{"id":33528,"date":"2026-04-23T18:23:40","date_gmt":"2026-04-23T18:23:40","guid":{"rendered":"https:\/\/cobit-solutions.com\/en\/?p=33528"},"modified":"2026-07-26T23:40:00","modified_gmt":"2026-07-26T23:40:00","slug":"how-to-go-from-the-chaos-of-hundreds-of-thousands-of-metrics-to-analytics-with-99-accuracy","status":"publish","type":"post","link":"https:\/\/cobit-solutions.com\/en\/how-to-go-from-the-chaos-of-hundreds-of-thousands-of-metrics-to-analytics-with-99-accuracy\/","title":{"rendered":"How to go from the chaos of hundreds of thousands of metrics to analytics with 99% accuracy"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"33528\" class=\"elementor elementor-33528\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-12d437e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"12d437e\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;video&quot;,&quot;background_video_link&quot;:&quot;https:\\\/\\\/cobit-solutions.com\\\/en\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2026\\\/04\\\/looking-back-at-some-highlights-from-last-year_.mp4&quot;}\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-background-video-container elementor-hidden-mobile\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<video class=\"elementor-background-video-hosted\" role=\"presentation\" autoplay muted playsinline loop><\/video>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\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-50 elementor-top-column elementor-element elementor-element-90dd1de\" data-id=\"90dd1de\" data-element_type=\"column\" data-e-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-a2b6799 animated-slow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"a2b6799\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">BI &amp; Data Warehouse Implementation Case Study <span class=\"h1-span\">for Steelite International USA<\/span><\/h1>\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-top-column elementor-element elementor-element-1ee9de4\" data-id=\"1ee9de4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\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-5b78d9a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5b78d9a\" data-element_type=\"section\" data-e-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-top-column elementor-element elementor-element-1a5b293\" data-id=\"1a5b293\" data-element_type=\"column\" data-e-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-b407e8c elementor-widget elementor-widget-heading\" data-id=\"b407e8c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How Steelite Turned Metrics Chaos Across 8 ERP Systems into Unified Reporting with 99% Accuracy<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-ad07a81 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ad07a81\" data-element_type=\"section\" data-e-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-50 elementor-inner-column elementor-element elementor-element-4e76b7b\" data-id=\"4e76b7b\" data-element_type=\"column\" data-e-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-feb6cc4 elementor-widget elementor-widget-text-editor\" data-id=\"feb6cc4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>When a business encompasses manufacturing, international distribution, and a large product catalog, it creates a complex operating model with high demands on data accuracy and decision-making speed.<\/p><p>After a series of acquisitions, a system with multiple ERPs and different accounting approaches was formed within one company, which led to inconsistency in indicators at the business level.<\/p>\t\t\t\t\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-0c75c21\" data-id=\"0c75c21\" data-element_type=\"column\" data-e-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-caf1b44 elementor-widget elementor-widget-text-editor\" data-id=\"caf1b44\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>At some point, the problem went beyond the technical and moved to the management level: analytics ceased to be the basis for decision-making.<\/p><p>But we solved these issues for Steelite International, a<strong><span style=\"color: #ff9900;\">\u00a0<br \/><\/span><\/strong><strong><span style=\"color: #ff9900;\">global manufacturing company in the HoReCa segment<\/span><\/strong>.<\/p>\t\t\t\t\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-cf4cc26 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"cf4cc26\" data-element_type=\"section\" data-e-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-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f2e8003\" data-id=\"f2e8003\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d7f2c55 e-flex e-con-boxed e-con e-parent\" data-id=\"d7f2c55\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-b17390b e-con-full e-flex e-con e-child\" data-id=\"b17390b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8784217 elementor-position-inline-start elementor-tablet-position-block-start elementor-widget__width-initial elementor-view-default 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17.5029L16.4171 13.873H22.5929L24.5011 8L26.4093 13.873ZM5.64175 5.75098C4.73928 5.75702 3.84636 5.79075 3.13492 5.875C2.77805 5.91729 2.48662 5.9699 2.27261 6.03027C2.10133 6.07865 2.03081 6.11849 2.01578 6.12598C1.88406 6.26678 1.713 6.64607 1.6066 7.35938C1.5048 8.04216 1.48005 8.88842 1.51578 9.78223C1.58776 11.5821 1.89684 13.439 2.20132 14.3525C2.88717 16.4099 4.5891 19.5509 7.32437 20.9189C7.54106 21.0273 7.95879 21.0806 8.50113 21.0527C8.77275 21.0387 9.04212 21.0058 9.27847 20.9678C9.12206 18.6173 9.04471 15.761 9.01578 12.8857C8.99147 10.4695 9.00179 8.0226 9.02847 5.82227C8.78729 5.81254 8.4743 5.80164 8.12906 5.79004C7.43047 5.76658 6.54021 5.74498 5.64175 5.75098ZM43.0978 5.75098C42.1994 5.745 41.309 5.76658 40.6105 5.79004C40.2091 5.80353 39.852 5.81617 39.5998 5.82617C39.6264 8.0255 39.6377 10.471 39.6134 12.8857C39.5846 15.753 39.5073 18.6015 39.3517 20.9482C39.6127 20.9942 39.9237 21.0365 40.2384 21.0527C40.7805 21.0806 41.1982 21.0271 41.4152 20.9189C44.1506 19.5511 45.8523 16.41 46.5382 14.3525C46.8427 13.439 47.1518 11.5823 47.2238 9.78223C47.2595 8.88837 47.2348 8.04219 47.133 7.35938C47.0265 6.64562 46.8555 6.26653 46.7238 6.12598C46.7074 6.11767 46.6362 6.07802 46.4669 6.03027C46.2529 5.96996 45.9613 5.91725 45.6046 5.875C44.8932 5.79081 44.0001 5.75701 43.0978 5.75098ZM23.5441 14.1826L23.3195 14.873H19.4943L22.0011 16.6943L22.589 17.1211L22.3644 17.8125L21.4064 20.7578L23.9132 18.9375L24.5011 18.5107L25.089 18.9375L27.5949 20.7578L26.6378 17.8125L26.4132 17.1211L27.0011 16.6943L29.508 14.873H25.6828L25.4582 14.1826L24.5011 11.2363L23.5441 14.1826Z\" fill=\"#1BB72F\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h2 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\t92% Speed-up\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t10 days \u2192 overnight reporting preparation\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d4ee478 e-con-full e-flex e-con e-child\" data-id=\"d4ee478\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5a80ad7 elementor-position-inline-start elementor-tablet-position-block-start elementor-widget__width-initial elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"5a80ad7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"63\" height=\"40\" viewBox=\"0 0 63 40\" fill=\"none\"><path d=\"M31.25 0V2.43698H62.5V0H31.25ZM31.25 5.29412V7.81513H62.5V5.29412H31.25ZM31.25 10.6723V13.1933H62.5V10.6723H31.25ZM31.25 16.0504V18.5714H62.5V16.0504H31.25ZM0 21.4286V23.9496H62.5V21.4286H0ZM0 26.8067V29.3277H62.5V26.8067H0ZM0 32.1849V34.7059H62.5V32.1849H0ZM0 37.563V40H62.5V37.563H0Z\" fill=\"#16A628\"><\/path><path d=\"M3.40234 15L4.13708 16.4887L5.77998 16.7275L4.59116 17.8863L4.87181 19.5225L3.40234 18.75L1.93288 19.5225L2.21352 17.8863L1.0247 16.7275L2.66761 16.4887L3.40234 15Z\" fill=\"#16A628\"><\/path><path d=\"M9.40234 15L10.1371 16.4887L11.78 16.7275L10.5912 17.8863L10.8718 19.5225L9.40234 18.75L7.93288 19.5225L8.21352 17.8863L7.0247 16.7275L8.66761 16.4887L9.40234 15Z\" fill=\"#16A628\"><\/path><path d=\"M15.4023 15L16.1371 16.4887L17.78 16.7275L16.5912 17.8863L16.8718 19.5225L15.4023 18.75L13.9329 19.5225L14.2135 17.8863L13.0247 16.7275L14.6676 16.4887L15.4023 15Z\" fill=\"#16A628\"><\/path><path d=\"M21.4023 15L22.1371 16.4887L23.78 16.7275L22.5912 17.8863L22.8718 19.5225L21.4023 18.75L19.9329 19.5225L20.2135 17.8863L19.0247 16.7275L20.6676 16.4887L21.4023 15Z\" fill=\"#16A628\"><\/path><path d=\"M27.4023 15L28.1371 16.4887L29.78 16.7275L28.5912 17.8863L28.8718 19.5225L27.4023 18.75L25.9329 19.5225L26.2135 17.8863L25.0247 16.7275L26.6676 16.4887L27.4023 15Z\" fill=\"#16A628\"><\/path><path d=\"M5.90234 10L6.63708 11.4887L8.27998 11.7275L7.09116 12.8863L7.37181 14.5225L5.90234 13.75L4.43288 14.5225L4.71352 12.8863L3.5247 11.7275L5.16761 11.4887L5.90234 10Z\" fill=\"#16A628\"><\/path><path d=\"M11.9023 10L12.6371 11.4887L14.28 11.7275L13.0912 12.8863L13.3718 14.5225L11.9023 13.75L10.4329 14.5225L10.7135 12.8863L9.5247 11.7275L11.1676 11.4887L11.9023 10Z\" fill=\"#16A628\"><\/path><path d=\"M17.9023 10L18.6371 11.4887L20.28 11.7275L19.0912 12.8863L19.3718 14.5225L17.9023 13.75L16.4329 14.5225L16.7135 12.8863L15.5247 11.7275L17.1676 11.4887L17.9023 10Z\" fill=\"#16A628\"><\/path><path d=\"M23.9023 10L24.6371 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6.48873L29.78 6.72746L28.5912 7.88627L28.8718 9.52254L27.4023 8.75L25.9329 9.52254L26.2135 7.88627L25.0247 6.72746L26.6676 6.48873L27.4023 5Z\" fill=\"#16A628\"><\/path><path d=\"M5.90234 0L6.63708 1.48873L8.27998 1.72746L7.09116 2.88627L7.37181 4.52254L5.90234 3.75L4.43288 4.52254L4.71352 2.88627L3.5247 1.72746L5.16761 1.48873L5.90234 0Z\" fill=\"#16A628\"><\/path><path d=\"M11.9023 0L12.6371 1.48873L14.28 1.72746L13.0912 2.88627L13.3718 4.52254L11.9023 3.75L10.4329 4.52254L10.7135 2.88627L9.5247 1.72746L11.1676 1.48873L11.9023 0Z\" fill=\"#16A628\"><\/path><path d=\"M17.9023 0L18.6371 1.48873L20.28 1.72746L19.0912 2.88627L19.3718 4.52254L17.9023 3.75L16.4329 4.52254L16.7135 2.88627L15.5247 1.72746L17.1676 1.48873L17.9023 0Z\" fill=\"#16A628\"><\/path><path d=\"M23.9023 0L24.6371 1.48873L26.28 1.72746L25.0912 2.88627L25.3718 4.52254L23.9023 3.75L22.4329 4.52254L22.7135 2.88627L21.5247 1.72746L23.1676 1.48873L23.9023 0Z\" fill=\"#16A628\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h2 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tUSA \t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tMiami, Florida <br>Based Vendor\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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\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-34da2f1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"34da2f1\" data-element_type=\"section\" data-e-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-497e307\" data-id=\"497e307\" data-element_type=\"column\" data-e-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-05658f1 elementor-widget elementor-widget-text-editor\" data-id=\"05658f1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Steelite International is a leading manufacturer of porcelain and tableware for the HoReCa industry. Its products are manufactured in the UK and sold in 145 countries.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Product quality is at the heart of the brand\u2019s \u201cmade to last a lifetime\u201d philosophy, which is why the manufacturer even offers a lifetime warranty against chipping.<\/span><\/p><p><span style=\"font-weight: 400;\">At first, the request was simple\u2014could we create a dashboard to track metrics?\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\"><strong>But as we worked with the client, it became clear that the issue ran much deeper\u2026<\/strong><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-56a7a39 elementor-widget__width-initial elementor-widget elementor-widget-html\" data-id=\"56a7a39\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<div style=\"text-align:center;\">\r\n<style>\r\n  .cs-modal-cta-btn,\r\n  .cs-modal-cta-btn.cs-get-quote-btn,\r\n  .cs-modal-cta-btn.wdai-btn,\r\n  .cs-modal-cta-btn.wdai-btn-primary {\r\n    display: inline-flex !important;\r\n    align-items: center;\r\n    justify-content: center;\r\n    width: auto !important;\r\n    max-width: none !important;\r\n    padding: 12px 22px !important;\r\n    border-radius: 7px !important;\r\n    border: 1px solid #FF9900\r\n !important;\r\n    background: #FF9900 !important;\r\n    color: #111111 !important;\r\n    font-family: inherit !important;\r\n    font-size: 16px !important;\r\n    font-weight: 800 !important;\r\n    line-height: 1.2 !important;\r\n    text-transform: none !important;\r\n    text-decoration: none !important;\r\n    box-shadow: none !important;\r\n  }\r\n\r\n  .cs-modal-cta-btn:hover {\r\n    background: #e4aa2f !important;\r\n    border-color: #e4aa2f !important;\r\n    color: #000000 !important;\r\n  }\r\n<\/style>\r\n\r\n<a href=\"#dashModal-get-quote-popup\"\r\n   class=\"cs-modal-cta-btn wdai-btn wdai-btn-primary btn btn-success mb-4 mb-xl-5 py-2 px-3 cs-get-quote-btn\"\r\n   data-bs-toggle=\"modal\"\r\n   data-bs-target=\"#dashModal-get-quote-popup\"\r\n   rel=\"nofollow\">Discuss a Similar Project<\/a>\r\n<\/div>\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-top-column elementor-element elementor-element-79ac1ee\" data-id=\"79ac1ee\" data-element_type=\"column\" data-e-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-7aef776 elementor-invisible elementor-widget elementor-widget-image\" data-id=\"7aef776\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInLeft&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1200\" height=\"830\" src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/steelite-1.jpg\" class=\"attachment-large size-large wp-image-33531\" alt=\"\" srcset=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/steelite-1.jpg 1200w, https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/steelite-1-700x484.jpg 700w, https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/steelite-1-768x531.