{
    "id": 2950,
    "date": "2026-05-01T18:04:40",
    "date_gmt": "2026-05-01T18:04:40",
    "guid": {
        "rendered": "https:\/\/mirekcerny.com\/?page_id=2950"
    },
    "modified": "2026-05-02T09:15:16",
    "modified_gmt": "2026-05-02T09:15:16",
    "slug": "data-bi-projects",
    "status": "publish",
    "type": "page",
    "link": "https:\/\/mirekcerny.com\/en\/data-bi-projects\/",
    "title": {
        "rendered": "Datov\u00e9 a BI projekty"
    },
    "content": {
        "rendered": "<div data-elementor-type=\"wp-page\" data-elementor-id=\"2950\" class=\"elementor elementor-2950\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e544dba elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"e544dba\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-611d5ee\" data-id=\"611d5ee\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ee0e4db animated-slow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"ee0e4db\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Expert support for data and BI projects<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a86a25d elementor-widget-tablet__width-initial elementor-widget__width-initial elementor-widget elementor-widget-spacer\" data-id=\"a86a25d\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-b9c36a9 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"b9c36a9\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-9611dbe\" data-id=\"9611dbe\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0f88e84 elementor-widget elementor-widget-text-editor\" data-id=\"0f88e84\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">I help companies prepare, design, review or move data and BI projects forward so they lead to usable, understandable and sustainable outcomes.<\/p><p>I can help with problem analysis, solution design, data architecture, data warehouses, BI reporting, supplier assignments, expert delivery oversight or the design of a more advanced analytical solution for a specific business area.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-b401c2c\" data-id=\"b401c2c\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bd5e99e elementor-widget-tablet__width-initial elementor-widget__width-initial elementor-widget elementor-widget-spacer\" data-id=\"bd5e99e\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-cd25328 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cd25328\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-db64487\" data-id=\"db64487\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-19eab01 elementor-widget elementor-widget-heading\" data-id=\"19eab01\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">A data project needs more than technology<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a6418b4 elementor-widget elementor-widget-text-editor\" data-id=\"a6418b4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">Many data and BI projects do not start failing only during implementation. The issue often appears earlier: in an unclear goal, weak assignment, different understanding of metrics, unsuitable data model, poorly chosen architecture or insufficient communication between business, IT and suppliers.<\/p><p>Technology matters, but it is not enough on its own. For a data project to bring value, it must be clear what problem it solves, what decisions it should support, what key numbers mean, where data comes from and how the solution should remain sustainable over time.<\/p><p>My role is to help clarify these points, design a practical solution and keep attention on an outcome that will truly serve the company.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a2449c4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a2449c4\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e2791f9\" data-id=\"e2791f9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-56fe1a4 elementor-widget elementor-widget-heading\" data-id=\"56fe1a4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Typical situations where cooperation makes sense<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-08f9fcd elementor-widget elementor-widget-text-editor\" data-id=\"08f9fcd\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul data-spread=\"false\" data-pm-slice=\"3 3 []\"><li><p>You are preparing a new BI or data project.<\/p><\/li><li><p>Reporting is growing but becoming harder to navigate and trust.<\/p><\/li><li><p>Leadership wants better numbers, but it is not clear what that actually means.<\/p><\/li><li><p>You need to design or review a data warehouse, datamart or analytical layer.<\/p><\/li><li><p>A supplier proposes a solution and you need an independent expert review.<\/p><\/li><li><p>Business, IT and the supplier understand the project goal differently.<\/p><\/li><li><p>You have data in multiple systems or companies and need to connect it meaningfully.<\/p><\/li><li><p>You need to prepare an assignment, roadmap or architecture for the next phase.<\/p><\/li><li><p>The project is already running but needs a direction check or correction.