{"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\/cs\/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\">Odborn\u00e1 pomoc s datov\u00fdmi a BI projekty<\/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 []\">Pom\u00e1h\u00e1m firm\u00e1m p\u0159ipravit, navrhnout, zkontrolovat nebo posunout datov\u00e9 a BI projekty tak, aby vedly k pou\u017eiteln\u00fdm, srozumiteln\u00fdm a dlouhodob\u011b udr\u017eiteln\u00fdm v\u00fdsledk\u016fm.<\/p><p>Mohu pomoci s anal\u00fdzou probl\u00e9mu, n\u00e1vrhem \u0159e\u0161en\u00ed, datovou architekturou, datov\u00fdm skladem, BI reportingem, zad\u00e1n\u00edm pro dodavatele, odborn\u00fdm dohledem nad dod\u00e1vkou nebo n\u00e1vrhem pokro\u010dilej\u0161\u00edho analytick\u00e9ho \u0159e\u0161en\u00ed nad konkr\u00e9tn\u00ed oblast\u00ed firmy.<\/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\">Datov\u00fd projekt pot\u0159ebuje v\u00edc ne\u017e technologii<\/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 []\">Mnoho datov\u00fdch a BI projekt\u016f neza\u010dne selh\u00e1vat a\u017e p\u0159i implementaci. Probl\u00e9m b\u00fdv\u00e1 \u010dasto d\u0159\u00edv: v nejasn\u00e9m c\u00edli, slab\u00e9m zad\u00e1n\u00ed, rozd\u00edln\u00e9m ch\u00e1p\u00e1n\u00ed metrik, nevhodn\u00e9m datov\u00e9m modelu, \u0161patn\u011b zvolen\u00e9 architektu\u0159e nebo nedostate\u010dn\u00e9 komunikaci mezi byznysem, IT a dodavatelem.<\/p><p>Technologie je d\u016fle\u017eit\u00e1, ale sama o sob\u011b nesta\u010d\u00ed. Aby datov\u00fd projekt p\u0159inesl hodnotu, mus\u00ed b\u00fdt jasn\u00e9, jak\u00fd probl\u00e9m \u0159e\u0161\u00ed, jak\u00e1 rozhodnut\u00ed m\u00e1 podporovat, co znamenaj\u00ed kl\u00ed\u010dov\u00e1 \u010d\u00edsla, odkud data p\u0159ich\u00e1zej\u00ed a jak m\u00e1 b\u00fdt \u0159e\u0161en\u00ed dlouhodob\u011b udr\u017eiteln\u00e9.<\/p><p>Moje role je pomoci tyto v\u011bci ujasnit, navrhnout praktick\u00e9 \u0159e\u0161en\u00ed a dr\u017eet pozornost na v\u00fdsledku, kter\u00fd bude firm\u011b opravdu slou\u017eit.<\/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\">Typick\u00e9 situace, kdy d\u00e1v\u00e1 spolupr\u00e1ce smysl<\/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>P\u0159ipravujete nov\u00fd BI nebo datov\u00fd projekt.<\/p><\/li><li><p>Reporting se rozr\u016fst\u00e1, ale ztr\u00e1c\u00ed p\u0159ehlednost a d\u016fv\u011bryhodnost.<\/p><\/li><li><p>Veden\u00ed chce lep\u0161\u00ed \u010d\u00edsla, ale nen\u00ed jasn\u00e9, co p\u0159esn\u011b to znamen\u00e1.<\/p><\/li><li><p>Pot\u0159ebujete navrhnout nebo zkontrolovat datov\u00fd sklad, datamart nebo analytickou vrstvu.<\/p><\/li><li><p>Dodavatel navrhuje \u0159e\u0161en\u00ed a pot\u0159ebujete nez\u00e1visl\u00e9 odborn\u00e9 posouzen\u00ed.<\/p><\/li><li><p>Byznys, IT a dodavatel si pod c\u00edlem projektu p\u0159edstavuj\u00ed r\u016fzn\u00e9 v\u011bci.<\/p><\/li><li><p>M\u00e1te data ve v\u00edce syst\u00e9mech nebo firm\u00e1ch a pot\u0159ebujete je smyslupln\u011b propojit.<\/p><\/li><li><p>Pot\u0159ebujete p\u0159ipravit zad\u00e1n\u00ed, roadmapu nebo architekturu dal\u0161\u00ed f\u00e1ze.<\/p><\/li><li><p>Projekt u\u017e b\u011b\u017e\u00ed, ale je pot\u0159eba zkontrolovat nebo opravit sm\u011br.