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t\t\t\t\t\t\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-081522e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"081522e\" data-element_type=\"section\" data-e-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-100 elementor-top-column elementor-element elementor-element-3a72d2f\" data-id=\"3a72d2f\" data-element_type=\"column\" data-e-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-e4de76d elementor-widget elementor-widget-heading\" data-id=\"e4de76d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Steelite came to us with 160,000 SKUs sales, inventory and CoGS spread across 8 ERP systems and 50+ Excel FILES\n<\/h2>\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-8684a75 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8684a75\" data-element_type=\"section\" data-e-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-100 elementor-top-column elementor-element elementor-element-e0b0f85\" data-id=\"e0b0f85\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-1820fb1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1820fb1\" data-element_type=\"section\" data-e-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-50 elementor-inner-column elementor-element elementor-element-8c64ed6\" data-id=\"8c64ed6\" data-element_type=\"column\" data-e-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-1d5754b elementor-widget elementor-widget-text-editor\" data-id=\"1d5754b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>By the time we first met, the manufacturer had already begun <span style=\"color: #ff9900;\"><strong>using modern analytics technologies<\/strong><\/span>.<\/p><p>The company <span style=\"color: #ff9900;\"><strong>had accumulated 8 different ERP systems<\/strong> <\/span>that handled finance, orders, inventory, and production.<\/p><p>These systems emerged following a series of acquisitions and mergers, as the <span style=\"color: #ff9900;\"><strong>company had been continuously expanding<\/strong><\/span> through business acquisitions and consolidations.<\/p>\t\t\t\t\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-352b5e5\" data-id=\"352b5e5\" data-element_type=\"column\" data-e-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-83ccad6 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"83ccad6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-spinner\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M304 48c0 26.51-21.49 48-48 48s-48-21.49-48-48 21.49-48 48-48 48 21.49 48 48zm-48 368c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.49-48-48-48zm208-208c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.49-48-48-48zM96 256c0-26.51-21.49-48-48-48S0 229.49 0 256s21.49 48 48 48 48-21.49 48-48zm12.922 99.078c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48c0-26.509-21.491-48-48-48zm294.156 0c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48c0-26.509-21.49-48-48-48zM108.922 60.922c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.491-48-48-48z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Unsurprisingly, data across the systems remained fragmented. <\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-spinner\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M304 48c0 26.51-21.49 48-48 48s-48-21.49-48-48 21.49-48 48-48 48 21.49 48 48zm-48 368c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.49-48-48-48zm208-208c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.49-48-48-48zM96 256c0-26.51-21.49-48-48-48S0 229.49 0 256s21.49 48 48 48 48-21.49 48-48zm12.922 99.078c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48c0-26.509-21.491-48-48-48zm294.156 0c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48c0-26.509-21.49-48-48-48zM108.922 60.922c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.491-48-48-48z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Visibility into sales, margins, and inventory at the regional level was limited. <\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-spinner\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M304 48c0 26.51-21.49 48-48 48s-48-21.49-48-48 21.49-48 48-48 48 21.49 48 48zm-48 368c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.49-48-48-48zm208-208c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.49-48-48-48zM96 256c0-26.51-21.49-48-48-48S0 229.49 0 256s21.49 48 48 48 48-21.49 48-48zm12.922 99.078c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48c0-26.509-21.491-48-48-48zm294.156 0c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48c0-26.509-21.49-48-48-48zM108.922 60.922c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.491-48-48-48z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">The accounting systems contained over 160,000 active SKUs with dozens of people involved in it's management.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-spinner\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M304 48c0 26.51-21.49 48-48 48s-48-21.49-48-48 21.49-48 48-48 48 21.49 48 48zm-48 368c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.49-48-48-48zm208-208c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.49-48-48-48zM96 256c0-26.51-21.49-48-48-48S0 229.49 0 256s21.49 48 48 48 48-21.49 48-48zm12.922 99.078c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48c0-26.509-21.491-48-48-48zm294.156 0c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48c0-26.509-21.49-48-48-48zM108.922 60.922c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.491-48-48-48z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">There were discrepancies in product specifications, names, and classification rules. <\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-spinner\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M304 48c0 26.51-21.49 48-48 48s-48-21.49-48-48 21.49-48 48-48 48 21.49 48 48zm-48 368c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.49-48-48-48zm208-208c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.49-48-48-48zM96 256c0-26.51-21.49-48-48-48S0 229.49 0 256s21.49 48 48 48 48-21.49 48-48zm12.922 99.078c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48c0-26.509-21.491-48-48-48zm294.156 0c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48c0-26.509-21.49-48-48-48zM108.922 60.922c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.491-48-48-48z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Overall, the data infrastructure was complex and inconsistent.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4365563 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4365563\" data-element_type=\"section\" data-e-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-top-column elementor-element elementor-element-7b7de09\" data-id=\"7b7de09\" data-element_type=\"column\" data-e-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-4dc61f6 elementor-widget elementor-widget-heading\" data-id=\"4dc61f6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Results achieved: 92% faster overnight reports with <br>99% analytical accuracy match to a group reporting pack<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-496f7f3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"496f7f3\" data-element_type=\"section\" data-e-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-33 elementor-inner-column elementor-element elementor-element-332b524\" data-id=\"332b524\" data-element_type=\"column\" data-e-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\t<div class=\"elementor-element elementor-element-77c0540 elementor-widget elementor-widget-heading\" data-id=\"77c0540\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Single data repository<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ace07ea elementor-widget elementor-widget-text-editor\" data-id=\"ace07ea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">A cloud-based data repository was created, serving as the single source of truth for all reporting at the brand and individual SKU levels. Data from various systems is consolidated into a <span style=\"color: #ff9900;\"><strong>single model<\/strong><\/span> without the need for manual consolidation.<\/span><\/p>\t\t\t\t\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-33 elementor-inner-column elementor-element elementor-element-72b481b\" data-id=\"72b481b\" data-element_type=\"column\" data-e-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\t<div class=\"elementor-element elementor-element-a89bce4 elementor-widget elementor-widget-heading\" data-id=\"a89bce4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Data Cleaning and Harmonization<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2bf6c82 elementor-widget elementor-widget-text-editor\" data-id=\"2bf6c82\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Prior to integration, we conducted extensive preparatory work, which allowed us to resolve discrepancies and achieve <span style=\"color: #333300;\"><strong>99% accuracy<\/strong><\/span> in BI reports.<\/span><\/p>\t\t\t\t\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-33 elementor-inner-column elementor-element elementor-element-cffba1b\" data-id=\"cffba1b\" data-element_type=\"column\" data-e-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\t<div class=\"elementor-element elementor-element-fcf2358 elementor-widget elementor-widget-heading\" data-id=\"fcf2358\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Automation of Reporting<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9905d53 elementor-widget elementor-widget-text-editor\" data-id=\"9905d53\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Reporting has been transitioned from a manual to an automated process: preparation <span style=\"color: #333300;\"><strong>time has been reduced by 92%<\/strong><\/span>, and updates are now performed daily instead of every ten days.<\/span><\/p>\t\t\t\t\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-inner-section elementor-element elementor-element-bf6e00b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"bf6e00b\" data-element_type=\"section\" data-e-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-33 elementor-inner-column elementor-element elementor-element-e90a95d\" data-id=\"e90a95d\" data-element_type=\"column\" data-e-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\t<div class=\"elementor-element elementor-element-60ff247 elementor-widget elementor-widget-heading\" data-id=\"60ff247\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Global Analytics<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-759dadf elementor-widget elementor-widget-text-editor\" data-id=\"759dadf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">We have implemented standardized dashboards and KPIs covering the United States, the United Kingdom, Canada, Europe, and Australia. Our <span style=\"color: #333300;\"><strong>analytical coverage has expanded by 65%<\/strong><\/span>.<\/span><\/p>\t\t\t\t\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-33 elementor-inner-column elementor-element elementor-element-16a351f\" data-id=\"16a351f\" data-element_type=\"column\" data-e-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\t<div class=\"elementor-element elementor-element-c7962e0 elementor-widget elementor-widget-heading\" data-id=\"c7962e0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Investment Preparation<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a8b58bf elementor-widget elementor-widget-text-editor\" data-id=\"a8b58bf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>To support investment transactions and financial due diligence, an analytical <span style=\"color: #333300;\"><strong>data cube was created<\/strong><\/span>. This allows for faster data extraction and ensures consistency across all reports.<\/p>\t\t\t\t\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-33 elementor-inner-column elementor-element elementor-element-2b63058\" data-id=\"2b63058\" data-element_type=\"column\" data-e-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\t<div class=\"elementor-element elementor-element-aeedcc5 elementor-widget elementor-widget-heading\" data-id=\"aeedcc5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Speed of Decision-Making\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-27b00d3 elementor-widget elementor-widget-text-editor\" data-id=\"27b00d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Centralized data enabled the company to respond more quickly to changes: it shifted from monthly reporting meetings <span style=\"color: #ff9900;\"><strong>to weekly analytical sessions<\/strong><\/span>.<\/p>\t\t\t\t\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5a6194b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5a6194b\" data-element_type=\"section\" data-e-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-top-column elementor-element elementor-element-dfa9110\" data-id=\"dfa9110\" data-element_type=\"column\" data-e-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-7dfc860 elementor-widget elementor-widget-heading\" data-id=\"7dfc860\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The company\u2019s CFO and \u0421\u0406\u041e comments on the results<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-de864f7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"de864f7\" data-element_type=\"section\" data-e-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-50 elementor-inner-column elementor-element elementor-element-df5ea8f\" data-id=\"df5ea8f\" data-element_type=\"column\" data-e-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-bcffab8 elementor-widget elementor-widget-text-editor\" data-id=\"bcffab8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The solution has become an <\/span><span style=\"font-weight: 400;\">enterprise analytics platform handling large-scale SKU-level data management<\/span><span style=\"font-weight: 400;\">, providing consistent metrics across different teams and regions. Following the implementation of the solution, changes were felt not only in reporting but also in day-to-day data management. <\/span><\/p>\t\t\t\t\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-fe3dabc\" data-id=\"fe3dabc\" data-element_type=\"column\" data-e-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-1801465 elementor-widget elementor-widget-text-editor\" data-id=\"1801465\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The company transitioned from manual preparation and multi-day reporting cycles to daily updates of metrics, gained a single, consolidated data source, and expanded its analytics from the regional to the global level. <span style=\"color: #ff9900;\"><strong>This has impacted the pace of the teams\u2019 work and the approach to decision-making<\/strong><\/span>\u2014shifting from periodic reports to regular work with up-to-date metrics.