{"id":9187,"date":"2026-03-26T12:39:36","date_gmt":"2026-03-26T11:39:36","guid":{"rendered":"https:\/\/www.aigorithmics.com\/tabular-data-analysis\/"},"modified":"2026-03-26T12:39:36","modified_gmt":"2026-03-26T11:39:36","slug":"tabular-data-analysis","status":"publish","type":"page","link":"https:\/\/www.aigorithmics.com\/en\/tabular-data-analysis\/","title":{"rendered":"Tabular Data Analysis"},"content":{"rendered":"<p>[vc_row full_width=&#8221;stretch_row&#8221; stack_columns_placement=&#8221;middle&#8221; content_placement=&#8221;bottom&#8221; luminosity=&#8221;light&#8221; trp_param_exclude_languages=&#8221;en_GB&#8221; trp_param_exclude=&#8221;true&#8221; css=&#8221;.vc_custom_1774009976063{margin-top: 150px !important;margin-bottom: 150px !important;padding-top: 200px !important;padding-bottom: 100px !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221; responsive_css=&#8221;border_bottom_medium:1px|padding_top_medium:75px|padding_bottom_medium:45px|padding_top_small:70px|padding_bottom_small:45px&#8221; el_id=&#8221;wiecejzdanych&#8221; data_tooltip=&#8221;Wi\u0119cej z danych&#8221;][vc_column column_content_align=&#8221;justify-content-center&#8221; responsive_align=&#8221;text-lg-center&#8221; offset=&#8221;vc_col-sm-offset-0&#8243; responsive_css=&#8221;padding_right_large:100px|padding_left_large:100px&#8221;]<style>.ld_fancy_heading_69e4b616abb25 h2{color:rgb(51, 51, 51);}.ld_fancy_heading_69e4b616abb25 h2 {font-size:40px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b616abb25 h2 {font-size:50px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b616abb25 h2 {font-size:56px; }  } @media (min-width: 1200px) { .ld_fancy_heading_69e4b616abb25 h2 {font-size:70px; }  } .ld_fancy_heading_69e4b616abb25 h2 {line-height:1em; } .ld_fancy_heading_69e4b616abb25 h2 {--element-line-height:1em; } @media (min-width: 1200px) { .ld_fancy_heading_69e4b616abb25 h2 {padding-right:14% !important; padding-left:14% !important;  }  } .ld_fancy_heading_69e4b616abb25 h2 {margin-bottom:60px !important; 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} @media (min-width: 768px) { .ld_fancy_heading_69e4b616ac0cb p {font-size:18px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b616ac0cb p {font-size:20px; }  } .ld_fancy_heading_69e4b616ac0cb p {line-height:1.88em; } .ld_fancy_heading_69e4b616ac0cb p {--element-line-height:1.88em; } .ld_fancy_heading_69e4b616ac0cb p {margin-bottom:2em !important;  } .ld_fancy_heading_69e4b616ac0cb .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b616ac0cb p {font-size:16px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b616ac0cb p {font-size:18px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b616ac0cb p {font-size:20px; }  } .ld_fancy_heading_69e4b616ac0cb p {line-height:1.88em; } .ld_fancy_heading_69e4b616ac0cb p {--element-line-height:1.88em; } .ld_fancy_heading_69e4b616ac0cb p {margin-bottom:2em !important;  } <\/style><div class=\"ld-fancy-heading text-center ld_fancy_heading_69e4b616ac0cb\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  Our solution allows you to organize structural data (such as sales, operational, financial, or logistics data) and identify the most important dependencies and determine which features or parameters affect the outcome. In practice, this means both identifying the causes of process efficiency decline and assessing whether a given case (e.g., product, order, or event) meets requirements or requires further observation and qualification as non-compliant.<\/p><\/div>[\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; gap=&#8221;35&#8243; css=&#8221;.vc_custom_1774011363617{padding-top: 100px !important;padding-right: 30px !important;padding-bottom: 80px !important;padding-left: 20px !important;background-image: url(https:\/\/www.aigorithmics.com\/wp-content\/uploads\/2021\/09\/dlaczego-1.jpg?id=6688) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221; responsive_css=&#8221;padding_top_medium:120px|padding_bottom_medium:60px&#8221; el_id=&#8221;what-we-do&#8221;][vc_column offset=&#8221;vc_col-lg-6 vc_col-md-12&#8243;]<style>.ld_fancy_heading_69e4b616ac25c h2{color:#f8f9fb;}.ld_fancy_heading_69e4b616ac25c h2 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b616ac25c h2 {font-size:46px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b616ac25c h2 {font-size:50px; }  } .ld_fancy_heading_69e4b616ac25c h2 {font-weight:500; } .ld_fancy_heading_69e4b616ac25c h2 {margin-bottom:40px !important;  } .ld_fancy_heading_69e4b616ac25c .