{"id":9214,"date":"2026-03-10T13:19:28","date_gmt":"2026-03-10T12:19:28","guid":{"rendered":"https:\/\/www.aigorithmics.com\/suboptimal-supply-chain-and-processes\/"},"modified":"2026-03-10T13:19:28","modified_gmt":"2026-03-10T12:19:28","slug":"suboptimal-supply-chain-and-processes","status":"publish","type":"page","link":"https:\/\/www.aigorithmics.com\/en\/suboptimal-supply-chain-and-processes\/","title":{"rendered":"Suboptimal Supply Chain and Processes"},"content":{"rendered":"<p>[vc_row full_width=&#8221;stretch_row&#8221; gap=&#8221;30&#8243; full_height=&#8221;yes&#8221; content_placement=&#8221;middle&#8221; css=&#8221;.vc_custom_1773223831486{padding-top: 100px !important;background-position: 0 0 !important;background-repeat: repeat !important;}&#8221; data_tooltip=&#8221;Better Sound&#8221; responsive_css=&#8221;padding_bottom_medium:60px|padding_top_small:150px&#8221; el_id=&#8221;features&#8221;][vc_column responsive_css=&#8221;padding_top_medium:35px&#8221;]<style>.ld_spacer_69e4a8568af62{height:32px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4a8568af62\"><\/div>[vc_row_inner equal_height=&#8221;yes&#8221; gap=&#8221;35&#8243; css=&#8221;.vc_custom_1773224123399{background-position: center !important;background-repeat: no-repeat !important;background-size: contain !important;}&#8221;][vc_column_inner offset=&#8221;vc_col-lg-6 vc_col-md-12&#8243;]<style>.ld_fancy_heading_69e4a8568b0f8 h6 {font-size:14px; } .ld_fancy_heading_69e4a8568b0f8 h6 {font-weight:700; } .ld_fancy_heading_69e4a8568b0f8 h6 {letter-spacing:0.05em; } .ld_fancy_heading_69e4a8568b0f8 h6 {margin-bottom:1em !important;  } .ld_fancy_heading_69e4a8568b0f8 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4a8568b0f8 h6 {font-size:14px; } .ld_fancy_heading_69e4a8568b0f8 h6 {font-weight:700; } .ld_fancy_heading_69e4a8568b0f8 h6 {letter-spacing:0.05em; } .ld_fancy_heading_69e4a8568b0f8 h6 {margin-bottom:1em !important;  } <\/style><div class=\"ld-fancy-heading text-uppercase ld_fancy_heading_69e4a8568b0f8\">\n\t<h6 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  Business Situation<\/h6><\/div><style>.ld_fancy_heading_69e4a8568b4d6 h2 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4a8568b4d6 h2 {font-size:46px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4a8568b4d6 h2 {font-size:52px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4a8568b4d6 h2 {line-height:1.1em; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4a8568b4d6 h2 {--element-line-height:1.1em; }  } .ld_fancy_heading_69e4a8568b4d6 h2 {margin-bottom:40px !important;  } .ld_fancy_heading_69e4a8568b4d6 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4a8568b4d6 h2 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4a8568b4d6 h2 {font-size:46px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4a8568b4d6 h2 {font-size:52px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4a8568b4d6 h2 {line-height:1.1em; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4a8568b4d6 h2 {--element-line-height:1.1em; }  } .ld_fancy_heading_69e4a8568b4d6 h2 {margin-bottom:40px !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69e4a8568b4d6\">\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\"}'>  Suboptimal Supply Chain and Processes<\/h2><\/div><style>.ld_fancy_heading_69e4a8568b6c3 p {font-size:18px; } @media (min-width: 768px) { .ld_fancy_heading_69e4a8568b6c3 p {font-size:20px; }  } .ld_fancy_heading_69e4a8568b6c3 p {line-height:-; } .ld_fancy_heading_69e4a8568b6c3 p {--element-line-height:-; } .ld_fancy_heading_69e4a8568b6c3 p {margin-bottom:1.67em !important;  } .ld_fancy_heading_69e4a8568b6c3 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4a8568b6c3 p {font-size:18px; } @media (min-width: 768px) { .ld_fancy_heading_69e4a8568b6c3 p {font-size:20px; }  } .ld_fancy_heading_69e4a8568b6c3 p {line-height:-; } .ld_fancy_heading_69e4a8568b6c3 p {--element-line-height:-; } .ld_fancy_heading_69e4a8568b6c3 p {margin-bottom:1.67em !important;  } <\/style><div class=\"ld-fancy-heading mask-text ld_fancy_heading_69e4a8568b6c3\">\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\"}'>  Production, warehousing, logistics, and sales achieve their operational goals, but decisions made in individual areas are not always coordinated across the entire system.