<\/span><\/p>\t\t\t\t\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<div class=\"elementor-element elementor-element-c0d9278 e-flex e-con-boxed e-con e-parent\" data-id=\"c0d9278\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-640b44b e-con-full e-flex e-con e-child\" data-id=\"640b44b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-017a290 elementor-position-left elementor-vertical-align-top elementor-widget elementor-widget-image-box\" data-id=\"017a290\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" width=\"375\" height=\"375\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/cfo-stan-zolotarev.jpg\" class=\"attachment-full size-full wp-image-33826 lazyload\" alt=\"\" data-srcset=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/cfo-stan-zolotarev.jpg 375w, https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/cfo-stan-zolotarev-300x300.jpg 300w\" data-sizes=\"auto\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 375px; --smush-placeholder-aspect-ratio: 375\/375;\" data-original-sizes=\"(max-width: 375px) 100vw, 375px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Here\u2019s How CFO Stan Zolotarev Describes His Experience<\/h3><p class=\"elementor-image-box-description\"><span style=\"font-weight: 400\">\"Most importantly, the pace of decision-making has changed. We\u2019ve moved from working with data at the regional level to a comprehensive view of all key markets: the U.S., the U.K., Canada, Europe, and Australia. This has expanded our analytical <span style=\"color: #ff9900\"><strong>coverage by 65%<\/strong><\/span>. <\/span>\n\n<span style=\"font-weight: 400\">As a result, decisions are made about four times faster, and we can respond to changes during the process rather than after the reporting period has ended.\u201d<\/span><\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-171b9a8 e-con-full e-flex e-con e-child\" data-id=\"171b9a8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-026f8f6 elementor-position-left elementor-vertical-align-top elementor-widget elementor-widget-image-box\" data-id=\"026f8f6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" width=\"500\" height=\"500\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/sio-josh-rammel.jpg\" class=\"attachment-full size-full wp-image-33825 lazyload\" alt=\"\" data-srcset=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/sio-josh-rammel.jpg 500w, https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/sio-josh-rammel-484x484.jpg 484w, https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/sio-josh-rammel-300x300.jpg 300w\" data-sizes=\"auto\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 500px; --smush-placeholder-aspect-ratio: 500\/500;\" data-original-sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Here\u2019s How \u0421\u0406\u041e Josh Rammel Describes His Experience<\/h3><p class=\"elementor-image-box-description\"><span style=\"font-weight: 400\">\u201cFor us, the key change was how we started working with data. First, report preparation no longer takes days: previously, it took up to 10 days with manual data collection and reconciliation across multiple systems, but now the process is fully automated, metrics are updated daily, and preparation time has been <span style=\"color: #ff9900\"><strong>reduced by 92%<\/strong><\/span>.<\/span> \n\n<span style=\"font-weight: 400\">Second, we now have a single source of data that ensures nearly complete <span style=\"color: #ff9900\"><strong>reporting accuracy\u2014at 99%<\/strong><\/span>. This has eliminated discrepancies between teams and allowed us to work with the same metrics across the entire company.\"<\/span><\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\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-1f73926 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"1f73926\" data-element_type=\"section\" data-e-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-43ff1a6\" data-id=\"43ff1a6\" data-element_type=\"column\" data-e-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-a2e842f elementor-widget elementor-widget-services_feedback\" data-id=\"a2e842f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"services_feedback.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<section class=\"feedback-section py-4 py-xl-5\"> \n\t\t\t<div class=\"container py-4\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"section-title text-center mb-2 text-white\">Book a Manufacturing Reporting & DWH <br>Diagnostic Session<\/h2>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"mb-4 feedback-section-desc text-center\">In a 30-minute of non-binding working session, we will identify the reporting bottleneck, relevant systems, DWH data-quality risks, and a practical first-phase path\u2014without requiring an ERP replacement.<\/p>\n\t\t\t\t\t\t\t\t<div class=\"feedback_form pt-3\" onsubmit=\"window.lintrk('track', { conversion_id: 2049209 });\">\n\t\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f29435-o1\" lang=\"uk\" dir=\"ltr\" data-wpcf7-id=\"29435\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/en\/wp-json\/wp\/v2\/posts\/33528#wpcf7-f29435-o1\" method=\"post\" class=\"wpcf7-form init cf7mls-no-scroll cf7mls-auto-return-first-step cf7mls-no-moving-animation\" aria-label=\"\u041a\u043e\u043d\u0442\u0430\u043a\u0442\u043d\u0430 \u0444\u043e\u0440\u043c\u0430\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"29435\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.6\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"uk\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f29435-o1\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/><input type=\"hidden\" name=\"lang\" value=\"en\" \/><input type=\"hidden\" 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type=\"hidden\" name=\"full_phone_country\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"full_phone\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"https:\/\/cobit-solutions.com\/en\/wp-json\/wp\/v2\/posts\/33528\/\" type=\"hidden\" name=\"url\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"https:\/\/cobit-solutions.com\/en\/wp-json\/wp\/v2\/posts\/33528\/\" type=\"hidden\" name=\"deal_lead_form_url\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"referer\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utm_source\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utm_medium\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utm_campaign\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utm_content\" \/>\n<input 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data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/themes\/cobit\/img\/whatsapp-btn-v2.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 181px; --smush-placeholder-aspect-ratio: 181\/50;\"><\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/m.me\/cobitsolutions\" target=\"_blank\" class=\"mx-2\" rel="nofollow"><img decoding=\"async\" alt=\"Cobit Solutions - Messenger\" width=\"181\" height=\"50\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/themes\/cobit\/img\/facebook-btn.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 181px; --smush-placeholder-aspect-ratio: 181\/50;\"><\/a>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<img decoding=\"async\" alt=\"Cobit Solutions - Download\" width=\"77\" height=\"84\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/themes\/cobit\/img\/feedback-rubin.png\" class=\"feedback-rubin rubin animation animation_rubin lazyload\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 77px; --smush-placeholder-aspect-ratio: 77\/84;\">\n\t\t<\/section>\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-b9e2d4e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b9e2d4e\" data-element_type=\"section\" data-e-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-top-column elementor-element elementor-element-d9d03de\" data-id=\"d9d03de\" data-element_type=\"column\" data-e-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-0852ba0 elementor-widget elementor-widget-heading\" data-id=\"0852ba0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How it all happened\u2026<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bd949e6 elementor-widget elementor-widget-heading\" data-id=\"bd949e6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">We Started by Analyzing the Reporting Methodology and \nthe Architecture Stack<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-861a2fe elementor-widget elementor-widget-text-editor\" data-id=\"861a2fe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">We always start our work by figuring out how the client\u2019s business operates.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-05c0ae5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"05c0ae5\" data-element_type=\"section\" data-e-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-50 elementor-inner-column elementor-element elementor-element-fd9a89c\" data-id=\"fd9a89c\" data-element_type=\"column\" data-e-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-22e4f1d elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"22e4f1d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-spinner\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M304 48c0 26.51-21.49 48-48 48s-48-21.49-48-48 21.49-48 48-48 48 21.49 48 48zm-48 368c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.49-48-48-48zm208-208c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.49-48-48-48zM96 256c0-26.51-21.49-48-48-48S0 229.49 0 256s21.49 48 48 48 48-21.49 48-48zm12.922 99.078c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48c0-26.509-21.491-48-48-48zm294.156 0c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48c0-26.509-21.49-48-48-48zM108.922 60.922c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.491-48-48-48z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">So we asked them about their key processes, the rules of their operational model, and the areas where problems most often arise.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-spinner\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M304 48c0 26.51-21.49 48-48 48s-48-21.49-48-48 21.49-48 48-48 48 21.49 48 48zm-48 368c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.49-48-48-48zm208-208c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.49-48-48-48zM96 256c0-26.51-21.49-48-48-48S0 229.49 0 256s21.49 48 48 48 48-21.49 48-48zm12.922 99.078c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48c0-26.509-21.491-48-48-48zm294.156 0c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48c0-26.509-21.49-48-48-48zM108.922 60.922c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.491-48-48-48z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">This helped us understand which metrics are critical for them and where the business lacks transparency in its day-to-day decision-making.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-spinner\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M304 48c0 26.51-21.49 48-48 48s-48-21.49-48-48 21.49-48 48-48 48 21.49 48 48zm-48 368c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.49-48-48-48zm208-208c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.49-48-48-48zM96 256c0-26.51-21.49-48-48-48S0 229.49 0 256s21.49 48 48 48 48-21.49 48-48zm12.922 99.078c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48c0-26.509-21.491-48-48-48zm294.156 0c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48c0-26.509-21.49-48-48-48zM108.922 60.922c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.491-48-48-48z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">One of the key challenges was to find the best way to <a href=\"https:\/\/cobit-solutions.com\/en\/services\/data-integration-consulting-services\/\">integrate data<\/a> from 8 ERP systems without compromising the calculation logic or the consistency of metrics.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-spinner\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M304 48c0 26.51-21.49 48-48 48s-48-21.49-48-48 21.49-48 48-48 48 21.49 48 48zm-48 368c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.49-48-48-48zm208-208c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.49-48-48-48zM96 256c0-26.51-21.49-48-48-48S0 229.49 0 256s21.49 48 48 48 48-21.49 48-48zm12.922 99.078c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48c0-26.509-21.491-48-48-48zm294.156 0c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48c0-26.509-21.49-48-48-48zM108.922 60.922c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.491-48-48-48z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">After that, we moved on to the technical side: we clarified where the final calculation logic is embedded, how metrics are synchronized across systems, and who is responsible for ensuring their consistency.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\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-1078538\" data-id=\"1078538\" data-element_type=\"column\" data-e-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-1d0525c elementor-widget elementor-widget-image\" data-id=\"1d0525c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1080\" height=\"844\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/steelite.jpg\" class=\"attachment-large size-large wp-image-33596 lazyload\" alt=\"\" data-srcset=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/steelite.jpg 1080w, https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/steelite-619x484.jpg 619w, https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/steelite-768x600.jpg 768w\" data-sizes=\"auto\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1080px; --smush-placeholder-aspect-ratio: 1080\/844;\" data-original-sizes=\"(max-width: 1080px) 100vw, 1080px\" \/>\t\t\t\t\t\t\t\t\t\t\t\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 class=\"elementor-element elementor-element-13cd5a7 elementor-widget elementor-widget-text-editor\" data-id=\"13cd5a7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: center;\"><span style=\"font-weight: 400;\"><strong>Based on this analysis, we determined that an architecture was needed that covers the entire <br \/>data lifecycle \u2014 from ingestion to analytics.