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b616ac25c h2 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b616ac25c h2 {font-size:46px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b616ac25c h2 {font-size:50px; }  } .ld_fancy_heading_69e4b616ac25c h2 {font-weight:500; } .ld_fancy_heading_69e4b616ac25c h2 {margin-bottom:40px !important;  } <\/style><div class=\"ld-fancy-heading text-left ld_fancy_heading_69e4b616ac25c\">\n\t<h2 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  When is it worth investing in tabular data analysis?<\/h2><\/div>[vc_column_text]<\/p>\n<p style=\"color: #f8f9fb; margin: 0 0 16px 0; font-size: 20px;\">This solution is particularly useful in organizations that possess large amounts of data but do not fully utilize them in decision-making processes. It enables translating data into specific insights and decisions that have a direct impact on business results. <\/p>\n<p>[\/vc_column_text][\/vc_column][vc_column css=&#8221;.vc_custom_1774519109599{padding: 10px !important;background-color: rgba(0,0,0,0.12) !important;*background-color: rgb(0,0,0) !important;}&#8221; offset=&#8221;vc_col-lg-6 vc_col-md-12&#8243; responsive_css=&#8221;padding_top_small:40px&#8221;]<style>.ld_icon_box_69e4b616ac42b:hover .iconbox-icon-container{color:rgb(255, 255, 255);}.ld_icon_box_69e4b616ac42b .iconbox-icon-container{font-size:14px;width:35px !important;height:35px !important;background:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4b616ac42b .iconbox-icon-wrap{margin-inline-end:25px !important;}.ld_icon_box_69e4b616ac42b .iconbox-icon-container:before{border-color:rgb(255, 53, 23);}.ld_icon_box_69e4b616ac42b .iconbox-icon-container .iconbox-icon-hover-bg{background:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b616ac42b:hover .iconbox-icon-container:before{border-color:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b616ac42b .lqd-iconbox-title{color:rgb(255, 255, 255);margin-bottom:18px;font-size:15px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default iconbox-circle iconbox-xs ld_icon_box_69e4b616ac42b\" id=\"ld_icon_box_69e4b616ac42b\"  data-animate-icon=\"true\" data-plugin-options='{\"hoverColor\":\"rgb(255, 255, 255)\"}'  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><span class=\"iconbox-icon-hover-bg\"><\/span><i class=\"fas fa-check\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<p><span style=\"font-size: 20px\">When a company wants to understand what influences process results, quality, costs, sales, or operational efficiency.<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n<style>.ld_icon_box_69e4b616acf0e:hover .iconbox-icon-container{color:rgb(255, 255, 255);}.ld_icon_box_69e4b616acf0e .iconbox-icon-container{font-size:16px;width:35px !important;height:35px !important;background:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4b616acf0e .iconbox-icon-wrap{margin-inline-end:25px !important;}.ld_icon_box_69e4b616acf0e .iconbox-icon-container:before{border-color:rgb(255, 53, 23);}.ld_icon_box_69e4b616acf0e .iconbox-icon-container .iconbox-icon-hover-bg{background:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b616acf0e:hover .iconbox-icon-container:before{border-color:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b616acf0e .lqd-iconbox-title{color:rgb(255, 255, 255);margin-bottom:13px;font-size:15px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default iconbox-circle iconbox-xs ld_icon_box_69e4b616acf0e\" id=\"ld_icon_box_69e4b616acf0e\"  data-animate-icon=\"true\" data-plugin-options='{\"hoverColor\":\"rgb(255, 255, 255)\"}'  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><span class=\"iconbox-icon-hover-bg\"><\/span><i class=\"fas fa-check\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<p><span style=\"font-size: 20px\">When a team needs to analyze dependencies between different areas of operations, process stages, or the results of successive measurements, studies, and experiments.