<\/p><\/div><style>.ld_fancy_heading_69e4a8568b88b p {font-size:16px; } @media (min-width: 768px) { .ld_fancy_heading_69e4a8568b88b p {font-size:20px; }  } .ld_fancy_heading_69e4a8568b88b p {line-height:-; } .ld_fancy_heading_69e4a8568b88b p {--element-line-height:-; } .ld_fancy_heading_69e4a8568b88b p {margin-bottom:1.67em !important;  } .ld_fancy_heading_69e4a8568b88b .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4a8568b88b p {font-size:16px; } @media (min-width: 768px) { .ld_fancy_heading_69e4a8568b88b p {font-size:20px; }  } .ld_fancy_heading_69e4a8568b88b p {line-height:-; } .ld_fancy_heading_69e4a8568b88b p {--element-line-height:-; } .ld_fancy_heading_69e4a8568b88b p {margin-bottom:1.67em !important;  } <\/style><div class=\"ld-fancy-heading mask-text ld_fancy_heading_69e4a8568b88b\">\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\"}'>  Local optimizations can lead to:<\/p><\/div><style>.ld_icon_box_69e4a8568baf8 .iconbox-icon-container{font-size:21px;border-radius:px;}.ld_icon_box_69e4a8568baf8 .iconbox-icon-wrap{margin-inline-end:16px !important;}.ld_icon_box_69e4a8568baf8 .lqd-iconbox-title{margin-bottom:1px;font-size:18px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default ld_icon_box_69e4a8568baf8 vc_custom_1773040503644\" id=\"ld_icon_box_69e4a8568baf8\"  data-animate-icon=\"true\"  >\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-ion-ios-checkmark\"><\/i><\/span><\/div>\t\n\t\t\n\t\t\n\t\t\n\t<h3 class=\"lqd-iconbox-title font-weight-normal\">excessive inventory<\/h3>\t\t\t\n\t\t\n\t\n<\/div>\n<style>.ld_icon_box_69e4a8568c5ec .iconbox-icon-container{font-size:21px;border-radius:px;}.ld_icon_box_69e4a8568c5ec .iconbox-icon-wrap{margin-inline-end:16px !important;}.ld_icon_box_69e4a8568c5ec .lqd-iconbox-title{margin-bottom:1px;font-size:18px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default ld_icon_box_69e4a8568c5ec vc_custom_1773040519311\" id=\"ld_icon_box_69e4a8568c5ec\"  data-animate-icon=\"true\"  >\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-ion-ios-checkmark\"><\/i><\/span><\/div>\t\n\t\t\n\t\t\n\t\t\n\t<h3 class=\"lqd-iconbox-title font-weight-normal\">underutilized production capacity<\/h3>\t\t\t\n\t\t\n\t\n<\/div>\n<style>.ld_icon_box_69e4a8568ce33 .iconbox-icon-container{font-size:21px;border-radius:px;}.ld_icon_box_69e4a8568ce33 .iconbox-icon-wrap{margin-inline-end:16px !important;}.ld_icon_box_69e4a8568ce33 .lqd-iconbox-title{margin-bottom:1px;font-size:18px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default ld_icon_box_69e4a8568ce33 vc_custom_1773040534372\" id=\"ld_icon_box_69e4a8568ce33\"  data-animate-icon=\"true\"  >\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-ion-ios-checkmark\"><\/i><\/span><\/div>\t\n\t\t\n\t\t\n\t\t\n\t<h3 class=\"lqd-iconbox-title font-weight-normal\">costly schedule adjustments<\/h3>\t\t\t\n\t\t\n\t\n<\/div>\n[\/vc_column_inner][vc_column_inner column_top_ontablet=&#8221;yes&#8221; column_top_onmobile=&#8221;yes&#8221; bg_position=&#8221;right top&#8221; css=&#8221;.vc_custom_1773224429730{background-image: url(https:\/\/www.aigorithmics.com\/wp-content\/uploads\/2026\/03\/getty-images-ugjebVzJ2oA-unsplash.jpg?id=8880) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221; offset=&#8221;vc_col-lg-6 vc_col-md-12&#8243;][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; gap=&#8221;35&#8243; css=&#8221;.vc_custom_1773223997548{padding-top: 80px !important;padding-bottom: 60px !important;background-image: url(https:\/\/www.aigorithmics.com\/wp-content\/uploads\/2021\/09\/cloud-4.jpg?id=5933) !