<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4e77407 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4e77407\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c6e6983\" data-id=\"c6e6983\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c2a1a0f elementor-widget elementor-widget-heading\" data-id=\"c2a1a0f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How I can help<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1c137bd elementor-widget elementor-widget-heading\" data-id=\"1c137bd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">1. Analysis and solution design for a data problem<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3f04227 elementor-widget elementor-widget-text-editor\" data-id=\"3f04227\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">I help name the real problem, place it in business and data context and design a practical next step.<\/p><p>We typically clarify:<\/p><ul data-spread=\"false\"><li><p>what the real problem is and what is only a symptom,<\/p><\/li><li><p>what decisions the solution should support,<\/p><\/li><li><p>what data, systems and teams are involved,<\/p><\/li><li><p>where the main risks are,<\/p><\/li><li><p>what next step makes sense.<\/p><\/li><\/ul><p>The result may be a solution design, high-level roadmap, recommendation for the next phase or an assignment for an internal team or supplier.<\/p><p><a href=\"\/en\/contact\/\"><strong>Discuss analysis and solution design \u2192<\/strong><\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-afeb84c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"afeb84c\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ac88475\" data-id=\"ac88475\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-db91de4 elementor-widget elementor-widget-heading\" data-id=\"db91de4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">2. Data architecture and data warehouse<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c22338 elementor-widget elementor-widget-text-editor\" data-id=\"6c22338\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">I help design or review the architecture of a data solution so it is not only technically possible, but also understandable, sustainable and usable for reporting and decision-making.<\/p><p>Typical topics:<\/p><ul data-spread=\"false\"><li><p>roles of source systems, DWH, datamarts and BI layer,<\/p><\/li><li><p>analytical layer design,<\/p><\/li><li><p>links between systems,<\/p><\/li><li><p>work with history and structural changes,<\/p><\/li><li><p>connecting data from multiple systems or companies,<\/p><\/li><li><p>data model design,<\/p><\/li><li><p>long-term sustainability and scalability of the solution.<\/p><\/li><\/ul><p>The point is not only to \u201cbuild a data warehouse\u201d. What matters is that it has a clear role in the company\u2019s overall data architecture.<\/p><p><a href=\"\/en\/contact\/\"><strong>Discuss data architecture or DWH \u2192<\/strong><\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c405585 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c405585\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0933510\" data-id=\"0933510\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-814a518 elementor-widget elementor-widget-heading\" data-id=\"814a518\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">3. BI reporting and analytical layer<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-83ed11e elementor-widget elementor-widget-text-editor\" data-id=\"83ed11e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">I help design reporting and the analytical layer so outputs are not only visually attractive, but mainly understandable, usable and trustworthy.<\/p><p>We typically work on:<\/p><ul data-spread=\"false\"><li><p>what decisions the reporting should support,<\/p><\/li><li><p>which metrics and dimensions truly matter,<\/p><\/li><li><p>how KPIs should be defined,<\/p><\/li><li><p>how to build the data model for reporting,<\/p><\/li><li><p>how to design dashboards and reports,<\/p><\/li><li><p>how to separate operational reporting, management views and deeper analytics,<\/p><\/li><li><p>how to avoid a situation where many reports exist but provide little real support for decisions.<\/p><\/li><\/ul><p><a href=\"\/en\/contact\/\"><strong>Discuss BI reporting and the analytical layer \u2192<\/strong><\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d4f25d7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d4f25d7\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-fea70a6\" data-id=\"fea70a6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d4b9e6a elementor-widget elementor-widget-heading\" data-id=\"d4b9e6a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">4. Assignment, roadmap and delivery oversight<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0bd99c4 elementor-widget elementor-widget-text-editor\" data-id=\"0bd99c4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">I help prepare assignments for internal teams or suppliers, review solution proposals or continuously oversee whether the project is moving in the right direction.