<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n<style>.ld_icon_box_69e4b616ad760:hover .iconbox-icon-container{color:rgb(255, 255, 255);}.ld_icon_box_69e4b616ad760 .iconbox-icon-container{font-size:16px;width:35px !important;height:35px !important;background:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4b616ad760 .iconbox-icon-wrap{margin-inline-end:25px !important;}.ld_icon_box_69e4b616ad760 .iconbox-icon-container:before{border-color:rgb(255, 53, 23);}.ld_icon_box_69e4b616ad760 .iconbox-icon-container .iconbox-icon-hover-bg{background:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b616ad760:hover .iconbox-icon-container:before{border-color:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b616ad760 .lqd-iconbox-title{color:rgb(255, 255, 255);margin-bottom:13px;font-size:15px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default iconbox-circle iconbox-xs ld_icon_box_69e4b616ad760\" id=\"ld_icon_box_69e4b616ad760\"  data-animate-icon=\"true\" data-plugin-options='{\"hoverColor\":\"rgb(255, 255, 255)\"}'  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><span class=\"iconbox-icon-hover-bg\"><\/span><i class=\"fas fa-check\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<p><span style=\"font-size: 20px\">The organization makes decisions based on historical and current data, both in operational areas as well as quality or laboratory areas.<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n<style>.ld_icon_box_69e4b616adc6a:hover .iconbox-icon-container{color:rgb(255, 255, 255);}.ld_icon_box_69e4b616adc6a .iconbox-icon-container{font-size:16px;width:35px !important;height:35px !important;background:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4b616adc6a .iconbox-icon-wrap{margin-inline-end:25px !important;}.ld_icon_box_69e4b616adc6a .iconbox-icon-container:before{border-color:rgb(255, 53, 23);}.ld_icon_box_69e4b616adc6a .iconbox-icon-container .iconbox-icon-hover-bg{background:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b616adc6a:hover .iconbox-icon-container:before{border-color:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b616adc6a .lqd-iconbox-title{color:rgb(255, 255, 255);margin-bottom:13px;font-size:15px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default iconbox-circle iconbox-xs ld_icon_box_69e4b616adc6a\" id=\"ld_icon_box_69e4b616adc6a\"  data-animate-icon=\"true\" data-plugin-options='{\"hoverColor\":\"rgb(255, 255, 255)\"}'  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><span class=\"iconbox-icon-hover-bg\"><\/span><i class=\"fas fa-check\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<p><span style=\"font-size: 20px\">Employees need to detect inefficiencies, deviations, and areas requiring optimization or further observation more quickly.<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n<style>.ld_icon_box_69e4b616adefd:hover .iconbox-icon-container{color:rgb(255, 255, 255);}.ld_icon_box_69e4b616adefd .iconbox-icon-container{font-size:16px;width:35px !important;height:35px !important;background:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4b616adefd .iconbox-icon-wrap{margin-inline-end:25px !important;}.ld_icon_box_69e4b616adefd .iconbox-icon-container:before{border-color:rgb(255, 53, 23);}.ld_icon_box_69e4b616adefd .iconbox-icon-container .iconbox-icon-hover-bg{background:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b616adefd:hover .iconbox-icon-container:before{border-color:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b616adefd .lqd-iconbox-title{color:rgb(255, 255, 255);margin-bottom:13px;font-size:15px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default iconbox-circle iconbox-xs ld_icon_box_69e4b616adefd\" id=\"ld_icon_box_69e4b616adefd\"  data-animate-icon=\"true\" data-plugin-options='{\"hoverColor\":\"rgb(255, 255, 255)\"}'  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><span class=\"iconbox-icon-hover-bg\"><\/span><i class=\"fas fa-check\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<p><span style=\"font-size: 20px\">The company wants to organize data and prepare it for further use in analysis, prediction, classification, or optimization.