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-md-6 vc_col-xs-12&#8243;]<style>.ld_fancy_heading_69e4a8568d1b8 h2{color:#f8f9fb;}.ld_fancy_heading_69e4a8568d1b8 h2 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4a8568d1b8 h2 {font-size:40px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4a8568d1b8 h2 {font-size:48px; }  } .ld_fancy_heading_69e4a8568d1b8 h2 {margin-bottom:60px !important;  } .ld_fancy_heading_69e4a8568d1b8 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4a8568d1b8 h2 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4a8568d1b8 h2 {font-size:40px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4a8568d1b8 h2 {font-size:48px; }  } .ld_fancy_heading_69e4a8568d1b8 h2 {margin-bottom:60px !important;  } <\/style><div class=\"ld-fancy-heading text-left ld_fancy_heading_69e4a8568d1b8\">\n\t<h2 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  How This Situation Manifests in Practice<\/h2><\/div>[vc_column_text]<\/p>\n<p style=\"color: #f8f9fb; margin: 0 0 16px 0; font-size: 18px;\">Each stage of the supply chain has its own performance indicators and reporting mechanisms. However, there is a lack of a cohesive analytical model that: <\/p>\n<ul style=\"color: #f8f9fb; margin: 0; padding-left: 24px; list-style-position: outside; font-size: 18px;\">\n<li style=\"margin: 0 0 10px 0; padding-left: 6px;\">considers the dependencies between demand, production, and inventory,<\/li>\n<li style=\"margin: 0 0 10px 0; padding-left: 6px;\">analyzes the impact of decisions in one area on other system components,<\/li>\n<li style=\"margin: 0 0 10px 0; padding-left: 6px;\">allows for the simulation of change scenarios over time,<\/li>\n<li style=\"margin: 0; padding-left: 6px;\">supports allocation decisions under conditions of limited resources.<\/li>\n<\/ul>\n<p style=\"color: #f8f9fb; margin: 16px 0 0 0; font-size: 18px;\">As a result, decisions are correct within individual departments, but their combined effect is not always optimal from the perspective of the entire organization.<\/p>\n<p>[\/vc_column_text][\/vc_column][vc_column css=&#8221;.vc_custom_1773144985192{padding-top: 40px !important;padding-right: 40px !important;padding-bottom: 40px !important;padding-left: 40px !important;background-color: rgba(0,0,0,0.12) !important;*background-color: rgb(0,0,0) !important;}&#8221; offset=&#8221;vc_col-md-6&#8243;][vc_column_text]<span style=\"color: #f8f9fa; font-size: 18px\">Business Consequences<\/span>[\/vc_column_text]<style>.ld_spacer_69e4a8568d660{height:32px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4a8568d660\"><\/div><style>.ld_icon_box_69e4a8568d7aa:hover .iconbox-icon-container{color:rgb(255, 255, 255);}.ld_icon_box_69e4a8568d7aa .iconbox-icon-container{font-size:16px;width:35px !important;height:35px !important;background:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4a8568d7aa .iconbox-icon-wrap{margin-inline-end:25px !important;}.ld_icon_box_69e4a8568d7aa .iconbox-icon-container:before{border-color:rgb(255, 53, 23);}.ld_icon_box_69e4a8568d7aa .iconbox-icon-container .iconbox-icon-hover-bg{background:rgba(59, 59, 59, 0);}.ld_icon_box_69e4a8568d7aa:hover .iconbox-icon-container:before{border-color:rgba(59, 59, 59, 0);}.ld_icon_box_69e4a8568d7aa .