<\/p><p>I typically help to:<\/p><ul data-spread=\"false\"><li><p>formulate assignments so they are understandable from both business and data perspectives,<\/p><\/li><li><p>split the project into practical steps,<\/p><\/li><li><p>review supplier proposals,<\/p><\/li><li><p>highlight risks in architecture, metrics or data,<\/p><\/li><li><p>support communication between business, IT and suppliers,<\/p><\/li><li><p>continuously correct project direction.<\/p><\/li><\/ul><p>This form of support is especially useful where a company does not want to be fully dependent on a supplier\u2019s view and needs its own senior data perspective.<\/p><p><a href=\"\/en\/contact\/\"><strong>Discuss assignment or delivery oversight \u2192<\/strong><\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-99fe557 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"99fe557\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-15fb3bc\" data-id=\"15fb3bc\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1d7d913 elementor-widget elementor-widget-heading\" data-id=\"1d7d913\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">5. More advanced analytical solutions<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-31e8639 elementor-widget elementor-widget-text-editor\" data-id=\"31e8639\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">In some situations, it makes sense not only to design data or BI architecture, but also to prepare a more advanced analytical solution for a specific business area \u2014 for example sales, client retention, process performance or operational data.<\/p><p>This is not an off-the-shelf product and not a standard dashboard. It is an individual project that needs to be embedded into the data, reporting, processes and systems of a specific company.<\/p><p>It may typically include:<\/p><ul data-spread=\"false\"><li><p>data and process analysis,<\/p><\/li><li><p>design of analytical logic,<\/p><\/li><li><p>data model design,<\/p><\/li><li><p>backend built on SQL Server or another suitable platform,<\/p><\/li><li><p>connection to the existing reporting environment,<\/p><\/li><li><p>recommendations for decision-making or activity management,<\/p><\/li><li><p>ongoing maintenance and development.<\/p><\/li><\/ul><p>More specialised solutions, for example for B2B sales or client retention, make sense to address separately based on the data, processes and commercial context of a specific company.<\/p><p><strong>The budget depends on scope; more advanced analytical solutions typically start from higher hundreds of thousands CZK and may reach several million CZK.<\/strong><\/p><p><a href=\"\/en\/contact\/\"><strong>Discuss a more advanced analytical solution \u2192<\/strong><\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7bd19d6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7bd19d6\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-fe5dda7\" data-id=\"fe5dda7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3d30849 elementor-widget elementor-widget-heading\" data-id=\"3d30849\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">What the company gains<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-143afd7 elementor-widget elementor-widget-text-editor\" data-id=\"143afd7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 3 []\">A well-prepared data or BI project has a much higher chance of bringing value. Not because the right tool is selected, but because the problem, goal, data model, meaning of numbers, architecture and next steps are clearer.<\/p><p>Typical benefits of cooperation:<\/p><ul data-spread=\"false\"><li><p>clearer assignment and lower risk of a poor project start,<\/p><\/li><li><p>better connection between business needs and the data solution,<\/p><\/li><li><p>clearer meaning of metrics and KPIs,<\/p><\/li><li><p>more suitable data model and architecture,<\/p><\/li><li><p>higher chance that reporting will be truly usable,<\/p><\/li><li><p>early detection of risks in data, assignment or supplier proposal,<\/p><\/li><li><p>better communication between business, IT, data teams and suppliers,<\/p><\/li><li><p>more practical roadmap for further development,<\/p><\/li><li><p>lower risk of creating an expensive solution the company cannot rely on.<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-09bf06b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"09bf06b\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6d08d43\" data-id=\"6d08d43\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c9695cf elementor-widget elementor-widget-heading\" data-id=\"c9695cf\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Fee and scope<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-39169d4 elementor-widget elementor-widget-text-editor\" data-id=\"39169d4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">Data and BI projects differ by goal, phase, scope, number of systems involved, availability of people and expected output. This cooperation is therefore usually priced based on the specific situation.