to a role or responsibility. KPIs are actively managed by the respective role and used in daily prioritization. <\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group is-layout-flow wp-block-group-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\/01\/iconmonstr-layer-multiple-alt-lined-240.png\" alt=\"\" class=\"wp-image-6701\" srcset=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/01\/iconmonstr-layer-multiple-alt-lined-240.png 240w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/01\/iconmonstr-layer-multiple-alt-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\" style=\"margin-top:0px;margin-bottom:0px\">\n<h6 class=\"wp-block-heading has-foreground-color has-text-color has-heading-4-font-size\" id=\"full-site-editing\" style=\"font-style:normal;font-weight:900\">Hierarchy<\/h6>\n\n\n\n<p class=\"has-small-font-size\">KPIs can be aggregated and detailed along the organizational structure. The KPIs of one level are derived from the key figures of the level below. <\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group is-layout-flow wp-block-group-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\/01\/iconmonstr-target-3-240.png\" alt=\"\" class=\"wp-image-6700\" srcset=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/01\/iconmonstr-target-3-240.png 240w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/01\/iconmonstr-target-3-240-150x150.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\" style=\"margin-top:0px;margin-bottom:0px\">\n<h6 class=\"wp-block-heading has-foreground-color has-text-color has-heading-4-font-size\" id=\"global-styles\" style=\"font-style:normal;font-weight:900\">KPIs as drivers<\/h6>\n\n\n\n<p class=\"has-small-font-size\">KPIs should focus on the issues that make the company successful. This includes clear measures in the event of deviations and a KPI logic in which target achievement actually means economic success. <\/p>\n<\/div>\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<div class=\"wp-block-group is-layout-flow wp-block-group-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-full is-style-default\"><img decoding=\"async\" width=\"240\" height=\"240\" src=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/01\/iconmonstr-idea-12-240.png\" alt=\"\" class=\"wp-image-6744\" srcset=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/01\/iconmonstr-idea-12-240.png 240w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/01\/iconmonstr-idea-12-240-150x150.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\" style=\"margin-top:0px;margin-bottom:0px\">\n<h6 class=\"wp-block-heading has-foreground-color has-text-color has-heading-4-font-size\" id=\"clean-design\" style=\"font-style:normal;font-weight:900\">&#8220;Business need&#8221; before tooling<\/h6>\n\n\n\n<p class=\"has-small-font-size\">Key figures are not collected because a tool provides something, but because there is a purpose for the business model.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group is-layout-flow wp-block-group-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\/01\/iconmonstr-share-4-240.png\" alt=\"\" class=\"wp-image-6743\" srcset=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/01\/iconmonstr-share-4-240.png 240w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/01\/iconmonstr-share-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\" style=\"margin-top:0px;margin-bottom:0px\">\n<h6 class=\"wp-block-heading has-foreground-color has-text-color has-heading-4-font-size\" id=\"full-site-editing\" style=\"font-style:normal;font-weight:900\">Data quality &amp; governance<\/h6>\n\n\n\n<p class=\"has-small-font-size\">Without clear definitions, authorizations and data quality rules, contradictory figures arise. A sustainable governance setup creates trust and ensures scalability. <\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group is-layout-flow wp-block-group-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\/01\/iconmonstr-view-17-240.png\" alt=\"\" class=\"wp-image-6833\" srcset=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/01\/iconmonstr-view-17-240.png 240w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/01\/iconmonstr-view-17-240-150x150.