<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n [\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; gap=&#8221;35&#8243; content_placement=&#8221;top&#8221; bg_position=&#8221;center center&#8221; responsive_css=&#8221;padding_top_medium:100px|padding_bottom_medium:100px&#8221; css=&#8221;.vc_custom_1774518764160{padding-top: 50px !important;padding-bottom: 50px !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221; el_id=&#8221;rozwiazania&#8221; data_tooltip=&#8221;Rozwi\u0105zania&#8221;][vc_column column_content_align=&#8221;justify-content-center&#8221; offset=&#8221;vc_col-lg-12 vc_col-md-12&#8243; responsive_align=&#8221;text-md-center&#8221;]<style>.ld_spacer_69e4b616ae0cf{height:40px;}@media (min-width: 768px) { .ld_spacer_69e4b616ae0cf{height:10px};}@media (min-width: 992px) { .ld_spacer_69e4b616ae0cf{height:50px};}@media (min-width: 1200px) { .ld_spacer_69e4b616ae0cf{height:50px};}<\/style>\n<div class=\"ld-empty-space vc_hidden-lg ld_spacer_69e4b616ae0cf\"><\/div><style>.ld_fancy_heading_69e4b616ae20f h1 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b616ae20f h1 {font-size:46px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b616ae20f h1 {font-size:50px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b616ae20f h1 {line-height:1.1em; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b616ae20f h1 {--element-line-height:1.1em; }  } .ld_fancy_heading_69e4b616ae20f h1 {margin-bottom:70px !important;  } .ld_fancy_heading_69e4b616ae20f .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b616ae20f h1 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b616ae20f h1 {font-size:46px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b616ae20f h1 {font-size:50px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b616ae20f h1 {line-height:1.1em; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b616ae20f h1 {--element-line-height:1.1em; }  } .ld_fancy_heading_69e4b616ae20f h1 {margin-bottom:70px !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69e4b616ae20f\">\n\t<h1 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default lqd-split-lines\"   data-split-text=\"true\" data-split-options='{\"type\":\"lines\"}'>  Business Benefits<\/h1><\/div>[\/vc_column][vc_column column_content_align=&#8221;justify-content-start&#8221; css=&#8221;.vc_custom_1774518206193{padding-top: 30px !important;}&#8221;][vc_row_inner][vc_column_inner width=&#8221;1\/2&#8243; offset=&#8221;vc_col-lg-3&#8243;]<style>.ld_icon_box_69e4b616ae808 .iconbox-icon-container{color:rgb(255, 53, 23);margin-bottom:30px !important;border-radius:px;}.ld_icon_box_69e4b616ae808 .lqd-iconbox-title{margin-bottom:15px;font-size:23px;}<\/style>\n<div class=\"iconbox text-left ld_icon_box_69e4b616ae808 vc_custom_1774522485436\" id=\"ld_icon_box_69e4b616ae808\"  data-animate-icon=\"true\" data-plugin-options='{\"color\":\"rgb(255, 53, 23)\"}'  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><i class=\"fas fa-user-shield\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t<h3 class=\"lqd-iconbox-title \">Identification of Problem Sources<\/h3>\t<p><span style=\"font-size: 17px;line-height: 1.47em;color: #8a8a91\">Detection of causes of performance declines, sales drops, or cost increases.