<\/strong><\/span><\/p>\t\t\t\t\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-228ddfd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"228ddfd\" data-element_type=\"section\" data-e-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-top-column elementor-element elementor-element-48e5b32\" data-id=\"48e5b32\" data-element_type=\"column\" data-e-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-2c58680 elementor-widget elementor-widget-heading\" data-id=\"2c58680\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What We Did as Part of the Project\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8ab575d elementor-widget elementor-widget-text-editor\" data-id=\"8ab575d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The <\/span><span style=\"font-weight: 400;\"><a href=\"https:\/\/cobit-solutions.com\/en\/services\/data-warehouse-development-services\/\">data warehouse solution<\/a> for a company with multiple ERP systems<\/span><span style=\"font-weight: 400;\"> was implemented gradually over the course of six months. However, the first tangible results were already visible in the first month. <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-92c9999 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"92c9999\" data-element_type=\"section\" data-e-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-33 elementor-inner-column elementor-element elementor-element-5a7e49e\" data-id=\"5a7e49e\" data-element_type=\"column\" data-e-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\t<div class=\"elementor-element elementor-element-4e2b510 elementor-widget elementor-widget-heading\" data-id=\"4e2b510\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Business Needs Analysis<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-80abe5a elementor-widget elementor-widget-text-editor\" data-id=\"80abe5a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">We conducted interviews and research to identify the company\u2019s key objectives and understand what data was needed for centralized analytics. This provided <span style=\"color: #ff9900;\"><strong>the foundation for further decisions<\/strong><\/span>.<\/span><\/p>\t\t\t\t\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-33 elementor-inner-column elementor-element elementor-element-459a39d\" data-id=\"459a39d\" data-element_type=\"column\" data-e-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\t<div class=\"elementor-element elementor-element-bcddaf0 elementor-widget elementor-widget-heading\" data-id=\"bcddaf0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Identification of Data Sources<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a167e74 elementor-widget elementor-widget-text-editor\" data-id=\"a167e74\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">We compiled a list of the main systems and information flows that needed to be integrated. This allowed us to identify <span style=\"color: #333300;\"><strong>which data was critical for business<\/strong><\/span> management.<\/span><\/p>\t\t\t\t\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-33 elementor-inner-column elementor-element elementor-element-41f0254\" data-id=\"41f0254\" data-element_type=\"column\" data-e-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\t<div class=\"elementor-element elementor-element-3601e8d elementor-widget elementor-widget-heading\" data-id=\"3601e8d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Data Integration<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c25fea elementor-widget elementor-widget-text-editor\" data-id=\"3c25fea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">We set up processes for collecting and consolidating information from various sources into a single environment. As a result, the <span style=\"color: #333300;\"><strong>data became accessible and consistent<\/strong><\/span>.<\/span><\/p>\t\t\t\t\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-inner-section elementor-element elementor-element-f3bb085 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f3bb085\" data-element_type=\"section\" data-e-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-33 elementor-inner-column elementor-element elementor-element-0eaa474\" data-id=\"0eaa474\" data-element_type=\"column\" data-e-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\t<div class=\"elementor-element elementor-element-4615786 elementor-widget elementor-widget-heading\" data-id=\"4615786\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Data Warehouse Design and Transformation<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-07d03d9 elementor-widget elementor-widget-text-editor\" data-id=\"07d03d9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">We created the data warehouse structure and configured transformations to ensure that metrics were clear and aligned with business logic. This <span style=\"color: #333300;\"><strong>ensured transparency in calculations<\/strong>.<\/span><\/span><\/p>\t\t\t\t\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-33 elementor-inner-column elementor-element elementor-element-bfadf60\" data-id=\"bfadf60\" data-element_type=\"column\" data-e-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\t<div class=\"elementor-element elementor-element-3ef12ff elementor-widget elementor-widget-heading\" data-id=\"3ef12ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Data Cleansing and Quality Assurance<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eb53fb2 elementor-widget elementor-widget-text-editor\" data-id=\"eb53fb2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">We performed data cleansing and standardization and verified the data\u2019s accuracy and consistency. This <span style=\"color: #333300;\"><strong>eliminated the risk of errors<\/strong><\/span> and ensured the reproducibility of results.<\/span><\/p>\t\t\t\t\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-33 elementor-inner-column elementor-element elementor-element-6bcf428\" data-id=\"6bcf428\" data-element_type=\"column\" data-e-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\t<div class=\"elementor-element elementor-element-4856523 elementor-widget elementor-widget-heading\" data-id=\"4856523\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Analytics and Reporting<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-660a932 elementor-widget elementor-widget-text-editor\" data-id=\"660a932\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">We developed <span style=\"color: #ff9900;\"><span style=\"color: #ffffff;\">dashboards and reports that provide<\/span><strong> a transparent view of finances and operations<\/strong><\/span>. The results were validated by reconciliation with official financial statements.<\/span><\/p>\t\t\t\t\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 class=\"elementor-element elementor-element-97ef938 elementor-widget elementor-widget-text-editor\" data-id=\"97ef938\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">In general, the work was organized so that changes were implemented in parallel with ongoing processes. Thus, business processes did not stop\u2014the company continued to operate as usual. The implementation of the new system was seamless for daily operations and posed no risks to clients or financial reporting.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2e1ace7 elementor-widget elementor-widget-heading\" data-id=\"2e1ace7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Examples of dashboards that we made for the customer<\/h3>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6cc7a75 e-grid e-con-boxed e-con e-parent\" data-id=\"6cc7a75\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-850428f elementor-widget elementor-widget-image\" data-id=\"850428f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/doc_2026-04-17_19-56-38.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"doc_2026-04-17_19-56-38\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MzM3NTYsInVybCI6Imh0dHBzOlwvXC9jb2JpdC1zb2x1dGlvbnMuY29tXC9lblwvd3AtY29udGVudFwvdXBsb2Fkc1wvc2l0ZXNcLzJcLzIwMjZcLzA0XC9kb2NfMjAyNi0wNC0xN18xOS01Ni0zOC5wbmcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1409\" height=\"794\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/doc_2026-04-17_19-56-38.png\" class=\"attachment-large size-large wp-image-33756 lazyload\" alt=\"\" data-srcset=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/doc_2026-04-17_19-56-38.png 1409w, https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/doc_2026-04-17_19-56-38-814x459.png 814w, https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/doc_2026-04-17_19-56-38-768x433.png 768w\" data-sizes=\"auto\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1409px; --smush-placeholder-aspect-ratio: 1409\/794;\" data-original-sizes=\"(max-width: 1409px) 100vw, 1409px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d12593 elementor-widget elementor-widget-image\" data-id=\"3d12593\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/doc_2026-04-17_19-56-01.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"doc_2026-04-17_19-56-01\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MzM3NTgsInVybCI6Imh0dHBzOlwvXC9jb2JpdC1zb2x1dGlvbnMuY29tXC9lblwvd3AtY29udGVudFwvdXBsb2Fkc1wvc2l0ZXNcLzJcLzIwMjZcLzA0XC9kb2NfMjAyNi0wNC0xN18xOS01Ni0wMS5wbmcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1417\" height=\"795\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/doc_2026-04-17_19-56-01.png\" class=\"attachment-large size-large wp-image-33758 lazyload\" alt=\"\" data-srcset=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/doc_2026-04-17_19-56-01.png 1417w, https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/doc_2026-04-17_19-56-01-814x457.png 814w, https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/doc_2026-04-17_19-56-01-768x431.png 768w\" data-sizes=\"auto\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1417px; --smush-placeholder-aspect-ratio: 1417\/795;\" data-original-sizes=\"(max-width: 1417px) 100vw, 1417px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\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-b2431f7 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"b2431f7\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c646a92\" data-id=\"c646a92\" data-element_type=\"column\" data-e-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-77df545 elementor-widget elementor-widget-feedback\" data-id=\"77df545\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"feedback.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<section class=\"feedback-section py-4 py-xl-5  with_layout lazyload\"  style=\"background:inherit; background-size: cover; \"  data-bg=\"url(&#039;https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/2021\/10\/variant-pervyj.png&#039;) no-repeat center\">\n\t\t\t<div class=\"container py-4\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"section-title text-center mb-2 text-white\">DOWNLOAD BI IMPLEMENTATION CHECKLIST<\/h2>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"mb-3 feedback-section-desc text-center\">25 recommendations for successful BI implementation, proven by 87+ projects<\/p>\n\t\t\t\t\t\t\t\t\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f29639-o2\" lang=\"uk\" dir=\"ltr\" data-wpcf7-id=\"29639\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/en\/wp-json\/wp\/v2\/posts\/33528#wpcf7-f29639-o2\" method=\"post\" class=\"wpcf7-form init cf7mls-no-scroll cf7mls-auto-return-first-step cf7mls-no-moving-animation\" aria-label=\"\u041a\u043e\u043d\u0442\u0430\u043a\u0442\u043d\u0430 \u0444\u043e\u0440\u043c\u0430\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"29639\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.6\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"uk\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f29639-o2\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/><input type=\"hidden\" name=\"lang\" value=\"en\" \/><input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/fieldset>\n<div class=\"container\">\n<div class=\"row align-items-start\">\n<div class=\"col-12 col-md-6 col-lg-3\">\n    <div class=\"input-wrap mb-4\"><span class=\"wpcf7-form-control-wrap\" data-name=\"fio\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required form-control\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Name\" value=\"\" type=\"text\" name=\"fio\" \/><\/span><\/div>\n<\/div>\n\n<div class=\"col-12 col-md-6 col-lg-3\">\n    <div class=\"input-wrap mb-4\"><span class=\"wpcf7-form-control-wrap\" data-name=\"short-phone\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-tel wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-tel form-control cp-input-phone\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"tel\" name=\"short-phone\" \/><\/span><\/div>\n<\/div>\n\n<div class=\"col-12 col-md-6 col-lg-3\">\n    <div class=\"input-wrap mb-4\"><span class=\"wpcf7-form-control-wrap\" data-name=\"email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email form-control only_corporate_email\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Corporate E-Mail\" value=\"\" type=\"email\" name=\"email\" \/><\/span><\/div>\n<\/div>\n\n<div class=\"col-12 col-md-6 col-lg-3\">\n    <div class=\"input-wrap submit-wrap mb-4\"><input class=\"wpcf7-form-control wpcf7-submit has-spinner btn btn-success py-2 px-3 w-100\" type=\"submit\" value=\"GET IT\" \/><\/div>\n<\/div>\n\t\t\t\t\t\t\t\n<div class=\"download_form_responce\"><\/div>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"file_url\" \/>\n\n<span class=\"wpcf7-form-control-wrap\" data-name=\"hp_form_field\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text hp-field-checking\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"hp_form_field\" \/><\/span>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"full_phone_country\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"full_phone\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"https:\/\/cobit-solutions.com\/en\/wp-json\/wp\/v2\/posts\/33528\/\" type=\"hidden\" name=\"url\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"https:\/\/cobit-solutions.com\/en\/wp-json\/wp\/v2\/posts\/33528\/\" type=\"hidden\" name=\"deal_lead_form_url\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"referer\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utm_source\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utm_medium\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utm_campaign\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utm_content\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utm_term\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"gci\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"gsi\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"ghi\" \/>\n<\/div>\n<\/div><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n\t\t\t\t\t\t\t\t<div class=\"d-flex flex-wrap align-items-center justify-content-center feedback-social-buttons\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/wa.me\/message\/YA3C7LUSPBYIH1\" target=\"_blank\" class=\"mx-2\" rel="nofollow"><img decoding=\"async\" alt=\"Cobit Solutions - Viber\" width=\"181\" height=\"50\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads-webpc\/themes\/cobit\/img\/whatsapp-btn-v2.