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\" style=\"margin-top:0px;margin-bottom:0px\">\n<h6 class=\"wp-block-heading has-foreground-color has-text-color has-heading-4-font-size\" id=\"full-site-editing\" style=\"font-style:normal;font-weight:900\">Modern data access<\/h6>\n\n\n\n<p class=\"has-small-font-size\">Use new technologies such as language models to access information from unstructured data &#8211; especially emails and documents.<\/p>\n<\/div>\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 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\" id=\"about\" 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\">A transparent KPI and control logic that can be aggregated upwards and detailed downwards. Each person recognizes their contribution to success. Every manager understands the levers. This gives your company greater control, agility and decision-making power.   <\/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\">We advise you and implement BI projects in phases that build on each other so that both the business logic and the technical implementation are coordinated. We work tool-independently and select the right BI tools for your requirements. Depending on the initial situation, we deliberately start lean and then scale up.  <\/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<div class=\"wp-block-group is-layout-flow wp-block-group-is-layout-flow\">\n<hr class=\"wp-block-separator has-text-color has-tertiary-color has-alpha-channel-opacity has-tertiary-background-color has-background is-style-wide\" id=\"5-Schritte\"\/>\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\" id=\"explore\" style=\"font-style:normal;font-weight:900\">1. understand the status quo<\/h4>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>The basis is a shared understanding of the current situation, which is why we identify goals, pain points and the key business drivers in workshops, taking into account existing reports and data sources. You contribute your expertise on your own business model. <br\/><strong>Result:<\/strong> Understanding of the current status, prioritized reporting requirements, rough BI roadmap (quick wins &amp; next steps).<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-layout-flow wp-block-group-is-layout-flow\">\n<hr class=\"wp-block-separator has-text-color has-tertiary-color has-alpha-channel-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\" id=\"execute\" style=\"font-style:normal;font-weight:900\">2. establish control logic &amp; KPI model<\/h4>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>Depending on the complexity, we create an analysis of the influencing factors for either a selected area or the entire organization. We structure correlations, create mock-ups and develop a target image that serves as a blueprint for further work. <br\/><strong>Result:<\/strong> Coordinated control logic (driver\/impact model), uniformly defined KPIs, common target image.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-layout-flow wp-block-group-is-layout-flow\">\n<hr class=\"wp-block-separator has-text-color has-tertiary-color has-alpha-channel-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\" id=\"evaluate\" style=\"font-style:normal;font-weight:900\">3. create a data basis<\/h4>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>We need a consistent database for the measurability of KPIs. To this end, we integrate relevant data sources and &#8211; depending on the requirements &#8211; set up a data warehouse or data lakehouse as a &#8220;single source of truth&#8221;. Where suitable data platforms or models already exist, we build on them and develop them further in a targeted manner.  <br\/><strong>Result:<\/strong> documented database, quality rules.<\/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-link-color has-medium-font-size has-custom-font-size wp-element-button\" href=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2025\/07\/BIS-2025-02_S24-S28.pdf\" style=\"padding-top:var(--wp--preset--spacing--10);padding-bottom:var(--wp--preset--spacing--10)\" target=\"_blank\" rel=\"noreferrer noopener\">Data Lakehouse architecture whitepaper as PDF<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-layout-flow wp-block-group-is-layout-flow\">\n<hr class=\"wp-block-separator has-text-color has-tertiary-color has-alpha-channel-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\" id=\"evaluate\" style=\"font-style:normal;font-weight:900\">4. implement reporting &amp; dashboards<\/h4>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>Based on the data, we develop customized BI reporting &#8211; from management dashboards and simple visualizations to self-service structures. Depending on the requirements and system landscape, we use Power BI or Tableau, for example. <br\/><strong>Result:<\/strong> Dashboards\/reports and role\/rights concept.