{"id":455,"date":"2024-04-05T08:32:58","date_gmt":"2024-04-05T06:32:58","guid":{"rendered":"https:\/\/optano-homepage.orconomy.local\/?page_id=455"},"modified":"2026-01-14T08:32:52","modified_gmt":"2026-01-14T07:32:52","slug":"advanced-analytics","status":"publish","type":"page","link":"https:\/\/optano.com\/en\/media\/technologie\/advanced-analytics\/","title":{"rendered":"Advanced analytics with OPTANO: understanding the future and optimizing decisions"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"455\" class=\"elementor elementor-455\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6c4b0b5 e-con-full e-flex e-con e-parent\" data-id=\"6c4b0b5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-b8b132e e-con-full e-flex e-con e-child\" data-id=\"b8b132e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3c9757d elementor-widget elementor-widget-image\" data-id=\"3c9757d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"550\" height=\"550\" src=\"https:\/\/optano.com\/wp-content\/uploads\/2025\/09\/Analytics-Technologie-OPTANO.png\" class=\"attachment-large size-large wp-image-8815\" alt=\"\" srcset=\"https:\/\/optano.com\/wp-content\/uploads\/2025\/09\/Analytics-Technologie-OPTANO.png 550w, https:\/\/optano.com\/wp-content\/uploads\/2025\/09\/Analytics-Technologie-OPTANO-300x300.png 300w, https:\/\/optano.com\/wp-content\/uploads\/2025\/09\/Analytics-Technologie-OPTANO-150x150.png 150w\" sizes=\"(max-width: 550px) 100vw, 550px\" \/>\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<\/div>\n\t\t<div class=\"elementor-element elementor-element-f17838e e-con-full e-flex e-con e-child\" data-id=\"f17838e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-764a697 elementor-widget elementor-widget-text-editor\" data-id=\"764a697\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Advanced analytics at OPTANO stands for the use of advanced analysis methods that go beyond traditional business intelligence, i.e. the mere description of past events. The combination of machine learning, mathematical optimization and well-founded modelling creates solutions that predict future developments and enable optimal decisions. OPTANO combines predictive and prescriptive analytics in a powerful platform - for data-driven planning and strategic control in complex business processes.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-49fc86e e-con-full e-flex e-con e-child\" data-id=\"49fc86e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-0c7e9e5 e-grid e-con-full e-con e-child\" data-id=\"0c7e9e5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-21dfb2c e-con-full e-flex e-con e-child\" data-id=\"21dfb2c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-9576117 e-con-full e-flex e-con e-child\" data-id=\"9576117\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9108aa4 elementor-widget elementor-widget-heading\" data-id=\"9108aa4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">What happened?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f397d27 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"f397d27\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xmlns:serif=\"http:\/\/www.serif.com\/\" width=\"100%\" height=\"100%\" viewbox=\"0 0 334 334\" xml:space=\"preserve\" style=\"fill-rule:evenodd;clip-rule:evenodd;stroke-linejoin:round;stroke-miterlimit:2;\"><g><g><path d=\"M218.229,28.393c5.156,0 8.594,3.438 8.594,8.594l-0,17.187c-0,5.157 -3.438,8.594 -8.594,8.594c-5.156,0 -8.594,-3.437 -8.594,-8.594l0,-17.187c0,-5.156 4.297,-8.594 8.594,-8.594m0,-17.187c-14.609,-0 -25.781,11.172 -25.781,25.781l-0,17.187c-0,14.61 11.172,25.782 25.781,25.782c14.61,-0 25.781,-11.172 25.781,-25.782l0,-17.187c0,-14.609 -11.171,-25.781 -25.781,-25.781\" style=\"fill-rule:nonzero;\"><\/path><\/g><g><rect x=\"158.073\" y=\"11.206\" width=\"17.188\" height=\"68.75\"><\/rect><\/g><g><path d=\"M115.104,28.393c5.156,0 8.594,3.438 8.594,8.594l-0,17.187c-0,5.157 -3.438,8.594 -8.594,8.594c-4.297,0 -8.594,-3.437 -8.594,-8.594l0,-17.187c0,-5.156 4.297,-8.594 8.594,-8.594m0,-17.187c-13.75,-0 -25.781,11.172 -25.781,25.781l-0,17.187c-0,14.61 11.172,25.782 25.781,25.782c14.61,-0 25.781,-11.172 25.781,-25.782l0,-17.187c0,-14.609 -11.171,-25.781 -25.781,-25.781\" 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-64.356,-22.063 -67.351,-56.296c-2.953,-33.752 22.672,-64.173 56.552,-67.137c34.363,-3.007 64.398,22.545 67.351,56.296c2.995,34.234 -22.189,64.131 -56.552,67.137Z\" style=\"fill-rule:nonzero;\"><\/path><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-57f15ca elementor-widget elementor-widget-text-editor\" data-id=\"57f15ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Descriptive analytics<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-61cf294 e-con-full e-flex e-con e-child\" data-id=\"61cf294\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-b5f7e90 e-con-full e-flex e-con e-child\" data-id=\"b5f7e90\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f3ad324 elementor-widget elementor-widget-heading\" data-id=\"f3ad324\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Why?