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 181px; --smush-placeholder-aspect-ratio: 181\/50;\"><\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/m.me\/cobitsolutions\" target=\"_blank\" class=\"mx-2\" rel="nofollow"><img decoding=\"async\" alt=\"Cobit Solutions - Messenger\" width=\"181\" height=\"50\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/themes\/cobit\/img\/facebook-btn.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 181px; --smush-placeholder-aspect-ratio: 181\/50;\"><\/a>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\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-00d7e2a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"00d7e2a\" data-element_type=\"section\" data-e-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-100 elementor-top-column elementor-element elementor-element-b2f423b\" data-id=\"b2f423b\" data-element_type=\"column\" data-e-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-cf26614 elementor-widget elementor-widget-heading\" data-id=\"cf26614\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What we proposed instead of a complex IT structure\n\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0b75556 elementor-widget elementor-widget-text-editor\" data-id=\"0b75556\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">When it became clear that the calculation logic was distributed across systems and not managed centrally, we proposed the following architecture:<\/span><\/p>\t\t\t\t\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-f3bdc24 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f3bdc24\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&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-5f6c32b\" data-id=\"5f6c32b\" data-element_type=\"column\" data-e-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-d8d830a elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"d8d830a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-cog\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M487.4 315.7l-42.6-24.6c4.3-23.2 4.3-47 0-70.2l42.6-24.6c4.9-2.8 7.1-8.6 5.5-14-11.1-35.6-30-67.8-54.7-94.6-3.8-4.1-10-5.1-14.8-2.3L380.8 110c-17.9-15.4-38.5-27.3-60.8-35.1V25.8c0-5.6-3.9-10.5-9.4-11.7-36.7-8.2-74.3-7.8-109.2 0-5.5 1.2-9.4 6.1-9.4 11.7V75c-22.2 7.9-42.8 19.8-60.8 35.1L88.7 85.5c-4.9-2.8-11-1.9-14.8 2.3-24.7 26.7-43.6 58.9-54.7 94.6-1.7 5.4.6 11.2 5.5 14L67.3 221c-4.3 23.2-4.3 47 0 70.2l-42.6 24.6c-4.9 2.8-7.1 8.6-5.5 14 11.1 35.6 30 67.8 54.7 94.6 3.8 4.1 10 5.1 14.8 2.3l42.6-24.6c17.9 15.4 38.5 27.3 60.8 35.1v49.2c0 5.6 3.9 10.5 9.4 11.7 36.7 8.2 74.3 7.8 109.2 0 5.5-1.2 9.4-6.1 9.4-11.7v-49.2c22.2-7.9 42.8-19.8 60.8-35.1l42.6 24.6c4.9 2.8 11 1.9 14.8-2.3 24.7-26.7 43.6-58.9 54.7-94.6 1.5-5.5-.7-11.3-5.6-14.1zM256 336c-44.1 0-80-35.9-80-80s35.9-80 80-80 80 35.9 80 80-35.9 80-80 80z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Azure Data Factory<\/strong> provides integration and orchestration of data flows, enabling centralized management of data ingestion without the need for additional code.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-cog\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M487.4 315.7l-42.6-24.6c4.3-23.2 4.3-47 0-70.2l42.6-24.6c4.9-2.8 7.1-8.6 5.5-14-11.1-35.6-30-67.8-54.7-94.6-3.8-4.1-10-5.1-14.8-2.3L380.8 110c-17.9-15.4-38.5-27.3-60.8-35.1V25.8c0-5.6-3.9-10.5-9.4-11.7-36.7-8.2-74.3-7.8-109.2 0-5.5 1.2-9.4 6.1-9.4 11.7V75c-22.2 7.9-42.8 19.8-60.8 35.1L88.7 85.5c-4.9-2.8-11-1.9-14.8 2.3-24.7 26.7-43.6 58.9-54.7 94.6-1.7 5.4.6 11.2 5.5 14L67.3 221c-4.3 23.2-4.3 47 0 70.2l-42.6 24.6c-4.9 2.8-7.1 8.6-5.5 14 11.1 35.6 30 67.8 54.7 94.6 3.8 4.1 10 5.1 14.8 2.3l42.6-24.6c17.9 15.4 38.5 27.3 60.8 35.1v49.2c0 5.6 3.9 10.5 9.4 11.7 36.7 8.2 74.3 7.8 109.2 0 5.5-1.2 9.4-6.1 9.4-11.7v-49.2c22.2-7.9 42.8-19.8 60.8-35.1l42.6 24.6c4.9 2.8 11 1.9 14.8-2.3 24.7-26.7 43.6-58.9 54.7-94.6 1.5-5.5-.7-11.3-5.6-14.1zM256 336c-44.1 0-80-35.9-80-80s35.9-80 80-80 80 35.9 80 80-35.9 80-80 80z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>dbt<\/strong> handles data transformation and modeling, making business logic transparent and controllable.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-cog\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M487.4 315.7l-42.6-24.6c4.3-23.2 4.3-47 0-70.2l42.6-24.6c4.9-2.8 7.1-8.6 5.5-14-11.1-35.6-30-67.8-54.7-94.6-3.8-4.1-10-5.1-14.8-2.3L380.8 110c-17.9-15.4-38.5-27.3-60.8-35.1V25.8c0-5.6-3.9-10.5-9.4-11.7-36.7-8.2-74.3-7.8-109.2 0-5.5 1.2-9.4 6.1-9.4 11.7V75c-22.2 7.9-42.8 19.8-60.8 35.1L88.7 85.5c-4.9-2.8-11-1.9-14.8 2.3-24.7 26.7-43.6 58.9-54.7 94.6-1.7 5.4.6 11.2 5.5 14L67.3 221c-4.3 23.2-4.3 47 0 70.2l-42.6 24.6c-4.9 2.8-7.1 8.6-5.5 14 11.1 35.6 30 67.8 54.7 94.6 3.8 4.1 10 5.1 14.8 2.3l42.6-24.6c17.9 15.4 38.5 27.3 60.8 35.1v49.2c0 5.6 3.9 10.5 9.4 11.7 36.7 8.2 74.3 7.8 109.2 0 5.5-1.2 9.4-6.1 9.4-11.7v-49.2c22.2-7.9 42.8-19.8 60.8-35.1l42.6 24.6c4.9 2.8 11 1.9 14.8-2.3 24.7-26.7 43.6-58.9 54.7-94.6 1.5-5.5-.7-11.3-5.6-14.1zM256 336c-44.1 0-80-35.9-80-80s35.9-80 80-80 80 35.9 80 80-35.9 80-80 80z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Snowflake<\/strong> serves as a central repository that scales easily and delivers high analytics performance.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\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-top-column elementor-element elementor-element-1380e0e elementor-hidden-tablet\" data-id=\"1380e0e\" data-element_type=\"column\" data-e-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\t<div class=\"elementor-element elementor-element-2ead220 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"2ead220\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-tools\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M501.1 395.7L384 278.6c-23.1-23.1-57.6-27.6-85.4-13.9L192 158.1V96L64 0 0 64l96 128h62.1l106.6 106.6c-13.6 27.8-9.2 62.3 13.9 85.4l117.1 117.1c14.6 14.6 38.2 14.6 52.7 0l52.7-52.7c14.5-14.6 14.5-38.2 0-52.7zM331.7 225c28.3 0 54.9 11 74.9 31l19.4 19.4c15.8-6.9 30.8-16.5 43.8-29.5 37.1-37.1 49.7-89.3 37.9-136.7-2.2-9-13.5-12.1-20.1-5.5l-74.4 74.4-67.9-11.3L334 98.9l74.4-74.4c6.6-6.6 3.4-17.9-5.7-20.2-47.4-11.7-99.6.9-136.6 37.9-28.5 28.5-41.9 66.1-41.2 103.6l82.1 82.1c8.1-1.9 16.5-2.9 24.7-2.9zm-103.9 82l-56.7-56.7L18.7 402.8c-25 25-25 65.5 0 90.5s65.5 25 90.5 0l123.6-123.6c-7.6-19.9-9.9-41.6-5-62.7zM64 472c-13.2 0-24-10.8-24-24 0-13.3 10.7-24 24-24s24 10.7 24 24c0 13.2-10.7 24-24 24z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Azure Functions<\/strong> adds flexibility because it doesn\u2019t require a dedicated server and allows you to quickly automate individual steps without complicating the architecture.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-tools\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M501.1 395.7L384 278.6c-23.1-23.1-57.6-27.6-85.4-13.9L192 158.1V96L64 0 0 64l96 128h62.1l106.6 106.6c-13.6 27.8-9.2 62.3 13.9 85.4l117.1 117.1c14.6 14.6 38.2 14.6 52.7 0l52.7-52.7c14.5-14.6 14.5-38.2 0-52.7zM331.7 225c28.3 0 54.9 11 74.9 31l19.4 19.4c15.8-6.9 30.8-16.5 43.8-29.5 37.1-37.1 49.7-89.3 37.9-136.7-2.2-9-13.5-12.1-20.1-5.5l-74.4 74.4-67.9-11.3L334 98.9l74.4-74.4c6.6-6.6 3.4-17.9-5.7-20.2-47.4-11.7-99.6.9-136.6 37.9-28.5 28.5-41.9 66.1-41.2 103.6l82.1 82.1c8.1-1.9 16.5-2.9 24.7-2.9zm-103.9 82l-56.7-56.7L18.7 402.8c-25 25-25 65.5 0 90.5s65.5 25 90.5 0l123.6-123.6c-7.6-19.9-9.9-41.6-5-62.7zM64 472c-13.2 0-24-10.8-24-24 0-13.3 10.7-24 24-24s24 10.7 24 24c0 13.2-10.7 24-24 24z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong>Python<\/strong> enables custom data processing and automation where standard tools cannot cover specific business requirements.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-tools\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M501.1 395.7L384 278.6c-23.1-23.1-57.6-27.6-85.4-13.9L192 158.1V96L64 0 0 64l96 128h62.1l106.6 106.6c-13.6 27.8-9.2 62.3 13.9 85.4l117.1 117.1c14.6 14.6 38.2 14.6 52.7 0l52.7-52.7c14.5-14.6 14.5-38.2 0-52.7zM331.7 225c28.3 0 54.9 11 74.9 31l19.4 19.4c15.8-6.9 30.8-16.5 43.8-29.5 37.1-37.1 49.7-89.3 37.9-136.7-2.2-9-13.5-12.1-20.1-5.5l-74.4 74.4-67.9-11.3L334 98.9l74.4-74.4c6.6-6.6 3.4-17.9-5.7-20.2-47.4-11.7-99.6.9-136.6 37.9-28.5 28.5-41.9 66.1-41.2 103.6l82.1 82.1c8.1-1.9 16.5-2.9 24.7-2.9zm-103.9 82l-56.7-56.7L18.7 402.8c-25 25-25 65.5 0 90.5s65.5 25 90.5 0l123.6-123.6c-7.6-19.9-9.9-41.6-5-62.7zM64 472c-13.2 0-24-10.8-24-24 0-13.3 10.7-24 24-24s24 10.7 24 24c0 13.2-10.7 24-24 24z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><strong><a href=\"https:\/\/cobit-solutions.com\/en\/services\/power-bi-developers-for-data-driven-solutions\/\">Power BI<\/a><\/strong> delivers analytical dashboards that give teams access to unified, up-to-date metrics for daily decision-making.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\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-e237903 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e237903\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&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-100 elementor-top-column elementor-element elementor-element-cc4311d\" data-id=\"cc4311d\" data-element_type=\"column\" data-e-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-b5a2489 elementor-widget elementor-widget-text-editor\" data-id=\"b5a2489\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Together, these tools form a unified data management system: they enable the centralized collection of information from various sources, its conversion into understandable business logic, its storage in a scalable repository, <strong>and the automation of individual processes without unnecessary complexity. <\/strong><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-48c39d2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"48c39d2\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&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-16 elementor-inner-column elementor-element elementor-element-9f4d5a8\" data-id=\"9f4d5a8\" data-element_type=\"column\" data-e-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-8ac296d elementor-invisible elementor-widget elementor-widget-image\" data-id=\"8ac296d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"367\" height=\"221\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/azure-data-factory.svg\" class=\"elementor-animation-grow attachment-avatar size-avatar wp-image-32846 lazyload\" alt=\"\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 367px; --smush-placeholder-aspect-ratio: 367\/221;\" \/>\t\t\t\t\t\t\t\t\t\t\t\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-16 elementor-inner-column elementor-element elementor-element-57382d1\" data-id=\"57382d1\" data-element_type=\"column\" data-e-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-e44e52d elementor-invisible elementor-widget elementor-widget-image\" data-id=\"e44e52d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"367\" height=\"221\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/dbt.svg\" class=\"elementor-animation-grow attachment-thumbnail size-thumbnail wp-image-32848 lazyload\" alt=\"\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 367px; --smush-placeholder-aspect-ratio: 367\/221;\" \/>\t\t\t\t\t\t\t\t\t\t\t\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-16 elementor-inner-column elementor-element elementor-element-205f72f\" data-id=\"205f72f\" data-element_type=\"column\" data-e-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-758c935 elementor-invisible elementor-widget elementor-widget-image\" data-id=\"758c935\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"367\" height=\"221\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2025\/11\/snowflake_.png\" class=\"elementor-animation-grow attachment-post_slider_thumbnail size-post_slider_thumbnail wp-image-30010 lazyload\" alt=\"Snowflake Logo\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 367px; --smush-placeholder-aspect-ratio: 367\/221;\" \/>\t\t\t\t\t\t\t\t\t\t\t\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-16 elementor-inner-column elementor-element elementor-element-88821de\" data-id=\"88821de\" data-element_type=\"column\" data-e-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-792e7a2 elementor-invisible elementor-widget elementor-widget-image\" data-id=\"792e7a2\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"367\" height=\"221\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/azure-functions.svg\" class=\"elementor-animation-grow attachment-thumbnail size-thumbnail wp-image-33088 lazyload\" alt=\"\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 367px; --smush-placeholder-aspect-ratio: 367\/221;\" \/>\t\t\t\t\t\t\t\t\t\t\t\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-16 elementor-inner-column elementor-element elementor-element-95b2c46\" data-id=\"95b2c46\" data-element_type=\"column\" data-e-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-e284eb0 elementor-invisible elementor-widget elementor-widget-image\" data-id=\"e284eb0\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"367\" height=\"221\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2025\/11\/python.png\" class=\"elementor-animation-grow attachment-thumbnail size-thumbnail wp-image-30014 lazyload\" alt=\"Python Logo\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 367px; --smush-placeholder-aspect-ratio: 367\/221;\" \/>\t\t\t\t\t\t\t\t\t\t\t\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-16 elementor-inner-column elementor-element elementor-element-653ed02\" data-id=\"653ed02\" data-element_type=\"column\" data-e-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-201eb57 elementor-invisible elementor-widget elementor-widget-image\" data-id=\"201eb57\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"190\" height=\"45\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2023\/11\/vector.svg\" class=\"elementor-animation-grow attachment-thumbnail size-thumbnail wp-image-13214 lazyload\" alt=\"Power BI Logo\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 190px; --smush-placeholder-aspect-ratio: 190\/45;\" \/>\t\t\t\t\t\t\t\t\t\t\t\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f72e438 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f72e438\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&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-100 elementor-top-column elementor-element elementor-element-c7dee66\" data-id=\"c7dee66\" data-element_type=\"column\" data-e-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-799217c elementor-widget elementor-widget-heading\" data-id=\"799217c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Why the client decided to build a centralized data warehouse<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-941523e elementor-widget elementor-widget-text-editor\" data-id=\"941523e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">One of the reasons was <\/span><span style=\"font-weight: 400;\">how to centralize business data from different departments and regions<\/span><span style=\"font-weight: 400;\"> to ensure consistent metrics, transparent reporting, and resolve issues:<\/span><\/p>\t\t\t\t\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<div class=\"elementor-element elementor-element-82d2c83 e-flex e-con-boxed e-con e-parent\" data-id=\"82d2c83\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;,&quot;background_motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;background_motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-9b8bea3 e-con-full e-flex e-con e-child\" data-id=\"9b8bea3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4ef2490 elementor-position-inline-start elementor-mobile-position-inline-start elementor-view-default elementor-widget elementor-widget-icon-box\" data-id=\"4ef2490\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-align-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M16 224h416a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16H16a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16zm416 192H16a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h416a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm3.17-384H172.83A12.82 12.82 0 0 0 160 44.83v38.34A12.82 12.82 0 0 0 172.83 96h262.34A12.82 12.82 0 0 0 448 83.17V44.83A12.82 12.82 0 0 0 435.17 32zm0 256H172.83A12.82 12.82 0 0 0 160 300.83v38.34A12.82 12.82 0 0 0 172.83 352h262.34A12.82 12.82 0 0 0 448 339.17v-38.34A12.82 12.82 0 0 0 435.17 288z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tSiloed Data Sources\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tThe company\u2019s data was scattered across various systems, making it difficult to get a comprehensive view of the business.