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-layout-flow wp-block-group-is-layout-flow\">\n<hr class=\"wp-block-separator has-text-color has-tertiary-color has-alpha-channel-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\" id=\"evaluate\" style=\"font-style:normal;font-weight:900\">5. scaling &amp; iteration<\/h4>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>Once initial successes are visible, we gradually scale the control logic vertically along the organizational structure or horizontally to other areas. With training, feedback loops and iterations, we ensure that the BI system is used and further developed on a day-to-day basis. <br\/><strong>Result:<\/strong> rollout plan, enablement, iterative further development.<\/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--3\"><a class=\"wp-block-button__link has-primary-color has-background-background-color has-text-color has-background has-link-color 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)\">Our team will be happy to answer your questions \u2193<\/a><\/div>\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<\/div>\n\n\n\n<div class=\"wp-block-columns alignfull screen-height is-layout-flex wp-container-core-columns-is-layout-ba54cd02 wp-block-columns-is-layout-flex\" style=\"margin-top:0;margin-bottom:0\">\n<div class=\"wp-block-column is-vertically-aligned-stretch max-screen-height has-white-background-color has-background is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-cover ek-linked-block\" style=\"border-style:none;border-width:0px;min-height:96vh;aspect-ratio:unset;\"><img decoding=\"async\" width=\"1920\" height=\"960\" sizes=\"(max-width: 799px) 200vw, (max-width: 1920px) 100vw, 1920px\" class=\"wp-block-cover__image-background wp-image-4712\" alt=\"\" src=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2024\/04\/csm_Kurz-Thermal-Transfer-Ribbons-Branding-Foil-Rolls-2000px_72d7588593.webp\" data-object-fit=\"cover\" srcset=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2024\/04\/csm_Kurz-Thermal-Transfer-Ribbons-Branding-Foil-Rolls-2000px_72d7588593.webp 1920w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2024\/04\/csm_Kurz-Thermal-Transfer-Ribbons-Branding-Foil-Rolls-2000px_72d7588593-300x150.webp 300w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2024\/04\/csm_Kurz-Thermal-Transfer-Ribbons-Branding-Foil-Rolls-2000px_72d7588593-1024x512.webp 1024w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2024\/04\/csm_Kurz-Thermal-Transfer-Ribbons-Branding-Foil-Rolls-2000px_72d7588593-768x384.webp 768w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2024\/04\/csm_Kurz-Thermal-Transfer-Ribbons-Branding-Foil-Rolls-2000px_72d7588593-1536x768.webp 1536w\" \/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim-80 has-background-dim\" style=\"background-color:#202967\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-container-core-cover-is-layout-8a368f38 wp-block-cover-is-layout-flow\">\n<div class=\"wp-block-group alignfull has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image aligncenter size-large is-resized wp-duotone-rgb254254254-rgb255255255-4\"><img decoding=\"async\" width=\"1039\" height=\"137\" src=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2023\/11\/kurz_typofol.svg\" alt=\"KURZ Typofol\" class=\"wp-image-56\" style=\"width:323px;height:auto\"\/><\/figure>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-text-align-left has-background-color has-text-color has-link-color has-extra-large-font-size wp-elements-eb492998a3c79539bb04513912165a60\"><strong>Comprehensive sales analysis reporting that automatically provides daily evaluations for the sales team.