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_69e4a8568d7aa\" id=\"ld_icon_box_69e4a8568d7aa\"  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-exclamation\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<p><span style=\"font-size: 18px\">excessive inventory or insufficient product availability<br \/><\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n<style>.ld_icon_box_69e4a8568df8b:hover .iconbox-icon-container{color:rgb(255, 255, 255);}.ld_icon_box_69e4a8568df8b .iconbox-icon-container{font-size:16px;width:35px !important;height:35px !important;background:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4a8568df8b .iconbox-icon-wrap{margin-inline-end:25px !important;}.ld_icon_box_69e4a8568df8b .iconbox-icon-container:before{border-color:rgb(255, 53, 23);}.ld_icon_box_69e4a8568df8b .iconbox-icon-container .iconbox-icon-hover-bg{background:rgba(59, 59, 59, 0);}.ld_icon_box_69e4a8568df8b:hover .iconbox-icon-container:before{border-color:rgba(59, 59, 59, 0);}.ld_icon_box_69e4a8568df8b .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_69e4a8568df8b\" id=\"ld_icon_box_69e4a8568df8b\"  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-exclamation\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<p><span style=\"font-size: 18px\">underutilized production capacity <\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n<style>.ld_icon_box_69e4a8568e6e8:hover .iconbox-icon-container{color:rgb(255, 255, 255);}.ld_icon_box_69e4a8568e6e8 .iconbox-icon-container{font-size:16px;width:35px !important;height:35px !important;background:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4a8568e6e8 .iconbox-icon-wrap{margin-inline-end:25px !important;}.ld_icon_box_69e4a8568e6e8 .iconbox-icon-container:before{border-color:rgb(255, 53, 23);}.ld_icon_box_69e4a8568e6e8 .iconbox-icon-container .iconbox-icon-hover-bg{background:rgba(59, 59, 59, 0);}.ld_icon_box_69e4a8568e6e8:hover .iconbox-icon-container:before{border-color:rgba(59, 59, 59, 0);}.ld_icon_box_69e4a8568e6e8 .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_69e4a8568e6e8\" id=\"ld_icon_box_69e4a8568e6e8\"  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-exclamation\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<p><span style=\"font-size: 18px\">increased warehousing and transportation costs <\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n<style>.ld_icon_box_69e4a8568eb06:hover .iconbox-icon-container{color:rgb(255, 255, 255);}.ld_icon_box_69e4a8568eb06 .iconbox-icon-container{font-size:16px;width:35px !important;height:35px !important;background:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4a8568eb06 .iconbox-icon-wrap{margin-inline-end:25px !important;}.ld_icon_box_69e4a8568eb06 .iconbox-icon-container:before{border-color:rgb(255, 53, 23);}.ld_icon_box_69e4a8568eb06 .iconbox-icon-container .iconbox-icon-hover-bg{background:rgba(59, 59, 59, 0);}.ld_icon_box_69e4a8568eb06:hover .iconbox-icon-container:before{border-color:rgba(59, 59, 59, 0);}.ld_icon_box_69e4a8568eb06 .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_69e4a8568eb06\" id=\"ld_icon_box_69e4a8568eb06\"  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-exclamation\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<p><span style=\"font-size: 18px\">frequent schedule adjustments<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n<style>.ld_icon_box_69e4a8568ed3d:hover .iconbox-icon-container{color:rgb(255, 255, 255);}.ld_icon_box_69e4a8568ed3d .iconbox-icon-container{font-size:16px;width:35px !important;height:35px !important;background:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4a8568ed3d .iconbox-icon-wrap{margin-inline-end:25px !important;}.ld_icon_box_69e4a8568ed3d .iconbox-icon-container:before{border-color:rgb(255, 53, 23);}.ld_icon_box_69e4a8568ed3d .iconbox-icon-container .iconbox-icon-hover-bg{background:rgba(59, 59, 59, 0);}.ld_icon_box_69e4a8568ed3d:hover .iconbox-icon-container:before{border-color:rgba(59, 59, 59, 0);}.ld_icon_box_69e4a8568ed3d .lqd-iconbox-title{color:rgb(255, 255, 