<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n[\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243; offset=&#8221;vc_col-lg-3&#8243;]<style>.ld_icon_box_69e4b616af025 .iconbox-icon-container{color:rgb(255, 53, 23);margin-bottom:26px !important;border-radius:px;}.ld_icon_box_69e4b616af025 .lqd-iconbox-title{margin-bottom:15px;font-size:23px;}<\/style>\n<div class=\"iconbox text-left ld_icon_box_69e4b616af025 vc_custom_1774522442646\" id=\"ld_icon_box_69e4b616af025\"  data-animate-icon=\"true\" data-plugin-options='{\"color\":\"rgb(255, 53, 23)\"}'  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><i class=\"fas fa-clipboard-check\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t<h3 class=\"lqd-iconbox-title \">Better Data-Driven Decisions<\/h3>\t<p><span style=\"font-size: 17px;line-height: 1.47em;color: #8a8a91\"> Understanding what actually influences results and where action should be taken.<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n[\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243; offset=&#8221;vc_col-lg-3&#8243;]<style>.ld_icon_box_69e4b616af89d .iconbox-icon-container{color:rgb(255, 53, 23);margin-bottom:30px !important;border-radius:px;}.ld_icon_box_69e4b616af89d .lqd-iconbox-title{margin-bottom:15px;font-size:23px;}<\/style>\n<div class=\"iconbox text-left ld_icon_box_69e4b616af89d vc_custom_1774522567653\" id=\"ld_icon_box_69e4b616af89d\"  data-animate-icon=\"true\" data-plugin-options='{\"color\":\"rgb(255, 53, 23)\"}'  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><i class=\"fas fa-industry\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t<h3 class=\"lqd-iconbox-title \">Better Operational Decisions<\/h3>\t<p><span style=\"font-size: 17px;line-height: 1.47em;color: #8a8a91\">Elimination of inefficiencies and better utilization of available data. <\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n[\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243; offset=&#8221;vc_col-lg-3&#8243;]<style>.ld_icon_box_69e4b616afd04 .iconbox-icon-container{color:rgb(255, 53, 23);margin-bottom:30px !important;border-radius:px;}.ld_icon_box_69e4b616afd04 .lqd-iconbox-title{margin-bottom:15px;font-size:23px;}<\/style>\n<div class=\"iconbox text-left ld_icon_box_69e4b616afd04 vc_custom_1774522600808\" id=\"ld_icon_box_69e4b616afd04\"  data-animate-icon=\"true\" data-plugin-options='{\"color\":\"rgb(255, 53, 23)\"}'  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><i class=\"fas fa-cogs\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t<h3 class=\"lqd-iconbox-title \">Foundation for Further AI Solutions<\/h3>\t<p><span style=\"font-size: 17px;line-height: 1.47em;color: #8a8a91\">Data preparation and process understanding as a basis for prediction, optimization, and automation. <\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n[\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row enable_row_dividers=&#8221;yes&#8221; css=&#8221;.vc_custom_1774518649946{padding-bottom: 100px !important;}&#8221; row_svg_divider=&#8221;top_shape_color:%23ffffff|top_shape_height:83&#8243; responsive_css=&#8221;padding_bottom_medium:130px&#8221; el_id=&#8221;casestudies&#8221;][vc_column el_id=&#8221;case&#8221;]<style><\/style><style>.ld_tabs_69e4b616b0e47 .lqd-tabs-nav > li > a, .ld_tabs_69e4b616b0e47 .lqd-tabs-nav .h3{font-size:15px;line-height:1.25em;}.ld_tabs_69e4b616b0e47 .lqd-tabs-nav li a .h3{color:inherit;}.ld_tabs_69e4b616b0e47 .lqd-tabs-nav li.active a .h3{color:inherit;}.ld_tabs_69e4b616b0e47 .lqd-tabs-nav a{color:rgb(255, 255, 255);background:rgb(24, 44, 160);}.ld_tabs_69e4b616b0e47 .lqd-tabs-nav li.active a{color:rgb(255, 255, 255);background:#ff3517;}<\/style><div class=\"lqd-tabs lqd-tabs-style-9 d-flex flex-column ld_tabs_69e4b616b0e47\" data-tabs-options='{\"trigger\":\"hover\"}'>\n\n\t<nav class=\"lqd-tabs-nav-wrap mb-6\">\n\t\t<ul class=\"reset-ul lqd-tabs-nav d-flex align-items-center flex-wrap justify-content-md-center\" role=\"tablist\"><li data-controls=\"lqd-1629982215996-bd2cd78e-c73a\" role=\"presentation\" class=\"ld_tab_section-69e4b616affe1 active\"><a href=\"#lqd-1629982215996-bd2cd78e-c73a\" data-bs-target=\"#lqd-1629982215996-bd2cd78e-c73a\" aria-expanded=\"false\" aria-controls=\"lqd-1629982215996-bd2cd78e-c73a\" role=\"tab\" data-toggle=\"tab\" data-bs-toggle=\"tab\"><span class=\"lqd-tabs-nav-txt\">CASE STUDY<\/span><\/a><\/li><\/ul>\t\t \n\t<\/nav>\n\n\t<div class=\"lqd-tabs-content\"><div