<\/strong><\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-buttons alignfull mobile-column is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-54f81ae6 wp-block-buttons-is-layout-flex\" style=\"padding-right:var(--wp--preset--spacing--20);padding-left:var(--wp--preset--spacing--20)\">\n<div class=\"wp-block-button is-style-inverted\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.singular-it.de\/en\/projects\/kurz-typofol-churn-prevention\">Details short project \u2192<\/a><\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-cover ek-linked-block\" style=\"border-style:none;border-width:0px;min-height:96vh;aspect-ratio:unset;\"><img decoding=\"async\" width=\"1024\" height=\"683\" sizes=\"(max-width: 799px) 200vw, (max-width: 1920px) 100vw, 1920px\" class=\"wp-block-cover__image-background wp-image-5614 size-large\" alt=\"Titelbild zum Projekt &quot;velpTEC: Data Crawling und Dashboarding&quot;\" src=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2024\/04\/jason-goodman-bzqU01v-G54-unsplash-1024x683.jpg\" data-object-fit=\"cover\" srcset=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2024\/04\/jason-goodman-bzqU01v-G54-unsplash-1024x683.jpg 1024w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2024\/04\/jason-goodman-bzqU01v-G54-unsplash-300x200.jpg 300w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2024\/04\/jason-goodman-bzqU01v-G54-unsplash-768x512.jpg 768w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2024\/04\/jason-goodman-bzqU01v-G54-unsplash-1536x1024.jpg 1536w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2024\/04\/jason-goodman-bzqU01v-G54-unsplash.jpg 1920w\" \/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim-80 has-background-dim\" style=\"background-color:#202967\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-container-core-cover-is-layout-8a368f38 wp-block-cover-is-layout-flow\">\n<div class=\"wp-block-group alignfull has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image aligncenter size-large is-resized wp-duotone-rgb254254254-rgb255255255-5\"><img decoding=\"async\" width=\"1024\" height=\"327\" src=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2024\/03\/velptec-logo-transparent-1024x327.png\" alt=\"velpTEC\" class=\"wp-image-5522\" style=\"width:323px;height:auto\" srcset=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2024\/03\/velptec-logo-transparent-1024x327.png 1024w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2024\/03\/velptec-logo-transparent-300x96.png 300w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2024\/03\/velptec-logo-transparent-768x245.png 768w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2024\/03\/velptec-logo-transparent-1536x490.png 1536w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2024\/03\/velptec-logo-transparent-2048x653.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-text-align-left has-background-color has-text-color has-link-color has-extra-large-font-size wp-elements-e8e0aff6811c98842db5f312dbcc56fd\"><strong>Driver tree as the centerpiece: systematic mapping of key influencing factors such as market trends, demand potential and competitive activities.<\/strong><\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-buttons alignfull mobile-column is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-54f81ae6 wp-block-buttons-is-layout-flex\" style=\"padding-right:var(--wp--preset--spacing--20);padding-left:var(--wp--preset--spacing--20)\">\n<div class=\"wp-block-button is-style-inverted\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.singular-it.de\/en\/projects\/velptec-data-crawling-and-dashboarding\">Details velpTec project \u2192<\/a><\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\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, Senior Project Manager, will be happy to advise you if you want to rethink business intelligence in your company.<\/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:+4915565360460\" style=\"background-color:#e1e1e1;font-size:clamp(18.959px, 1.185rem + ((1vw - 3.2px) * 0.96), 30px);\"><strong>+49 155 65360460<\/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\" width=\"1000\" height=\"1000\" src=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/01\/natalie_eggert_1_1.jpg\" alt=\"\" class=\"wp-image-6624\" style=\"width:300px\" srcset=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/01\/natalie_eggert_1_1.jpg 1000w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/01\/natalie_eggert_1_1-300x300.jpg 300w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/01\/natalie_eggert_1_1-150x150.jpg 