\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c4d879a elementor-position-inline-start elementor-mobile-position-inline-start elementor-view-default elementor-widget elementor-widget-icon-box\" data-id=\"c4d879a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-calendar-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M124 328c-6.6 0-12-5.4-12-12v-24c0-6.6 5.4-12 12-12h200c6.6 0 12 5.4 12 12v24c0 6.6-5.4 12-12 12H124zm324-216v352c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V112c0-26.5 21.5-48 48-48h48V12c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v52h128V12c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v52h48c26.5 0 48 21.5 48 48zm-48 346V160H48v298c0 3.3 2.7 6 6 6h340c3.3 0 6-2.7 6-6z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tWasted Time\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tPreparing reports was time-consuming because information had to be collected and reconciled manually.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1001aeb elementor-position-inline-start elementor-mobile-position-inline-start elementor-view-default elementor-widget elementor-widget-icon-box\" data-id=\"1001aeb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-trash-alt\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M268 416h24a12 12 0 0 0 12-12V188a12 12 0 0 0-12-12h-24a12 12 0 0 0-12 12v216a12 12 0 0 0 12 12zM432 80h-82.41l-34-56.7A48 48 0 0 0 274.41 0H173.59a48 48 0 0 0-41.16 23.3L98.41 80H16A16 16 0 0 0 0 96v16a16 16 0 0 0 16 16h16v336a48 48 0 0 0 48 48h288a48 48 0 0 0 48-48V128h16a16 16 0 0 0 16-16V96a16 16 0 0 0-16-16zM171.84 50.91A6 6 0 0 1 177 48h94a6 6 0 0 1 5.15 2.91L293.61 80H154.39zM368 464H80V128h288zm-212-48h24a12 12 0 0 0 12-12V188a12 12 0 0 0-12-12h-24a12 12 0 0 0-12 12v216a12 12 0 0 0 12 12z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tOutdated Data\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tThe business needed up-to-date analytics, and a <a href=\"https:\/\/cobit-solutions.com\/en\/services\/data-warehouse-development-services\/\">centralized data warehouse<\/a> allows for quick generation of accurate reports.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-444d2dc elementor-position-inline-start elementor-mobile-position-inline-start elementor-view-default elementor-widget elementor-widget-icon-box\" data-id=\"444d2dc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-folder-open\" viewBox=\"0 0 576 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M527.9 224H480v-48c0-26.5-21.5-48-48-48H272l-64-64H48C21.5 64 0 85.5 0 112v288c0 26.5 21.5 48 48 48h400c16.5 0 31.9-8.5 40.7-22.6l79.9-128c20-31.9-3-73.4-40.7-73.4zM48 118c0-3.3 2.7-6 6-6h134.1l64 64H426c3.3 0 6 2.7 6 6v42H152c-16.8 0-32.4 8.8-41.1 23.2L48 351.4zm400 282H72l77.2-128H528z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tLack of History\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tIt was also important to maintain a history of changes to analyze not only current but also past data.\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c566ead elementor-position-inline-start elementor-mobile-position-inline-start elementor-view-default elementor-widget elementor-widget-icon-box\" data-id=\"c566ead\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-hand-rock\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M408.864 79.052c-22.401-33.898-66.108-42.273-98.813-23.588-29.474-31.469-79.145-31.093-108.334-.022-47.16-27.02-108.71 5.055-110.671 60.806C44.846 105.407 0 140.001 0 187.429v56.953c0 32.741 14.28 63.954 39.18 85.634l97.71 85.081c4.252 3.702 3.11 5.573 3.11 32.903 0 17.673 14.327 32 32 32h252c17.673 0 32-14.327 32-32 0-23.513-1.015-30.745 3.982-42.37l42.835-99.656c6.094-14.177 9.183-29.172 9.183-44.568V146.963c0-52.839-54.314-88.662-103.136-67.911zM464 261.406a64.505 64.505 0 0 1-5.282 25.613l-42.835 99.655c-5.23 12.171-7.883 25.04-7.883 38.25V432H188v-10.286c0-16.37-7.14-31.977-19.59-42.817l-97.71-85.08C56.274 281.255 48 263.236 48 244.381v-56.953c0-33.208 52-33.537 52 .677v41.228a16 16 0 0 0 5.493 12.067l7 6.095A16 16 0 0 0 139 235.429V118.857c0-33.097 52-33.725 52 .677v26.751c0 8.836 7.164 16 16 16h7c8.836 0 16-7.164 16-16v-41.143c0-33.134 52-33.675 52 .677v40.466c0 8.836 7.163 16 16 16h7c8.837 0 16-7.164 16-16v-27.429c0-33.03 52-33.78 52 .677v26.751c0 8.836 7.163 16 16 16h7c8.837 0 16-7.164 16-16 0-33.146 52-33.613 52 .677v114.445z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tNeed for Control\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tQuality control became a separate task: in the data warehouse, data can be cleaned, verified, and standardized before use in reporting.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b41bb6a elementor-position-inline-start elementor-mobile-position-inline-start elementor-view-default elementor-widget elementor-widget-icon-box\" data-id=\"b41bb6a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-building\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M128 148v-40c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12h-40c-6.6 0-12-5.4-12-12zm140 12h40c6.6 0 12-5.4 12-12v-40c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v40c0 6.6 5.4 12 12 12zm-128 96h40c6.6 0 12-5.4 12-12v-40c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v40c0 6.6 5.4 12 12 12zm128 0h40c6.6 0 12-5.4 12-12v-40c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v40c0 6.6 5.4 12 12 12zm-76 84v-40c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v40c0 6.6 5.4 12 12 12h40c6.6 0 12-5.4 12-12zm76 12h40c6.6 0 12-5.4 12-12v-40c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v40c0 6.6 5.4 12 12 12zm180 124v36H0v-36c0-6.6 5.4-12 12-12h19.5V24c0-13.3 10.7-24 24-24h337c13.3 0 24 10.7 24 24v440H436c6.6 0 12 5.4 12 12zM79.5 463H192v-67c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v67h112.5V49L80 48l-.5 415z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tNeed for Scalability\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tFinally, the company needed to scale its analytics\u2014a centralized data warehouse provides the foundation for growth in the number of sources, reports, and users.\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c402cba e-con-full e-flex e-con e-child\" data-id=\"c402cba\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b9238fa elementor-widget elementor-widget-image\" data-id=\"b9238fa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"600\" height=\"900\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/why-the-client-decided-to-build-a-centralized-data-warehouse.jpg\" class=\"attachment-large size-large wp-image-33749 lazyload\" alt=\"\" data-srcset=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/why-the-client-decided-to-build-a-centralized-data-warehouse.jpg 600w, https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/why-the-client-decided-to-build-a-centralized-data-warehouse-323x484.jpg 323w\" data-sizes=\"auto\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 600px; --smush-placeholder-aspect-ratio: 600\/900;\" data-original-sizes=\"(max-width: 600px) 100vw, 600px\" \/>\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\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-00951f1 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"00951f1\" data-element_type=\"section\" data-e-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-ba2c8ef\" data-id=\"ba2c8ef\" data-element_type=\"column\" data-e-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-b8ae260 elementor-widget elementor-widget-\u041b\u0435\u043d\u0434\u0438\u043d\u0433:Timeline\" data-id=\"b8ae260\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"\u041b\u0435\u043d\u0434\u0438\u043d\u0433:Timeline.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t            \n            <section class=\"timeline-section position-relative\" style=\"padding-bottom: 35px\">\n                <div class=\"container\">\n                                            <div class=\"row\">\n                            <div class=\"col-12\">\n                                <h2 class=\"timeline-section__title\">How the data cleansing and standardization process worked<\/h2>\n                            <\/div>\n                        <\/div>\n                    \t                                        <div class=\"row\">\n                            <div class=\"col-12\">\n\t                            <p style=\"text-align: center;\"><span style=\"font-weight: 400; font-size: 16px;\">We designed the process so that each stage addressed a specific task without<br \/>introducing new discrepancies in the data.<\/span><\/p>                            <\/div>\n                        <\/div>\n\t                                    \n                                            <div class=\"row timeline-section__items\" style=\"margin-top: 30px;\">\n                                                            <div class=\"col-12 col-md-4\">\n                                    <div class=\"timeline-section__item\">\n                                                                                    <div class=\"timeline-section__item-image\">\n                                                <img decoding=\"async\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2025\/07\/timeline-icon2.svg\" width=\"68px\" height=\"68px\" alt=\"Deep Expertise\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 68px; --smush-placeholder-aspect-ratio: 68\/68;\" \/>\n                                            <\/div>\n                                                                                <div class=\"timeline-section__item-number\">1<\/div>\n                                                                                    <div class=\"timeline-section__item-title\" >Data \u0421ollection and Initial Validation<\/div>\n                                                                                                                            <div class=\"timeline-section__item-text\"><p><span style=\"font-weight: 400;\">Data from various systems was consolidated into a single environment and immediately checked for completeness and basic accuracy to prevent errors from propagating further through the system.<\/span><\/p><\/div>\n                                                                            <\/div>\n                                <\/div>\n                                                            <div class=\"col-12 col-md-4\">\n                                    <div class=\"timeline-section__item\">\n                                                                                    <div class=\"timeline-section__item-image\">\n                                                <img decoding=\"async\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/data-cleaning-2.svg\" width=\"68px\" height=\"68px\" alt=\"\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 68px; --smush-placeholder-aspect-ratio: 68\/68;\" \/>\n                                            <\/div>\n                                                                                <div class=\"timeline-section__item-number\">2<\/div>\n                                                                                    <div class=\"timeline-section__item-title\" >Data \u0421leansing <\/div>\n                                                                                                                            <div class=\"timeline-section__item-text\"><p><span style=\"font-weight: 400;\">At this stage, duplicates were removed, missing values were filled in or truncated, and obvious errors affecting the final metrics were corrected.<\/span><\/p><\/div>\n                                                                            <\/div>\n                                <\/div>\n                                                            <div class=\"col-12 col-md-4\">\n                                    <div class=\"timeline-section__item\">\n                                                                                    <div class=\"timeline-section__item-image\">\n                                                <img decoding=\"async\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2025\/07\/timeline-icon1.svg\" width=\"68px\" height=\"68px\" alt=\"Proven Track Record\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 68px; --smush-placeholder-aspect-ratio: 68\/68;\" \/>\n                                            <\/div>\n                                                                                <div class=\"timeline-section__item-number\">3<\/div>\n                                                                                    <div class=\"timeline-section__item-title\" >Data Standardization <\/div>\n                                                                                                                            <div class=\"timeline-section__item-text\"><p><span style=\"font-weight: 400;\">Dates, names, codes, and units of measurement were standardized so that the same information appeared consistent regardless of the source.