id=\"lqd-1629982215996-bd2cd78e-c73a\" role=\"tabpanel\" class=\"lqd-tabs-pane fade active in\">[vc_row_inner content_placement=&#8221;top&#8221; gap=&#8221;20&#8243;][vc_column_inner enable_content_animation=&#8221;yes&#8221; ca_init_scale_x=&#8221;1&#8243; ca_init_scale_y=&#8221;1&#8243; ca_init_opacity=&#8221;0&#8243; ca_an_scale_x=&#8221;1&#8243; ca_an_scale_y=&#8221;1&#8243; ca_an_opacity=&#8221;1&#8243; ca_init_scale_z=&#8221;1&#8243; ca_an_scale_z=&#8221;1&#8243; offset=&#8221;vc_col-lg-offset-0 vc_col-lg-6 vc_col-md-offset-1 vc_col-md-5&#8243; ca_duration=&#8221;1800&#8243; ca_delay=&#8221;180&#8243; ca_init_translate_y=&#8221;30&#8243; css=&#8221;.vc_custom_1631623809005{margin-bottom: 20px !important;}&#8221;]<style>.ld_icon_box_69e4b616b0157 .iconbox-icon-container{color:#ff3517;font-size:17px;border-radius:px;}.ld_icon_box_69e4b616b0157 .lqd-iconbox-title{color:rgb(51, 51, 51);margin-bottom:1px;font-size:17px;}<\/style>\n<div class=\"iconbox iconbox-inline text-left ld_icon_box_69e4b616b0157\" id=\"ld_icon_box_69e4b616b0157\"  data-animate-icon=\"true\" data-plugin-options='{\"color\":\"#ff3517\"}'  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><i class=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span><\/div>\t\n\t<h3 class=\"lqd-iconbox-title font-weight-bold\">CATEGORY:<\/h3>\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<p><span style=\"font-size: 17px;color: #333;margin-left: 24px\">Prediction of oil condition in industrial samples using machine learning methods and development of an AI model decision explainability system.<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n<style>.ld_spacer_69e4b616b02fb{height:20px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4b616b02fb\"><\/div><style>.ld_icon_box_69e4b616b046a .iconbox-icon-container{color:#ff3517;font-size:17px;border-radius:px;}.ld_icon_box_69e4b616b046a .lqd-iconbox-title{color:rgb(51, 51, 51);margin-bottom:1px;font-size:17px;}<\/style>\n<div class=\"iconbox iconbox-inline text-left ld_icon_box_69e4b616b046a\" id=\"ld_icon_box_69e4b616b046a\"  data-animate-icon=\"true\" data-plugin-options='{\"color\":\"#ff3517\"}'  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><i class=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span><\/div>\t\n\t<h3 class=\"lqd-iconbox-title font-weight-bold\">INDUSTRY:<\/h3>\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<p><span style=\"margin-left: 24px;font-size: 17px;color: #333;margin-top: -15px !important\">Industry \/ Maintenance \/ Machine Diagnostics<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n<style>.ld_spacer_69e4b616b05ee{height:20px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4b616b05ee\"><\/div><style>.ld_icon_box_69e4b616b0758 .iconbox-icon-container{color:#ff3517;font-size:17px;border-radius:px;}.ld_icon_box_69e4b616b0758 .lqd-iconbox-title{color:rgb(51, 51, 51);margin-bottom:1px;font-size:17px;}<\/style>\n<div class=\"iconbox iconbox-inline text-left ld_icon_box_69e4b616b0758\" id=\"ld_icon_box_69e4b616b0758\"  data-animate-icon=\"true\" data-plugin-options='{\"color\":\"#ff3517\"}'  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><i class=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span><\/div>\t\n\t<h3 class=\"lqd-iconbox-title font-weight-bold\">PROBLEM:<\/h3>\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<p><span style=\"font-size: 17px;color: #333;margin-left: 24px\">Assessment of lubricating oil condition in engines is a complex and time-consuming process, requiring analysis of several dozen physicochemical parameters of the sample. The lack of a tool for automatic and consistent classification of laboratory test results leads to delays in operational decision-making and increased risk of machine failures. <\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n[\/vc_column_inner][vc_column_inner enable_content_animation=&#8221;yes&#8221; ca_init_scale_x=&#8221;1&#8243; ca_init_scale_y=&#8221;1&#8243; ca_init_opacity=&#8221;1&#8243; ca_an_scale_x=&#8221;1&#8243; ca_an_scale_y=&#8221;1&#8243; ca_an_opacity=&#8221;1&#8243; ca_init_scale_z=&#8221;1&#8243; ca_an_scale_z=&#8221;1&#8243; offset=&#8221;vc_col-md-6&#8243;]<style>.ld_icon_box_69e4b616b098e .iconbox-icon-container{color:#ff3517;font-size:17px;border-radius:px;}.ld_icon_box_69e4b616b098e .lqd-iconbox-title{color:rgb(51, 51, 51);margin-bottom:1px;font-size:17px;}<\/style>\n<div class=\"iconbox iconbox-inline text-left ld_icon_box_69e4b616b098e\" id=\"ld_icon_box_69e4b616b098e\"  data-animate-icon=\"true\" data-plugin-options='{\"color\":\"#ff3517\"}'  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><i class=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span><\/div>\t\n\t<h3 class=\"lqd-iconbox-title font-weight-bold\">SOLUTION:<\/h3>\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<p><span style=\"font-size: 17px;color: #333;margin-left: 24px\">Development of an API microservice based on ML models that classifies oil condition into one of three classes: NORMAL, INDICATION, ATTENTION. The system processes data from laboratory samples, determines the trend of parameter changes over time, and generates SHAP visualizations explaining which factors determined the prediction result.<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n<style>.ld_spacer_69e4b616b0b3e{height:20px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4b616b0b3e\"><\/div><style>.ld_icon_box_69e4b616b0c68 .iconbox-icon-container{color:#ff3517;font-size:17px;border-radius:px;}.ld_icon_box_69e4b616b0c68 .lqd-iconbox-title{color:rgb(51, 51, 51);margin-bottom:1px;font-size:17px;}<\/style>\n<div class=\"iconbox iconbox-inline text-left ld_icon_box_69e4b616b0c68\" id=\"ld_icon_box_69e4b616b0c68\"  data-animate-icon=\"true\" data-plugin-options='{\"color\":\"#ff3517\"}'  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><i class=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span><\/div>\t\n\t<h3 class=\"lqd-iconbox-title font-weight-bold\">G\u0141\u00d3WNE EFEKTY PROJEKTU:<\/h3>\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<ol style=\"color: #333 !important;font-size: 17px !important\">\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"450\" data-aria-posinset=\"1\" data-aria-level=\"1\">Automation and standardization of oil laboratory test result assessment for multiple clients and equipment types.<\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"450\" data-aria-posinset=\"1\" data-aria-level=\"1\">Reduction of diagnostic time through asynchronous API ready for integration with external systems.<\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"450\" data-aria-posinset=\"1\" data-aria-level=\"1\">Increased transparency of model decisions\u2014employees without AI expertise can interpret results through graphical SHAP explanations.<\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"450\" data-aria-posinset=\"1\" data-aria-level=\"1\">Support for predictive maintenance and reduction of unplanned machine downtime.<\/li>\n<\/ol>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n[\/vc_column_inner][\/vc_row_inner]<\/div><\/div>\n<\/div>\n[\/vc_column][\/vc_row][vc_row row_scale_bg_onhover=&#8221;yes&#8221; 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}  } .ld_fancy_heading_69e4b616b0fd3 h2 {line-height:1.161em; } .ld_fancy_heading_69e4b616b0fd3 h2 {--element-line-height:1.161em; } .ld_fancy_heading_69e4b616b0fd3 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b616b0fd3 h2 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b616b0fd3 h2 {font-size:46px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b616b0fd3 h2 {font-size:60px; }  } .ld_fancy_heading_69e4b616b0fd3 h2 {line-height:1.161em; } .ld_fancy_heading_69e4b616b0fd3 h2 {--element-line-height:1.161em; } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69e4b616b0fd3\">\n\t<h2 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default lqd-split-lines\"   data-split-text=\"true\" data-split-options='{\"type\":\"lines\"}'>  Contact<\/h2><\/div><style>.ld_fancy_heading_69e4b616b15ae p{color:rgb(255, 255, 255);}.ld_fancy_heading_69e4b616b15ae p {font-size:18px; } @media (min-width: 992px) { .ld_fancy_heading_69e4b616b15ae p {font-size:24px; }  } .ld_fancy_heading_69e4b616b15ae p {line-height:1.25em; } .ld_fancy_heading_69e4b616b15ae p {--element-line-height:1.25em; } .ld_fancy_heading_69e4b616b15ae p {margin-bottom:1.75em !important;  } .ld_fancy_heading_69e4b616b15ae .