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ae74db elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"7ae74db\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xmlns:serif=\"http:\/\/www.serif.com\/\" width=\"100%\" height=\"100%\" viewbox=\"0 0 334 334\" xml:space=\"preserve\" style=\"fill-rule:evenodd;clip-rule:evenodd;stroke-linejoin:round;stroke-miterlimit:2;\"><g><path d=\"M20.833,192.708l85.417,-71.875l132.292,86.459l14.583,9.375l11.458,-13.542l46.875,-53.125l0,152.083l-290.625,0l0,-109.375Zm229.167,-4.166l-145.833,-94.792l-104.167,88.542l-0,140.625l333.333,-0l0,-229.167l-83.333,94.792Z\" style=\"fill-rule:nonzero;\"><\/path><path d=\"M333.333,62.5l-20.833,-0l0,-31.25l-31.25,-0l0,-20.833l52.083,-0l0,52.083Z\" style=\"fill-rule:nonzero;\"><\/path><path d=\"M0,87.5l0,28.125l92.708,-79.167l145.834,93.75l82.291,-92.708l-15.625,-13.542l-69.791,79.167l-143.75,-92.708l-91.667,77.083Z\" style=\"fill-rule:nonzero;\"><\/path><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-84f8578 elementor-widget elementor-widget-text-editor\" data-id=\"84f8578\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Diagnostiv Analytics<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e5de332 e-con-full e-flex e-con e-child\" data-id=\"e5de332\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-4bf0525 e-con-full e-flex e-con e-child\" data-id=\"4bf0525\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-87c0ca5 elementor-widget elementor-widget-heading\" data-id=\"87c0ca5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What will be?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div 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e-flex e-con e-child\" data-id=\"c7a5b9f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-17a76ab elementor-widget elementor-widget-heading\" data-id=\"17a76ab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What should you do?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5215bb5 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"5215bb5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xmlns:serif=\"http:\/\/www.serif.com\/\" width=\"100%\" height=\"100%\" viewbox=\"0 0 79 80\" xml:space=\"preserve\" style=\"fill-rule:evenodd;clip-rule:evenodd;stroke-linejoin:round;stroke-miterlimit:2;\">    <g transform=\"matrix(1,0,0,1,-681,-81)\">        <g transform=\"matrix(1,0,0,1.01266,681,81)\">            <path d=\"M19.75,4.938L19.75,19.75L4.938,19.75L4.938,4.938L19.75,4.938M24.688,0L0,0L0,24.688L24.688,24.688L24.688,0Z\" style=\"fill-rule:nonzero;\"><\/path>        <\/g>        <g transform=\"matrix(1,0,0,1.01266,681,81)\">            <path d=\"M12.344,59.25C16.434,59.25 19.75,62.566 19.75,66.656C19.75,70.747 16.434,74.063 12.344,74.063C8.253,74.063 4.938,70.747 4.938,66.656C4.942,62.568 8.255,59.255 12.344,59.25M12.344,54.313C5.526,54.313 0,59.839 0,66.656C0,73.474 5.526,79 12.344,79C19.161,79 24.688,73.474 24.688,66.656C24.688,59.839 19.161,54.313 12.344,54.313Z\" style=\"fill-rule:nonzero;\"><\/path>        <\/g>        <g transform=\"matrix(1,0,0,1.01266,681,81)\">      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data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Prescriptive analytics<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-571259d e-con-full e-flex e-con e-child\" data-id=\"571259d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-63c2de5 e-con-full e-flex e-con e-child\" data-id=\"63c2de5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7e570a9 elementor-widget elementor-widget-heading\" data-id=\"7e570a9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Predictive analytics: anticipating the future<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d3983b9 elementor-widget elementor-widget-heading\" data-id=\"d3983b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Historical data becomes reliable forecasts for future developments<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c55b60d elementor-widget elementor-widget-text-editor\" data-id=\"c55b60d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>OPTANO uses predictive analytics to recognize patterns in historical data and derive well-founded predictions. Whether sales forecasts, demand development or risk assessment - the integrated models provide reliable scenarios for the future. The combination of statistical methods and machine learning creates a solid basis for forward-looking planning and strategic decisions.