<\/span><\/p><\/div>\n                                                                            <\/div>\n                                <\/div>\n                                                            <div class=\"col-12 col-md-4\">\n                                    <div class=\"timeline-section__item\">\n                                                                                    <div class=\"timeline-section__item-image\">\n                                                <img decoding=\"async\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/contriol.svg\" width=\"68px\" height=\"68px\" alt=\"\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 68px; --smush-placeholder-aspect-ratio: 68\/68;\" \/>\n                                            <\/div>\n                                                                                <div class=\"timeline-section__item-number\">4<\/div>\n                                                                                    <div class=\"timeline-section__item-title\" >Cross-system Reconciliation<\/div>\n                                                                                                                            <div class=\"timeline-section__item-text\"><p><span style=\"font-weight: 400;\">Data was reconciled using uniform rules and reference guides to ensure metrics did not vary depending on their source.<\/span><\/p><\/div>\n                                                                            <\/div>\n                                <\/div>\n                                                            <div class=\"col-12 col-md-4\">\n                                    <div class=\"timeline-section__item\">\n                                                                                    <div class=\"timeline-section__item-image\">\n                                                <img decoding=\"async\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2025\/07\/timeline-icon3.svg\" width=\"68px\" height=\"68px\" alt=\"Scalable Solutions\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 68px; --smush-placeholder-aspect-ratio: 68\/68;\" \/>\n                                            <\/div>\n                                                                                <div class=\"timeline-section__item-number\">5<\/div>\n                                                                                    <div class=\"timeline-section__item-title\" >Post-processing Control<\/div>\n                                                                                                                            <div class=\"timeline-section__item-text\"><p><span style=\"font-weight: 400;\">After transformation, the results were additionally verified to ensure that only reconciled and verified values were included in the reports.<\/span><\/p><\/div>\n                                                                            <\/div>\n                                <\/div>\n                                                            <div class=\"col-12 col-md-4\">\n                                    <div class=\"timeline-section__item\">\n                                                                                    <div class=\"timeline-section__item-image\">\n                                                <img decoding=\"async\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/unification.svg\" width=\"68px\" height=\"68px\" alt=\"\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 68px; --smush-placeholder-aspect-ratio: 68\/68;\" \/>\n                                            <\/div>\n                                                                                <div class=\"timeline-section__item-number\">6<\/div>\n                                                                                    <div class=\"timeline-section__item-title\" >Record Unification<\/div>\n                                                                                                                            <div class=\"timeline-section__item-text\"><p><span style=\"font-weight: 400;\">We performed mapping to combine identical entities from different systems and obtain a unified view.<\/span><\/p><\/div>\n                                                                            <\/div>\n                                <\/div>\n                                                    <\/div>\n                                    <\/div>\n            <\/section>\n            \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-0c179e7 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"0c179e7\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1e8c2d8\" data-id=\"1e8c2d8\" data-element_type=\"column\" data-e-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-68de50c elementor-widget elementor-widget-feedback\" data-id=\"68de50c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"feedback.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<section class=\"feedback-section py-4 py-xl-5  with_layout lazyload\"  style=\"background:inherit; background-size: cover; \"  data-bg=\"url(&#039;https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/2021\/10\/variant-pervyj.png&#039;) no-repeat center\">\n\t\t\t<div class=\"container py-4\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"section-title text-center mb-2 text-white\">DOWNLOAD BI IMPLEMENTATION CHECKLIST<\/h2>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"mb-3 feedback-section-desc text-center\">25 recommendations for successful BI implementation, proven by 87+ projects<\/p>\n\t\t\t\t\t\t\t\t\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f29639-o3\" lang=\"uk\" dir=\"ltr\" data-wpcf7-id=\"29639\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/en\/wp-json\/wp\/v2\/posts\/33528#wpcf7-f29639-o3\" method=\"post\" class=\"wpcf7-form init cf7mls-no-scroll cf7mls-auto-return-first-step cf7mls-no-moving-animation\" aria-label=\"\u041a\u043e\u043d\u0442\u0430\u043a\u0442\u043d\u0430 \u0444\u043e\u0440\u043c\u0430\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"29639\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.6\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"uk\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f29639-o3\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/><input type=\"hidden\" name=\"lang\" value=\"en\" \/><input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/fieldset>\n<div class=\"container\">\n<div class=\"row align-items-start\">\n<div class=\"col-12 col-md-6 col-lg-3\">\n    <div class=\"input-wrap mb-4\"><span class=\"wpcf7-form-control-wrap\" data-name=\"fio\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required form-control\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Name\" value=\"\" type=\"text\" name=\"fio\" \/><\/span><\/div>\n<\/div>\n\n<div class=\"col-12 col-md-6 col-lg-3\">\n    <div class=\"input-wrap mb-4\"><span class=\"wpcf7-form-control-wrap\" data-name=\"short-phone\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-tel wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-tel form-control cp-input-phone\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"tel\" name=\"short-phone\" \/><\/span><\/div>\n<\/div>\n\n<div class=\"col-12 col-md-6 col-lg-3\">\n    <div class=\"input-wrap mb-4\"><span class=\"wpcf7-form-control-wrap\" data-name=\"email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email form-control 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class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"gci\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"gsi\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"ghi\" \/>\n<\/div>\n<\/div><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n\t\t\t\t\t\t\t\t<div class=\"d-flex flex-wrap align-items-center justify-content-center feedback-social-buttons\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/wa.me\/message\/YA3C7LUSPBYIH1\" target=\"_blank\" class=\"mx-2\" rel="nofollow"><img decoding=\"async\" alt=\"Cobit Solutions - Viber\" width=\"181\" height=\"50\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads-webpc\/themes\/cobit\/img\/whatsapp-btn-v2.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 181px; --smush-placeholder-aspect-ratio: 181\/50;\"><\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/m.me\/cobitsolutions\" target=\"_blank\" class=\"mx-2\" rel="nofollow"><img decoding=\"async\" alt=\"Cobit Solutions - Messenger\" width=\"181\" height=\"50\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/themes\/cobit\/img\/facebook-btn.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 181px; --smush-placeholder-aspect-ratio: 181\/50;\"><\/a>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\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-5cf86d4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5cf86d4\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&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-100 elementor-top-column elementor-element elementor-element-64b5906\" data-id=\"64b5906\" data-element_type=\"column\" data-e-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-377ca6a elementor-widget elementor-widget-heading\" data-id=\"377ca6a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How has Steelite International\u2019s operations changed as a result of our collaboration?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b8d293b elementor-widget elementor-widget-text-editor\" data-id=\"b8d293b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<span style=\"font-weight: 400;\">As a result, a <\/span><span style=\"font-weight: 400;\">centralized data platform for global manufacturing companies&#8217; analytics and reporting <\/span><span style=\"font-weight: 400;\">was built,<br> consolidating financial, operational, and management data into a single system.<\/span>\t\t\t\t\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<div class=\"elementor-element elementor-element-3dff9c8 e-flex e-con-boxed e-con e-parent\" data-id=\"3dff9c8\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;,&quot;background_motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;background_motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-9a4c017 e-con-full e-flex e-con e-child\" data-id=\"9a4c017\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-70964bf elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"70964bf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tWhich Teams are Using the Company\u2019s New Analytics?\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tThe new analytics have become a common foundation for several teams. The finance department works with revenue, margin, and inventory metrics and reconciles them with financial statements. The sales department gets a comprehensive view of trends, customer segments, and product categories on a global level. Operations management uses inventory and turnover data for planning and timely response to changes.\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-61e0922 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"61e0922\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tHow Has the Finance Team\u2019s Workflow Changed Since the System was Launched?\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tThe finance team\u2019s work has become more structured and less reliant on manual report preparation. The time required to collect, reconcile, and consolidate data from various sources\u2014which previously took hours\u2014has been reduced to just a few minutes. Instead of manually preparing data, the team can now focus on analyzing metrics, identifying variances, and supporting management decisions.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-886616e elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"886616e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tWhat Decisions Were the Company Able to Make More Quickly After the Implementation?\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tFirst and foremost, the company began to respond more quickly to deviations in metrics and changes in the business, without waiting for the end of the reporting period. Next, the evaluation of the performance of customer segments and product categories accelerated, enabling the company to adjust its priorities promptly. Finally, inventory management and sales analysis became simpler, as data became available without additional reconciliation or preparation.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5defbfa elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"5defbfa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tHow Has the Preparation of Management or Financial Reports Changed?\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tReport preparation is no longer a process consisting of dozens of manual steps. Whereas it used to take up to 10 days to generate reports and required collecting and reconciling data from multiple systems, data loading, cleansing, and processing are now performed automatically. As a result, report preparation time has been reduced by 92%, and updates occur daily.\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed92f4a elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"ed92f4a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tHas the Speed of Management Decision-making Changed?\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tYes, the speed of management decision-making has increased. Previously, some decisions were delayed while waiting for reports and the need to verify data further. This created a lag between an event and the response to it. Now, management works with real-time metrics and sees changes in sales, inventory, and financial results without delay. Decisions are made the moment deviations occur, allowing for quicker course corrections and no wasted time.