255);margin-bottom:13px;font-size:14px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default iconbox-circle iconbox-xs ld_icon_box_69e4a8568ed3d\" id=\"ld_icon_box_69e4a8568ed3d\"  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-exclamation\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<p><span style=\"font-size: 18px\">limited cost transparency across the board<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n[vc_column_text]<span style=\"color: #f8f9fa; font-size: 18px;\">Lack of systemic optimization reduces operational efficiency and hinders long-term planning.<\/span>[\/vc_column_text][\/vc_column][\/vc_row][vc_row gap=&#8221;35&#8243; css=&#8221;.vc_custom_1773311909021{padding-top: 50px !important;padding-bottom: 50px !important;}&#8221; responsive_css=&#8221;margin_bottom_medium:35px&#8221;][vc_column column_content_align=&#8221;justify-content-center&#8221; offset=&#8221;vc_col-lg-offset-1 vc_col-lg-10 vc_col-md-offset-1 vc_col-md-10 vc_col-xs-12&#8243;]<style>.ld_simple_heading_69e4a8568eece h3{color:#2b2f3a;}.ld_simple_heading_69e4a8568eece h3 {font-size:35px; } @media (min-width: 768px) { .ld_simple_heading_69e4a8568eece h3 {font-size:40px; }  } @media (min-width: 992px) { .ld_simple_heading_69e4a8568eece h3 {font-size:46px; }  } .ld_simple_heading_69e4a8568eece h3 {margin-top:50px !important;  } <\/style><div  class=\"lqd-simple-heading-wrap ld_simple_heading_69e4a8568eece\">\n<h3 class=\"lqd-simple-heading\">\n\tOur Approach to Diagnosis<\/h3>\n<\/div>[vc_column_text]<\/p>\n<p style=\"font-size: 18px; text-align: center;\">We begin the diagnosis by tracing the flow of goods and data throughout the entire supply chain.<\/p>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; gap=&#8221;35&#8243;][vc_column width=&#8221;1\/2&#8243;][vc_row_inner][vc_column_inner][vc_column_text]<span style=\"font-size: 18px;\">We examine:<\/span>[\/vc_column_text]<style>.ld_spacer_69e4a8568efb6{height:32px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4a8568efb6\"><\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner width=&#8221;1\/2&#8243;]<style>.ld_icon_box_69e4a8568f0d2 .iconbox-icon-container{font-size:30px;border-radius:px;}.ld_icon_box_69e4a8568f0d2 .lqd-iconbox-title{margin-bottom:px;font-size:21px;}<\/style>\n<div class=\"iconbox iconbox-inline text-align-default iconbox-xs ld_icon_box_69e4a8568f0d2\" id=\"ld_icon_box_69e4a8568f0d2\"  data-animate-icon=\"true\"  >\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-ion-ios-checkmark\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<p><span style=\"color: #6b7280;font-size: 18px\">demand structure and its variability<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n<style>.ld_icon_box_69e4a8568f2dd .iconbox-icon-container{font-size:30px;border-radius:px;}.ld_icon_box_69e4a8568f2dd .lqd-iconbox-title{margin-bottom:px;font-size:21px;}<\/style>\n<div class=\"iconbox iconbox-inline text-align-default iconbox-xs ld_icon_box_69e4a8568f2dd\" id=\"ld_icon_box_69e4a8568f2dd\"  data-animate-icon=\"true\"  >\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-ion-ios-checkmark\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<p><span style=\"color: #6b7280;font-size: 18px\">lead times and production constraints<\/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;]<style>.ld_icon_box_69e4a8568f4f4 .iconbox-icon-container{font-size:30px;border-radius:px;}.ld_icon_box_69e4a8568f4f4 .lqd-iconbox-title{margin-bottom:px;font-size:21px;}<\/style>\n<div class=\"iconbox iconbox-inline text-align-default iconbox-xs ld_icon_box_69e4a8568f4f4\" id=\"ld_icon_box_69e4a8568f4f4\"  data-animate-icon=\"true\"  >\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-ion-ios-checkmark\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<p><span style=\"color: #6b7280;font-size: 