150w, https:\/\/www.singular-it.de\/wp-content\/uploads\/2026\/01\/natalie_eggert_1_1-768x768.jpg 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/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 &#8211; Frequently asked questions<\/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\">Would you like to introduce or expand BI? In this FAQ section, we answer the most frequently asked questions about procedures, technologies and operation. <\/p>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-link-color has-extra-large-font-size wp-elements-5fc70764843123b01fcdb0cbf9b7f37f is-layout-flow wp-container-core-details-is-layout-1a0eff7f wp-block-details-is-layout-flow tw-has-icon tw-icon-plus-circle tw-has-icon-left\"><summary>How long does the introduction of BI take?<svg class=\"details-plus\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M12 2c5.523 0 10 4.477 10 10s-4.477 10-10 10S2 17.523 2 12 6.477 2 12 2m0 1.75a8.25 8.25 0 1 0 0 16.5 8.25 8.25 0 0 0 0-16.5\" \/><path d=\"M11.125 7.5h1.75v9h-1.75z\" class=\"plus-vertical\" \/><path d=\"M7.5 11.125h9v1.75h-9z\" \/><\/svg><\/summary>\n<p>This depends on the data situation and scope; an initial MVP for a prioritized area is often possible within a few weeks. The expansion to other areas then takes place iteratively, with benefits becoming visible early on and the solution being stabilized and expanded in parallel. <\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-link-color has-extra-large-font-size wp-elements-5954dbf6e222e3f5f6c47d116470282e is-layout-flow wp-container-core-details-is-layout-1a0eff7f wp-block-details-is-layout-flow tw-has-icon tw-icon-plus-circle tw-has-icon-left\"><summary>What does BI consulting or a BI project roughly cost?<svg class=\"details-plus\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M12 2c5.523 0 10 4.477 10 10s-4.477 10-10 10S2 17.523 2 12 6.477 2 12 2m0 1.75a8.25 8.25 0 1 0 0 16.5 8.25 8.25 0 0 0 0-16.5\" \/><path d=\"M11.125 7.5h1.75v9h-1.75z\" class=\"plus-vertical\" \/><path d=\"M7.5 11.125h9v1.75h-9z\" \/><\/svg><\/summary>\n<p>The costs depend primarily on the scope (number of areas\/KPIs), data sources, data quality, target architecture (DWH\/Lakehouse) and the desired self-service. We often start with an MVP (e.g. for a specialist area) and then scale up. After a brief scoping, we are happy to prepare a reliable offer including a roadmap.  <\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-link-color has-extra-large-font-size wp-elements-d20d97c2d24faa8925bf7d0003d3b62f is-layout-flow wp-container-core-details-is-layout-1a0eff7f wp-block-details-is-layout-flow tw-has-icon tw-icon-plus-circle tw-has-icon-left\"><summary>Power BI or Tableau &#8211; how do we make the right choice?<svg class=\"details-plus\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M12 2c5.523 0 10 4.477 10 10s-4.477 10-10 10S2 17.523 2 12 6.477 2 12 2m0 1.75a8.25 8.25 0 1 0 0 16.5 8.25 8.25 0 0 0 0-16.5\" \/><path d=\"M11.125 7.5h1.75v9h-1.75z\" class=\"plus-vertical\" \/><path d=\"M7.5 11.125h9v1.75h-9z\" \/><\/svg><\/summary>\n<p>Whether Power BI or Tableau is a better fit depends on your system landscape, user groups and governance requirements. In Microsoft environments (e.g. M365\/Azure\/Teams), Power BI is often an obvious standard, while Tableau can have advantages for very sophisticated visualizations and interactive self-service. We provide tool-independent advice, review your use cases and recommend the BI tool that best suits your goals.  <\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-link-color has-extra-large-font-size wp-elements-d4f267741ad6b82bba11e5478b694944 is-layout-flow wp-container-core-details-is-layout-1a0eff7f wp-block-details-is-layout-flow tw-has-icon tw-icon-plus-circle tw-has-icon-left\"><summary>Data warehouse vs. lakehouse &#8211; when do I need what?<svg class=\"details-plus\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M12 2c5.523 0 10 4.477 10 10s-4.477 10-10 10S2 17.523 2 12 6.477 2 12 2m0 1.75a8.25 8.25 0 1 0 0 16.5 8.25 8.25 0 0 0 0-16.5\" \/><path d=\"M11.125 7.5h1.75v9h-1.75z\" class=\"plus-vertical\" \/><path d=\"M7.5 11.125h9v1.75h-9z\" \/><\/svg><\/summary>\n<p>A data warehouse is often suitable for consistent KPI reporting from structured company data (e.g. ERP\/CRM). A data warehouse can be useful if additional large or heterogeneous data or further analytics requirements are to be integrated. <\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-link-color has-extra-large-font-size wp-elements-32747e98df51b4f70d4e1f1704337703 is-layout-flow wp-container-core-details-is-layout-1a0eff7f wp-block-details-is-layout-flow tw-has-icon tw-icon-plus-circle tw-has-icon-left\"><summary>Which data sources can be integrated (ERP\/CRM etc.)