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e8d55df e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"e8d55df\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6b8ffe8 elementor-widget elementor-widget-image\" data-id=\"6b8ffe8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/optano.com\/wp-content\/uploads\/2025\/09\/Predictive-Analytics-2-OPTANO.png\" class=\"attachment-large size-large wp-image-9074\" alt=\"\" srcset=\"https:\/\/optano.com\/wp-content\/uploads\/2025\/09\/Predictive-Analytics-2-OPTANO.png 300w, https:\/\/optano.com\/wp-content\/uploads\/2025\/09\/Predictive-Analytics-2-OPTANO-150x150.png 150w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\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<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0968b9c e-con-full e-flex e-con e-child\" data-id=\"0968b9c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-7b54943 e-con-full e-flex e-con e-child\" data-id=\"7b54943\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-772e70d elementor-widget elementor-widget-heading\" data-id=\"772e70d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Prescriptive analytics: deriving options for action based on data<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1898e82 elementor-widget elementor-widget-heading\" data-id=\"1898e82\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Well-founded decisions and optimal options for action - even with high complexity <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4143bc5 elementor-widget elementor-widget-text-editor\" data-id=\"4143bc5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Prescriptive analytics at OPTANO goes beyond mere forecasting: with the help of powerful optimization algorithms and simulation models, specific recommendations for action are generated. Targets, restrictions and uncertainties are taken into account. The result is transparent, comprehensible and measurably better decisions.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-05df3a3 e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"05df3a3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-608326d elementor-widget elementor-widget-image\" data-id=\"608326d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/optano.com\/wp-content\/uploads\/2025\/09\/Precriptive-Analytics-OPTANO.png\" class=\"attachment-large size-large wp-image-8817\" alt=\"\" srcset=\"https:\/\/optano.com\/wp-content\/uploads\/2025\/09\/Precriptive-Analytics-OPTANO.png 300w, https:\/\/optano.com\/wp-content\/uploads\/2025\/09\/Precriptive-Analytics-OPTANO-150x150.png 150w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\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<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-82f2a4f elementor-hidden-mobile e-con-full e-flex e-con e-parent\" data-id=\"82f2a4f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-5fc8031 e-con-full e-flex e-con e-child\" data-id=\"5fc8031\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8c5124a elementor-widget elementor-widget-heading\" data-id=\"8c5124a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Advantages at a glance<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0f1429b e-con-full e-flex e-con e-child\" data-id=\"0f1429b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-03ea6d0 e-grid e-con-full e-con e-child\" data-id=\"03ea6d0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-611638d e-con-full e-flex e-con e-child\" data-id=\"611638d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fdced73 elementor-view-framed icon-vorteile elementor-shape-circle elementor-widget elementor-widget-icon\" data-id=\"fdced73\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div 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