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b616b15ae p {font-size:18px; } @media (min-width: 992px) { .ld_fancy_heading_69e4b616b15ae p {font-size:24px; }  } .ld_fancy_heading_69e4b616b15ae p {line-height:1.25em; } .ld_fancy_heading_69e4b616b15ae p {--element-line-height:1.25em; } .ld_fancy_heading_69e4b616b15ae p {margin-bottom:1.75em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69e4b616b15ae\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default lqd-split-lines\"   data-split-text=\"true\" data-split-options='{\"type\":\"lines\"}'>  A conversation is the first step in identifying organizational needs and assessing project feasibility<\/p><\/div><style>.ld_button_69e4b616b1ccb {font-size:14px; } .ld_button_69e4b616b1ccb {font-size:14px; } .ld_button_69e4b616b1ccb {font-size:14px; } .ld_button_69e4b616b1ccb {font-size:14px; } .ld_button_69e4b616b1ccb {font-size:14px; } <\/style><a href=\"https:\/\/www.aigorithmics.com\/aigo-staging\/?page_id=4989\" title=\"Kontakt\" class=\"btn btn-solid text-uppercase btn-hover-txt-liquid-y round border-none btn-has-label ld_button_69e4b616b1ccb\" >\n\t<span>\n\t\t\n\t\t\t\t\t<span class=\"btn-txt\" data-text=\"Schedule a consultation\" data-split-text=\"true\"\n\t\t\t\t\t    data-split-options='{\"type\": \"chars, words\"}'>Schedule a consultation<\/span>\n\t\t\t\n\t\t\t\t\t<\/span>\n<\/a>\n[\/vc_column][\/vc_row]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[vc_row full_width=&#8221;stretch_row&#8221; stack_columns_placement=&#8221;middle&#8221; content_placement=&#8221;bottom&#8221; luminosity=&#8221;light&#8221; trp_param_exclude_languages=&#8221;en_GB&#8221; trp_param_exclude=&#8221;true&#8221; css=&#8221;.vc_custom_1774009976063{margin-top: 150px !important;margin-bottom: 150px !important;padding-top: 200px !important;padding-bottom: 100px !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221; responsive_css=&#8221;border_bottom_medium:1px|padding_top_medium:75px|padding_bottom_medium:45px|padding_top_small:70px|padding_bottom_small:45px&#8221; el_id=&#8221;wiecejzdanych&#8221; data_tooltip=&#8221;Wi\u0119cej z danych&#8221;][vc_column column_content_align=&#8221;justify-content-center&#8221; responsive_align=&#8221;text-lg-center&#8221; offset=&#8221;vc_col-sm-offset-0&#8243; responsive_css=&#8221;padding_right_large:100px|padding_left_large:100px&#8221;][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; gap=&#8221;35&#8243; css=&#8221;.vc_custom_1774011363617{padding-top: 100px !important;padding-right: 30px !important;padding-bottom: 80px !important;padding-left: 20px !important;background-image: url(https:\/\/www.aigorithmics.com\/wp-content\/uploads\/2021\/09\/dlaczego-1.jpg?id=6688) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221; responsive_css=&#8221;padding_top_medium:120px|padding_bottom_medium:60px&#8221; el_id=&#8221;what-we-do&#8221;][vc_column offset=&#8221;vc_col-lg-6 vc_col-md-12&#8243;][vc_column_text] This [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-9187","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.aigorithmics.com\/en\/wp-json\/wp\/v2\/pages\/9187","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.aigorithmics.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.aigorithmics.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.aigorithmics.com\/en\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aigorithmics.com\/en\/wp-json\/wp\/v2\/comments?post=9187"}],"version-history":[{"count":0,"href":"https:\/\/www.aigorithmics.com\/en\/wp-json\/wp\/v2\/pages\/9187\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.aigorithmics.com\/en\/wp-json\/wp\/v2\/media?parent=9187"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}