?<svg class=\"details-plus\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M12 2c5.523 0 10 4.477 10 10s-4.477 10-10 10S2 17.523 2 12 6.477 2 12 2m0 1.75a8.25 8.25 0 1 0 0 16.5 8.25 8.25 0 0 0 0-16.5\" \/><path d=\"M11.125 7.5h1.75v9h-1.75z\" class=\"plus-vertical\" \/><path d=\"M7.5 11.125h9v1.75h-9z\" \/><\/svg><\/summary>\n<p>We typically integrate data from ERP, CRM, finance and operational systems as well as from files\/Excel sources or web\/tracking data &#8211; depending on your landscape. It is crucial that definitions (e.g. &#8220;turnover&#8221;, &#8220;margin&#8221;, &#8220;lead&#8221;) are unambiguous and technically reproducible. When integrating data, we therefore pay attention to clean transformations, documentation and data quality rules.  <\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-link-color has-extra-large-font-size wp-elements-ada013e01a872d203fd77d035f928e70 is-layout-flow wp-container-core-details-is-layout-1a0eff7f wp-block-details-is-layout-flow tw-has-icon tw-icon-plus-circle tw-has-icon-left\"><summary>Do you provide support, operation and further development after go-live?<svg class=\"details-plus\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M12 2c5.523 0 10 4.477 10 10s-4.477 10-10 10S2 17.523 2 12 6.477 2 12 2m0 1.75a8.25 8.25 0 1 0 0 16.5 8.25 8.25 0 0 0 0-16.5\" \/><path d=\"M11.125 7.5h1.75v9h-1.75z\" class=\"plus-vertical\" \/><path d=\"M7.5 11.125h9v1.75h-9z\" \/><\/svg><\/summary>\n<p>Yes, if you wish, we can take over the operation and support of your business intelligence solution after the go-live &#8211; including monitoring, troubleshooting and maintenance of data pipelines, data model and reporting\/dashboards. We also provide support for further development (new KPIs, additional data sources, optimizations). We also help you to build up internal company resources with training courses.   <\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-link-color has-extra-large-font-size wp-elements-0b6abdba1b38433ed9fe2088af36ca2e is-layout-flow wp-container-core-details-is-layout-1a0eff7f wp-block-details-is-layout-flow tw-has-icon tw-icon-plus-circle tw-has-icon-left\"><summary>How do you ensure that dashboards are used in everyday life (adoption\/self-service)?<svg class=\"details-plus\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M12 2c5.523 0 10 4.477 10 10s-4.477 10-10 10S2 17.523 2 12 6.477 2 12 2m0 1.75a8.25 8.25 0 1 0 0 16.5 8.25 8.25 0 0 0 0-16.5\" \/><path d=\"M11.125 7.5h1.75v9h-1.75z\" class=\"plus-vertical\" \/><path d=\"M7.5 11.125h9v1.75h-9z\" \/><\/svg><\/summary>\n<p>We combine functional control logic with enablement: clear KPI definitions and responsibilities (ownership), role-based dashboards as well as training and short feedback cycles directly with the user groups. We establish guard rails for self-service BI (e.g. data catalog, authorizations, naming conventions and approval processes) so that specialist departments can work independently without uncontrolled &#8220;dashboard proliferation&#8221;. <\/p>\n<\/details>\n\n\n\n<div style=\"height:60px;width:0px\" aria-hidden=\"true\" class=\"wp-block-spacer wp-container-content-1cacd481\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/main>\n","protected":false},"excerpt":{"rendered":"<p>We support companies with business intelligence consulting &#8211; from KPI identification and control logic to data integration and dashboards (e.g. with Power BI or Tableau). The aim is to provide a reliable basis for decision-making: consistent key figures, clear responsibilities and reporting that triggers action across departments and hierarchical levels &#8211; not just figures. Where [&hellip;]<\/p>\n","protected":false},"author":15,"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-7122","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - 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\" \/>\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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