<\/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\">S \u010d\u00edm v\u00e1m mohu pomoci<\/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. Anal\u00fdza a n\u00e1vrh \u0159e\u0161en\u00ed datov\u00e9ho probl\u00e9mu<\/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 []\">Pomohu pojmenovat skute\u010dn\u00fd probl\u00e9m, zasadit ho do byznysov\u00e9ho a datov\u00e9ho kontextu a navrhnout praktick\u00fd dal\u0161\u00ed postup.<\/p><p>Typicky \u0159e\u0161\u00edme:<\/p><ul data-spread=\"false\"><li><p>co je skute\u010dn\u00fd probl\u00e9m a co je jen jeho projev,<\/p><\/li><li><p>jak\u00e1 rozhodnut\u00ed m\u00e1 \u0159e\u0161en\u00ed podporovat,<\/p><\/li><li><p>jak\u00e1 data, syst\u00e9my a t\u00fdmy do situace vstupuj\u00ed,<\/p><\/li><li><p>kde jsou hlavn\u00ed rizika,<\/p><\/li><li><p>jak\u00fd dal\u0161\u00ed krok d\u00e1v\u00e1 smysl.<\/p><\/li><\/ul><p>V\u00fdsledkem m\u016f\u017ee b\u00fdt n\u00e1vrh \u0159e\u0161en\u00ed, r\u00e1mcov\u00e1 roadmapa, doporu\u010den\u00ed pro dal\u0161\u00ed f\u00e1zi nebo zad\u00e1n\u00ed pro intern\u00ed t\u00fdm \u010di dodavatele.<\/p><p><a href=\"\/cs\/contact\/\"><strong>Probrat anal\u00fdzu a n\u00e1vrh \u0159e\u0161en\u00ed \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. Datov\u00e1 architektura a datov\u00fd sklad<\/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 []\">Pomohu navrhnout nebo zkontrolovat architekturu datov\u00e9ho \u0159e\u0161en\u00ed tak, aby nebyla jen technicky mo\u017en\u00e1, ale tak\u00e9 srozumiteln\u00e1, udr\u017eiteln\u00e1 a pou\u017eiteln\u00e1 pro reporting a rozhodov\u00e1n\u00ed.<\/p><p>Typick\u00e1 t\u00e9mata:<\/p><ul data-spread=\"false\"><li><p>role zdrojov\u00fdch syst\u00e9m\u016f, DWH, datamart\u016f a BI vrstvy,<\/p><\/li><li><p>n\u00e1vrh analytick\u00e9 vrstvy,<\/p><\/li><li><p>vazby mezi syst\u00e9my,<\/p><\/li><li><p>pr\u00e1ce s histori\u00ed a zm\u011bnami struktur,<\/p><\/li><li><p>propojen\u00ed dat z v\u00edce syst\u00e9m\u016f nebo firem,<\/p><\/li><li><p>n\u00e1vrh datov\u00e9ho modelu,<\/p><\/li><li><p>dlouhodob\u00e1 udr\u017eitelnost a roz\u0161i\u0159itelnost \u0159e\u0161en\u00ed.<\/p><\/li><\/ul><p>Nejde jen o to \u201epostavit datov\u00fd sklad\u201c. D\u016fle\u017eit\u00e9 je, aby m\u011bl jasnou roli v celkov\u00e9 datov\u00e9 architektu\u0159e firmy.<\/p><p><a href=\"\/cs\/contact\/\"><strong>Probrat datovou architekturu nebo 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 a analytick\u00e1 vrstva<\/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 []\">Pomohu navrhnout reporting a analytickou vrstvu tak, aby v\u00fdstupy nebyly jen vizu\u00e1ln\u011b hezk\u00e9, ale hlavn\u011b srozumiteln\u00e9, pou\u017eiteln\u00e9 a d\u016fv\u011bryhodn\u00e9.<\/p><p>Typicky \u0159e\u0161\u00edme:<\/p><ul data-spread=\"false\"><li><p>jak\u00e1 rozhodnut\u00ed m\u00e1 reporting podporovat,<\/p><\/li><li><p>jak\u00e9 metriky a dimenze jsou opravdu d\u016fle\u017eit\u00e9,<\/p><\/li><li><p>jak maj\u00ed b\u00fdt definovan\u00e9 KPI,<\/p><\/li><li><p>jak postavit datov\u00fd model pro reporting,<\/p><\/li><li><p>jak navrhnout dashboardy a reporty,<\/p><\/li><li><p>jak odd\u011blit operativn\u00ed reporting, mana\u017eersk\u00e9 pohledy a hlub\u0161\u00ed analytiku,<\/p><\/li><li><p>jak p\u0159edej\u00edt situaci, kdy vznikne mnoho report\u016f, ale m\u00e1lo skute\u010dn\u00e9 opory pro rozhodov\u00e1n\u00ed.