<\/p><p>Typical scope may include:<\/p><table><tbody><tr><td><strong>Form of cooperation<\/strong><\/td><td><strong>Suitable for<\/strong><\/td><td><strong>Fee<\/strong><\/td><\/tr><tr><td>Project consultation<\/td><td>quick expert assessment of a specific question<\/td><td>CZK 7,000 \/ hour<\/td><\/tr><tr><td>Consultation package<\/td><td>clarification of the problem, risks and next steps<\/td><td>CZK 70,000 \/ 12 hours \/ 3 sessions<\/td><\/tr><tr><td>Analysis and solution design<\/td><td>concrete analytical or design work<\/td><td>based on scope<\/td><\/tr><tr><td>Architecture \/ DWH \/ BI design<\/td><td>preparation or review of a larger solution<\/td><td>based on scope<\/td><\/tr><tr><td>More advanced analytical solution<\/td><td>individual analytics for a specific business area<\/td><td>based on scope, typically from higher hundreds of thousands CZK<\/td><\/tr><\/tbody><\/table><p>Fees are listed without VAT where VAT applies.<\/p><p>For project work, it is important to first distinguish whether you need quick assessment, a design phase, expert oversight or concrete delivery. Based on that, the scope, form of cooperation and responsibilities are defined.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2ec9b7b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2ec9b7b\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-cb9dbc7\" data-id=\"cb9dbc7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1fe2310 elementor-widget elementor-widget-heading\" data-id=\"1fe2310\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">How cooperation works<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5ae2abf elementor-widget elementor-widget-text-editor\" data-id=\"5ae2abf\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>1. You describe the situation and goal<\/strong><\/p><p>We start with what the company is dealing with, why it matters and what phase the project is in.<\/p><p>\u00a0<\/p><p><strong>2. We clarify what help you need<\/strong><\/p><p>We distinguish whether consultation, analysis, solution design, architecture, delivery oversight or a concrete analytical solution makes sense.<\/p><p>\u00a0<\/p><p><strong>3. We agree on scope and output<\/strong><\/p><p>We clarify what the result should be: a decision, assignment, roadmap, architecture design, data model, reporting layer, direction check or delivered analytical solution.<\/p><p>\u00a0<\/p><p><strong>4. We work on an outcome that serves the company<\/strong><\/p><p>The goal is not to deliver only a document or dashboard. The goal is to move the company towards a solution it can practically rely on.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-638b17e elementor-section-height-default elementor-section-boxed elementor-section-height-default\" data-id=\"638b17e\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wider\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-f78a837\" data-id=\"f78a837\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1edb1ea elementor-widget elementor-widget-heading\" data-id=\"1edb1ea\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Let\u2019s discuss your data or BI project<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-753f9e4 elementor-widget elementor-widget-text-editor\" data-id=\"753f9e4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">Send me a short description of what you are dealing with, what phase the project is in and what result you need. Together, we will choose the right form of support \u2014 from consultation through solution design to expert oversight or preparation of more advanced analytics.<\/p><p data-start=\"5919\" data-end=\"6000\"><em data-start=\"6007\" data-end=\"6020\">Mirek \u010cern\u00fd<\/em><br data-start=\"6037\" data-end=\"6040\" \/><em data-start=\"6040\" data-end=\"6080\">Data Advisor<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bcc18ba elementor-align-center elementor-mobile-align-center elementor-widget elementor-widget-button\" data-id=\"bcc18ba\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/en\/contact\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Contact me<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-0d61985\" data-id=\"0d61985\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d2d3cd0 elementor-widget elementor-widget-image\" data-id=\"d2d3cd0\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"500\" height=\"751\" src=\"https:\/\/mirekcerny.com\/wp-content\/uploads\/2026\/04\/2579_500.webp\" class=\"attachment-large size-large wp-image-2787\" alt=\"Mirek Cerny\" srcset=\"https:\/\/mirekcerny.com\/wp-content\/uploads\/2026\/04\/2579_500.webp 500w, https:\/\/mirekcerny.com\/wp-content\/uploads\/2026\/04\/2579_500-200x300.webp 200w, https:\/\/mirekcerny.com\/wp-content\/uploads\/2026\/04\/2579_500-8x12.webp 8w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>",
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        "rendered": "<p>Expert support for data and BI projects I help companies prepare, design, review or move data and BI projects forward so they lead to usable, understandable and sustainable outcomes. I can help with problem analysis, solution design, data architecture, data warehouses, BI reporting, supplier assignments, expert delivery oversight or the design of a more advanced [&hellip;]<\/p>",
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