18px\">inventory levels and their turnover<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n<style>.ld_icon_box_69e4a8568f704 .iconbox-icon-container{font-size:30px;border-radius:px;}.ld_icon_box_69e4a8568f704 .lqd-iconbox-title{margin-bottom:px;font-size:21px;}<\/style>\n<div class=\"iconbox iconbox-inline text-align-default iconbox-xs ld_icon_box_69e4a8568f704\" id=\"ld_icon_box_69e4a8568f704\"  data-animate-icon=\"true\"  >\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-ion-ios-checkmark\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t\t<p><span style=\"color: #6b7280;font-size: 18px\">interdependencies between the performance indicators of individual departments<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n [\/vc_column_inner][\/vc_row_inner]<style>.ld_spacer_69e4a8568f876{height:60px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4a8568f876\"><\/div>[\/vc_column][vc_column width=&#8221;1\/2&#8243; css=&#8221;.vc_custom_1772620725815{padding: 40px !important;background-color: #f8f9fb !important;}&#8221;][vc_row_inner][vc_column_inner]<style>.ld_icon_box_69e4a8568fa01 .lqd-iconbox-title{margin-bottom:px;}.ld_icon_box_69e4a8568fa01 .iconbox-icon-container{border-radius:px;}.ld_icon_box_69e4a8568fa01 .iconbox-icon-container img,.ld_icon_box_69e4a8568fa01 .iconbox-icon-container > svg{width:60px !important;}<\/style>\n<div class=\"iconbox text-left ld_icon_box_69e4a8568fa01\" id=\"ld_icon_box_69e4a8568fa01\"  data-animated-svg=\"true\" data-animate-icon=\"true\" data-plugin-options='{\"file\":\"https:\\\/\\\/www.aigorithmics.com\\\/wp-content\\\/plugins\\\/hub-core\\\/assets\\\/vendors\\\/animated-icons\\\/svg\\\/ecommerce_graph2.svg\"}'  >\n\t\n\t\t\t\t\t\n\t\n\t<div class=\"iconbox-icon-wrap\"><span class=\"iconbox-icon-container\"><\/span><\/div>\t\n\t\t\n\t\t\n\t\t\n\t\t\t\t\n\t\t\n\t\n<\/div>\n[vc_column_text]<span style=\"font-size:18px;\">The goal is to identify areas where improved forecasting, planning, or resource allocation can yield measurable results across the entire system. <\/span>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; gap=&#8221;30&#8243; content_placement=&#8221;middle&#8221; css=&#8221;.vc_custom_1773310797720{background-image: url(http:\/\/serwer1945616.home.pl\/ai2021\/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; row_hide=&#8221;hidden-xs hidden-sm&#8221;][vc_column responsive_align=&#8221;text-left text-sm-left text-md-left text-lg-left&#8221;]<style>.ld_spacer_69e4a856943d8{height:32px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4a856943d8\"><\/div><style>.ld_simple_heading_69e4a856944a4 h4{color:#f8f9fb;}.ld_simple_heading_69e4a856944a4 h4 {font-size:26px; } @media (min-width: 768px) { .ld_simple_heading_69e4a856944a4 h4 {font-size:40px; }  } @media (min-width: 992px) { .ld_simple_heading_69e4a856944a4 h4 {font-size:46px; }  } <\/style><div  class=\"lqd-simple-heading-wrap ld_simple_heading_69e4a856944a4\">\n<h4 class=\"lqd-simple-heading\">\n\tTechnology and Solution Architecture<\/h4>\n<\/div>[vc_column_text]<\/p>\n<p style=\"text-align: center;\"><span style=\"color: #f9f8fa; font-size: 18px;\">In supply chain optimization projects, we utilize predictive and optimization models that integrate data from multiple operational areas.