<\/p><\/li><\/ul><p><a href=\"\/cs\/contact\/\"><strong>Probrat BI reporting a analytickou vrstvu \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. Zad\u00e1n\u00ed, roadmapa a dohled nad dod\u00e1vkou<\/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 []\">Pomohu p\u0159ipravit zad\u00e1n\u00ed pro intern\u00ed t\u00fdm nebo dodavatele, zkontrolovat n\u00e1vrh \u0159e\u0161en\u00ed nebo pr\u016fb\u011b\u017en\u011b dohl\u00ed\u017eet, zda se projekt dr\u017e\u00ed spr\u00e1vn\u00e9ho sm\u011bru.<\/p><p>Typicky pom\u00e1h\u00e1m:<\/p><ul data-spread=\"false\"><li><p>formulovat zad\u00e1n\u00ed tak, aby bylo byznysov\u011b i datov\u011b srozumiteln\u00e9,<\/p><\/li><li><p>rozd\u011blit projekt do praktick\u00fdch krok\u016f,<\/p><\/li><li><p>zkontrolovat n\u00e1vrh dodavatele,<\/p><\/li><li><p>upozornit na rizika v architektu\u0159e, metrik\u00e1ch nebo datech,<\/p><\/li><li><p>pom\u00e1hat s komunikac\u00ed mezi byznysem, IT a dodavateli,<\/p><\/li><li><p>pr\u016fb\u011b\u017en\u011b korigovat sm\u011br projektu.<\/p><\/li><\/ul><p>Tato forma pomoci je vhodn\u00e1 zejm\u00e9na tam, kde firma nechce b\u00fdt pln\u011b z\u00e1visl\u00e1 na pohledu dodavatele a pot\u0159ebuje vlastn\u00ed seniorn\u00ed datovou oporu.<\/p><p><a href=\"\/cs\/contact\/\"><strong>Probrat zad\u00e1n\u00ed nebo dohled nad dod\u00e1vkou \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. Pokro\u010dilej\u0161\u00ed analytick\u00e1 \u0159e\u0161en\u00ed<\/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 []\">V n\u011bkter\u00fdch situac\u00edch d\u00e1v\u00e1 smysl nejen navrhnout datovou nebo BI architekturu, ale tak\u00e9 p\u0159ipravit pokro\u010dilej\u0161\u00ed analytick\u00e9 \u0159e\u0161en\u00ed nad konkr\u00e9tn\u00ed oblast\u00ed firmy \u2014 nap\u0159\u00edklad obchodem, retenc\u00ed klient\u016f, v\u00fdkonnost\u00ed proces\u016f nebo provozn\u00edmi daty.<\/p><p>Takov\u00e1 spolupr\u00e1ce nen\u00ed hotov\u00fd krabicov\u00fd produkt ani b\u011b\u017en\u00fd dashboard. Jde o individu\u00e1ln\u00ed projekt, kter\u00fd se mus\u00ed zasadit do dat, reportingu, proces\u016f a syst\u00e9m\u016f konkr\u00e9tn\u00ed firmy.<\/p><p>Typicky m\u016f\u017ee zahrnovat:<\/p><ul data-spread=\"false\"><li><p>anal\u00fdzu dat a proces\u016f,<\/p><\/li><li><p>n\u00e1vrh analytick\u00e9 logiky,<\/p><\/li><li><p>n\u00e1vrh datov\u00e9ho modelu,<\/p><\/li><li><p>backend nad SQL Serverem nebo jinou vhodnou platformou,<\/p><\/li><li><p>propojen\u00ed s existuj\u00edc\u00edm reportingem,<\/p><\/li><li><p>doporu\u010den\u00ed pro rozhodov\u00e1n\u00ed nebo \u0159\u00edzen\u00ed aktivit,<\/p><\/li><li><p>n\u00e1slednou \u00fadr\u017ebu a rozvoj.<\/p><\/li><\/ul><p>Konkr\u00e9tn\u011bj\u0161\u00ed specializovan\u00e1 \u0159e\u0161en\u00ed, nap\u0159\u00edklad pro B2B sales nebo retenci klient\u016f, d\u00e1vaj\u00ed smysl \u0159e\u0161it samostatn\u011b podle dat, proces\u016f a obchodn\u00edho kontextu konkr\u00e9tn\u00ed firmy.