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0450f8e e-con-full e-flex e-con e-child\" data-id=\"0450f8e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-70e2eda elementor-widget elementor-widget-image\" data-id=\"70e2eda\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"471\" height=\"968\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/as-a-result-of-our-collaboration-471x968.jpg\" class=\"attachment-large size-large wp-image-33776 lazyload\" alt=\"\" data-srcset=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/as-a-result-of-our-collaboration-471x968.jpg 471w, https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/as-a-result-of-our-collaboration-235x484.jpg 235w, https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2026\/04\/as-a-result-of-our-collaboration.jpg 600w\" data-sizes=\"auto\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 471px; --smush-placeholder-aspect-ratio: 471\/968;\" data-original-sizes=\"(max-width: 471px) 100vw, 471px\" \/>\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\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-438fe64 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"438fe64\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&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-100 elementor-top-column elementor-element elementor-element-43441d6\" data-id=\"43441d6\" data-element_type=\"column\" data-e-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-c1c0778 elementor-widget elementor-widget-heading\" data-id=\"c1c0778\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">You can also get your data in order and switch to daily analytics\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b385d26 elementor-widget elementor-widget-text-editor\" data-id=\"b385d26\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">We examined a <\/span><span style=\"font-weight: 400;\">case study on the implementation of a data warehouse<\/span><span style=\"font-weight: 400;\"> for a company that was working with multiple ERP systems and needed centralized analytics. Most companies face a similar situation: data is scattered across multiple systems, reports are generated manually, metrics don\u2019t align across teams, and decisions are delayed due to verification processes. But you don\u2019t have to put up with this.<\/span><\/p><p><span style=\"font-weight: 400;\">Contact us\u2014we\u2019ll help you consolidate your data, set up automated reporting, and ensure transparent metrics for every team. <\/span><b>Get daily analytics that let you make decisions quickly and confidently, without delays or discrepancies.<\/b><\/p>\t\t\t\t\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-470dcd7 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"470dcd7\" data-element_type=\"section\" data-e-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-9d4e36e\" data-id=\"9d4e36e\" data-element_type=\"column\" 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name=\"hp_form_field\" \/><\/span>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"full_phone_country\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"full_phone\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"https:\/\/cobit-solutions.com\/en\/wp-json\/wp\/v2\/posts\/33528\/\" type=\"hidden\" name=\"url\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"https:\/\/cobit-solutions.com\/en\/wp-json\/wp\/v2\/posts\/33528\/\" type=\"hidden\" name=\"deal_lead_form_url\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"referer\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utm_source\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utm_medium\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utm_campaign\" \/>\n<input 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Solutions - Viber\" width=\"181\" height=\"50\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/themes\/cobit\/img\/whatsapp-btn-v2.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 181px; --smush-placeholder-aspect-ratio: 181\/50;\"><\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/m.me\/cobitsolutions\" target=\"_blank\" class=\"mx-2\" rel="nofollow"><img decoding=\"async\" alt=\"Cobit Solutions - Messenger\" width=\"181\" height=\"50\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/themes\/cobit\/img\/facebook-btn.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 181px; --smush-placeholder-aspect-ratio: 181\/50;\"><\/a>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<img decoding=\"async\" alt=\"Cobit Solutions - Download\" width=\"77\" height=\"84\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/themes\/cobit\/img\/feedback-rubin.png\" class=\"feedback-rubin rubin animation animation_rubin lazyload\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 77px; --smush-placeholder-aspect-ratio: 77\/84;\">\n\t\t<\/section>\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-657d6af elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"657d6af\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4d8f126\" data-id=\"4d8f126\" data-element_type=\"column\" data-e-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-d1b62a1 elementor-widget elementor-widget-services_cases\" data-id=\"d1b62a1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"services_cases.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t            <section class=\"home-cases pt-4 pt-xl-5 pb-0 pb-md-4 pb-xl-5\" id=\"cases\">\r\n                <div class=\"container py-4\">\r\n                                            <h2 class=\"section-title text-center mb-3 text-white\">Familiarize yourself with our other projects<\/h2>\r\n                                                            <div class=\"grid-3-carousel owl-carousel js-cs-slider mx-auto mb-4 mb-xl-5\" data-cs-type=\"cases\">\r\n                                                                                    <div class=\"item h-100\">\r\n                                    <div class=\"card card-cases h-100\">\r\n                                                                                    <img loading=\"lazy\" decoding=\"async\" alt=\"&#8220;Dobrobut&#8221; clinics network\" width=\"329\" height=\"215\" src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2021\/07\/gos-innovatsii-v-meditsine-e1777900112223.jpg\" class=\"card-img-top\" loading=\"lazy\">\r\n                                                                                <div class=\"card-body px-3 px-xl-4 pb-3 pb-lg-4 d-flex flex-column\">\r\n                                                                                                                                        <p class=\"badge rounded-pill px-4 py-2 mb-2 mt-1\">Healthcare<\/p>\r\n                                                                                        <h3 class=\"card-title mb-3 mt-2\">&#8220;Dobrobut&#8221; clinics network<\/h3>\r\n                                            <div class=\"card-text mb-3\">\r\n                                                <p class=\"mb-2\"><strong>Result:<\/strong><\/p>\r\n                                                <ul>\r\n \t<li>Clinic's directors got daily updated P&L report;<\/li>\r\n \t<li>The management uses daily dashboard with budget\/actual analysis on operational indicators;<\/li>\r\n \t<li>Dashboards combine data from ERP and the Doktor Eleks medical system.<\/li>\r\n<\/ul>                                            <\/div>\r\n                                            <div class=\"card-text mt-auto\">\r\n                                                <a href=\"https:\/\/cobit-solutions.com\/en\/power-bi-medical-clinic-transformation\/\" class=\"card-cases-link\">More about the case<\/a>\r\n                                            <\/div>\r\n                                        <\/div>\r\n                                    <\/div>\r\n                                <\/div>\r\n                                                            <div class=\"item h-100\">\r\n                                    <div class=\"card card-cases h-100\">\r\n                                                                                    <img decoding=\"async\" alt=\"Meest China\" width=\"329\" height=\"215\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2021\/07\/logistics-367x221.jpg\" class=\"card-img-top lazyload\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 329px; --smush-placeholder-aspect-ratio: 329\/215;\">\r\n                                                                                <div class=\"card-body px-3 px-xl-4 pb-3 pb-lg-4 d-flex flex-column\">\r\n                                                                                                                                        <p class=\"badge rounded-pill px-4 py-2 mb-2 mt-1\">Logistics<\/p>\r\n                                                                                        <h3 class=\"card-title mb-3 mt-2\">Meest China<\/h3>\r\n                                            <div class=\"card-text mb-3\">\r\n                                                <p class=\"mb-2\"><strong>Result:<\/strong><\/p>\r\n                                                <ul>\r\n \t<li>Dashboards combine data from ERP and CRM;<\/li>\r\n \t<li>Routes margin is automaticaly calculated in dashboards and monitored every day by management;<\/li>\r\n \t<li>Daily generated Profit & Loss report;<\/li>\r\n<\/ul>                                            <\/div>\r\n                                            <div class=\"card-text mt-auto\">\r\n                                                <a href=\"https:\/\/cobit-solutions.com\/en\/logistics-intelligence-kak-najti-posylku-2\/\" class=\"card-cases-link\">More about the case<\/a>\r\n                                            <\/div>\r\n                                        <\/div>\r\n                                    <\/div>\r\n                                <\/div>\r\n                                                            <div class=\"item h-100\">\r\n                                    <div class=\"card card-cases h-100\">\r\n                                                                                    <img decoding=\"async\" alt=\"Steelite International USA\" width=\"329\" height=\"215\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/uploads\/sites\/2\/2023\/01\/img_7098-367x221.jpg\" class=\"card-img-top lazyload\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 329px; --smush-placeholder-aspect-ratio: 329\/215;\">\r\n                                                                                <div class=\"card-body px-3 px-xl-4 pb-3 pb-lg-4 d-flex flex-column\">\r\n                                                                                                                                        <p class=\"badge rounded-pill px-4 py-2 mb-2 mt-1\">Manufacturing<\/p>\r\n                                                                                        <h3 class=\"card-title mb-3 mt-2\">Steelite International USA<\/h3>\r\n                                            <div class=\"card-text mb-3\">\r\n                                                <p class=\"mb-2\"><strong>Result:<\/strong><\/p>\r\n                                                <ul>\r\n \t<li style=\"font-weight: 400;\">Automated reporting, reducing turnaround from 10 days to overnight.<\/li>\r\n \t<li style=\"font-weight: 400;\">Scaled visibility from regional to global (US, UK, Canada, Europe, Australia).<\/li>\r\n \t<li style=\"font-weight: 400;\">Centralized data enabled data-driven decisions on a weekly cadence instead of monthly.<\/li>\r\n<\/ul>                                            <\/div>\r\n                                            <div class=\"card-text mt-auto\">\r\n                                                <a href=\"https:\/\/cobit-solutions.com\/en\/how-to-go-from-the-chaos-of-hundreds-of-thousands-of-metrics-to-analytics-with-99-accuracy\/\" class=\"card-cases-link\">More about the case<\/a>\r\n                                            <\/div>\r\n                                        <\/div>\r\n                                    <\/div>\r\n                                <\/div>\r\n                                                                                                            <div class=\"item h-100 js-cs-item\" data-id=\"5727\">\r\n\r\n                                <\/div>\r\n                                                            <div class=\"item h-100 js-cs-item\" data-id=\"5391\">\r\n\r\n                                <\/div>\r\n                                                            <div class=\"item h-100 js-cs-item\" data-id=\"5735\">\r\n\r\n                                <\/div>\r\n                                                            <div class=\"item h-100 js-cs-item\" data-id=\"5731\">\r\n\r\n                                <\/div>\r\n                                                            <div class=\"item h-100 js-cs-item\" data-id=\"5712\">\r\n\r\n                                <\/div>\r\n                                                            <div class=\"item h-100 js-cs-item\" data-id=\"5708\">\r\n\r\n                                <\/div>\r\n                                                            <div class=\"item h-100 js-cs-item\" data-id=\"5693\">\r\n\r\n                                <\/div>\r\n                                               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data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/themes\/cobit\/img\/cases-rubin.png\" class=\"cases-rubin rubin animation animation_rubin lazyload\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 121px; --smush-placeholder-aspect-ratio: 121\/132;\">\r\n                <img decoding=\"async\" alt=\"Cobit Solutions\" width=\"65\" height=\"71\" data-src=\"https:\/\/cobit-solutions.com\/en\/wp-content\/themes\/cobit\/img\/cases-rubin-2.png\" class=\"cases-rubin-2 rubin animation animation_rubin lazyload\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 65px; --smush-placeholder-aspect-ratio: 65\/71;\">\r\n            <\/section>\r\n            \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>\n\t\t","protected":false},"excerpt":{"rendered":"<p>doc_2026-04-17_19-56-38doc_2026-04-17_19-56-01<\/p>\n","protected":false},"author":6,"featured_media":34719,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-33528","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-economic-effects-of-business-intelligence"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>8 ERP Systems into One Analytics Platform: BI Implementation Case Study<\/title>\n<meta name=\"description\" content=\"Case study of a data warehouse and BI implementation for a global manufacturing company. 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