<\/p><p><strong>Rozpo\u010det se stanovuje podle rozsahu; u pokro\u010dilej\u0161\u00edch analytick\u00fdch \u0159e\u0161en\u00ed typicky od vy\u0161\u0161\u00edch stovek tis\u00edc a\u017e jednotek milion\u016f K\u010d.<\/strong><\/p><p><a href=\"\/cs\/contact\/\"><strong>Probrat pokro\u010dilej\u0161\u00ed analytick\u00e9 \u0159e\u0161en\u00ed \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\">Co t\u00edm firma z\u00edsk\u00e1<\/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 []\">Dob\u0159e p\u0159ipraven\u00fd datov\u00fd nebo BI projekt m\u00e1 v\u00fdrazn\u011b v\u011bt\u0161\u00ed \u0161anci p\u0159in\u00e9st hodnotu. Ne proto, \u017ee se vybere spr\u00e1vn\u00fd n\u00e1stroj, ale proto\u017ee je jasn\u011bj\u0161\u00ed probl\u00e9m, c\u00edl, datov\u00fd model, v\u00fdznam \u010d\u00edsel, architektura i dal\u0161\u00ed postup.<\/p><p>Typick\u00e9 p\u0159\u00ednosy spolupr\u00e1ce:<\/p><ul data-spread=\"false\"><li><p>jasn\u011bj\u0161\u00ed zad\u00e1n\u00ed a men\u0161\u00ed riziko \u0161patn\u00e9ho startu projektu,<\/p><\/li><li><p>lep\u0161\u00ed propojen\u00ed byznysov\u00fdch pot\u0159eb a datov\u00e9ho \u0159e\u0161en\u00ed,<\/p><\/li><li><p>srozumiteln\u011bj\u0161\u00ed v\u00fdznam metrik a KPI,<\/p><\/li><li><p>vhodn\u011bj\u0161\u00ed datov\u00fd model a architektura,<\/p><\/li><li><p>v\u011bt\u0161\u00ed \u0161ance, \u017ee reporting bude skute\u010dn\u011b pou\u017eiteln\u00fd,<\/p><\/li><li><p>v\u010dasn\u00e9 odhalen\u00ed rizik v datech, zad\u00e1n\u00ed nebo n\u00e1vrhu dodavatele,<\/p><\/li><li><p>lep\u0161\u00ed komunikace mezi byznysem, IT, datov\u00fdm t\u00fdmem a dodavateli,<\/p><\/li><li><p>prakti\u010dt\u011bj\u0161\u00ed roadmapa dal\u0161\u00edho rozvoje,<\/p><\/li><li><p>men\u0161\u00ed riziko, \u017ee vznikne drah\u00e9 \u0159e\u0161en\u00ed, o kter\u00e9 se firma nebude um\u011bt op\u0159\u00edt.<\/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\">Cena a rozsah<\/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 []\">Datov\u00e9 a BI projekty se li\u0161\u00ed podle c\u00edle, f\u00e1ze, rozsahu, po\u010dtu zapojen\u00fdch syst\u00e9m\u016f, dostupnosti lid\u00ed a po\u017eadovan\u00e9ho v\u00fdstupu. Proto se tato spolupr\u00e1ce obvykle nacen\u00ed podle konkr\u00e9tn\u00ed situace.<\/p><p>Typick\u00fd rozsah m\u016f\u017ee b\u00fdt:<\/p><table><tbody><tr><td><strong>Forma spolupr\u00e1ce<\/strong><\/td><td><strong>Vhodn\u00e9 pro<\/strong><\/td><td><strong>Cena<\/strong><\/td><\/tr><tr><td>Konzultace projektu<\/td><td>rychl\u00e9 odborn\u00e9 posouzen\u00ed konkr\u00e9tn\u00ed ot\u00e1zky<\/td><td>7 000 K\u010d \/ hod.<\/td><\/tr><tr><td>Konzulta\u010dn\u00ed bal\u00ed\u010dek<\/td><td>ujasn\u011bn\u00ed probl\u00e9mu, rizik a dal\u0161\u00edho postupu<\/td><td>70 000 K\u010d \/ 12 hodin \/ 3 setk\u00e1n\u00ed<\/td><\/tr><tr><td>Anal\u00fdza a n\u00e1vrh \u0159e\u0161en\u00ed<\/td><td>konkr\u00e9tn\u00ed n\u00e1vrhov\u00e1 nebo analytick\u00e1 pr\u00e1ce<\/td><td>podle rozsahu<\/td><\/tr><tr><td>Architektura \/ DWH \/ BI n\u00e1vrh<\/td><td>p\u0159\u00edprava nebo revize v\u011bt\u0161\u00edho \u0159e\u0161en\u00ed<\/td><td>podle rozsahu<\/td><\/tr><tr><td>Pokro\u010dilej\u0161\u00ed analytick\u00e9 \u0159e\u0161en\u00ed<\/td><td>individu\u00e1ln\u00ed analytika nad konkr\u00e9tn\u00ed oblast\u00ed firmy<\/td><td>podle rozsahu, typicky od vy\u0161\u0161\u00edch stovek tis\u00edc K\u010d<\/td><\/tr><\/tbody><\/table><p>Ceny jsou uvedeny bez DPH, pokud se DPH uplatn\u00ed.<\/p><p>U projektov\u00e9 pr\u00e1ce je d\u016fle\u017eit\u00e9 nejd\u0159\u00edv rozli\u0161it, zda pot\u0159ebujete rychl\u00e9 posouzen\u00ed, n\u00e1vrhovou f\u00e1zi, odborn\u00fd dohled nebo konkr\u00e9tn\u00ed dod\u00e1vku. Podle toho se nastav\u00ed rozsah, forma spolupr\u00e1ce a odpov\u011bdnosti.<\/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\">Jak spolupr\u00e1ce prob\u00edh\u00e1<\/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. Pop\u00ed\u0161ete situaci a c\u00edl<\/strong><\/p><p>Za\u010dneme t\u00edm, co se ve firm\u011b \u0159e\u0161\u00ed, pro\u010d je to d\u016fle\u017eit\u00e9 a v jak\u00e9 f\u00e1zi projekt je.<\/p><p>\u00a0<\/p><p><strong>2. Ujasn\u00edme, jakou pomoc pot\u0159ebujete<\/strong><\/p><p>Rozli\u0161\u00edme, zda d\u00e1v\u00e1 smysl konzultace, anal\u00fdza, n\u00e1vrh \u0159e\u0161en\u00ed, architektura, dohled nad dod\u00e1vkou nebo konkr\u00e9tn\u00ed analytick\u00e9 \u0159e\u0161en\u00ed.<\/p><p>\u00a0<\/p><p><strong>3. Dohodneme rozsah a v\u00fdstup<\/strong><\/p><p>Ujasn\u00edme si, co m\u00e1 b\u00fdt v\u00fdsledkem: rozhodnut\u00ed, zad\u00e1n\u00ed, roadmapa, n\u00e1vrh architektury, datov\u00fd model, reportingov\u00e1 vrstva, kontrola sm\u011bru nebo dodan\u00e9 analytick\u00e9 \u0159e\u0161en\u00ed.<\/p><p>\u00a0<\/p><p><strong>4. Pracujeme na v\u00fdsledku, kter\u00fd m\u00e1 firm\u011b slou\u017eit<\/strong><\/p><p>C\u00edlem nen\u00ed dodat jen dokument nebo dashboard. C\u00edlem je posunout firmu k \u0159e\u0161en\u00ed, o kter\u00e9 se d\u00e1 prakticky op\u0159\u00edt.<\/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\">Poj\u010fme probrat v\u00e1\u0161 datov\u00fd nebo BI projekt<\/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 []\">Napi\u0161te mi, co \u0159e\u0161\u00edte, v jak\u00e9 f\u00e1zi projekt je a jak\u00fd v\u00fdsledek pot\u0159ebujete. Spole\u010dn\u011b vybereme vhodnou formu pomoci \u2014 od konzultace p\u0159es n\u00e1vrh \u0159e\u0161en\u00ed a\u017e po odborn\u00fd dohled nebo p\u0159\u00edpravu pokro\u010dilej\u0161\u00ed analytiky.<\/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\">Datov\u00fd r\u00e1dce<\/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=\"\/cs\/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\">Kontaktujte m\u011b<\/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>","protected":false},"excerpt":{"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>\n","protected":false},"author":1,"featured_media":2959,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_canvas","meta":{"footnotes":""},"class_list":["post-2950","page","type-page","status-publish","has-post-thumbnail","hentry"],"rankMath":{"parentDomain":"mirekcerny.com","noFollowDomains":[],"noFollowExcludeDomains":[],"noFollowExternalLinks":false,"featuredImageNotice":"Doporu\u010den\u00fd obr\u00e1zek by m\u011bl b\u00fdt alespo\u0148 200 x 200 pixel\u016f, aby jej bylo mo\u017en\u00e9 zachytit na Facebooku a na jin\u00fdch soci\u00e1ln\u00edch 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