<br \/><\/span>[\/vc_column_text]<style>.ld_spacer_69e4a85694574{height:60px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4a85694574\"><\/div>[vc_row_inner][vc_column_inner offset=&#8221;vc_col-md-offset-0 vc_col-md-10 vc_col-xs-12&#8243;][vc_column_text]<span style=\"color: #f9f8fa; font-size: 18px;\">A typical architecture includes:<\/span>[\/vc_column_text]<style>.ld_spacer_69e4a856945de{height:32px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4a856945de\"><\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner ca_init_scale_z=&#8221;1&#8243; ca_an_scale_z=&#8221;1&#8243; responsive_css=&#8221;padding_left_small:0px&#8221;][vc_column_inner width=&#8221;1\/2&#8243;]<style>.ld_icon_box_69e4a856946fb .iconbox-icon-container{color:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4a856946fb .lqd-iconbox-title{color:rgb(255, 255, 255);margin-bottom:5px;font-size:18px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default iconbox-lg ld_icon_box_69e4a856946fb\" id=\"ld_icon_box_69e4a856946fb\"  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=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t<h3 class=\"lqd-iconbox-title \">Input Data<\/h3>\t<p><span style=\"font-size: 16px\">sales, production, and logistics data<br \/><\/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; responsive_align=&#8221;text-md-left text-lg-left&#8221;]<style>.ld_icon_box_69e4a856949a9 .iconbox-icon-container{color:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4a856949a9 .lqd-iconbox-title{color:rgb(255, 255, 255);margin-bottom:5px;font-size:18px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default iconbox-lg ld_icon_box_69e4a856949a9\" id=\"ld_icon_box_69e4a856949a9\"  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=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t<h3 class=\"lqd-iconbox-title \">Layers<\/h3>\t<p>data integration and standardization layer<\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n[\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243; responsive_align=&#8221;text-md-left text-lg-left&#8221;]<style>.ld_icon_box_69e4a85694bba .iconbox-icon-container{color:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4a85694bba .lqd-iconbox-title{color:rgb(255, 255, 255);margin-bottom:5px;font-size:18px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default iconbox-lg ld_icon_box_69e4a85694bba\" id=\"ld_icon_box_69e4a85694bba\"  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=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t<h3 class=\"lqd-iconbox-title \">Models<\/h3>\t<p>forecasting and optimization models<\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n[\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243; responsive_align=&#8221;text-md-left text-lg-left&#8221;]<style>.ld_icon_box_69e4a85694dbf .iconbox-icon-container{color:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4a85694dbf .lqd-iconbox-title{color:rgb(255, 255, 255);margin-bottom:5px;font-size:18px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default iconbox-lg ld_icon_box_69e4a85694dbf\" id=\"ld_icon_box_69e4a85694dbf\"  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=\"lqd-icn-ess icon-md-arrow-forward\"><\/i><\/span><\/div>\t\n\t\t\n\t<div class=\"contents\">\t\n\t\t\n\t<h3 class=\"lqd-iconbox-title \">Planning Scenarios and Recommendations<\/h3>\t<p>integration with ERP and planning systems.<\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n[\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner width=&#8221;5\/6&#8243; offset=&#8221;vc_col-md-10 vc_col-xs-12&#8243;][vc_column_text]<span style=\"color: #f8f9fa;\">The solution is designed to be scalable and adaptable to changing market conditions, as well as regular updates resulting from organizational strategic changes or market dynamics.<\/span>[\/vc_column_text]<style>.ld_spacer_69e4a85694f0e{height:70px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4a85694f0e\"><\/div>[\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; gap=&#8221;35&#8243; equal_height=&#8221;yes&#8221; content_placement=&#8221;middle&#8221; css=&#8221;.vc_custom_1773224034620{margin-top: 60px !important;margin-bottom: 60px !important;}&#8221;][vc_column responsive_css=&#8221;padding_top_medium:20px|padding_bottom_medium:40px&#8221; css=&#8221;.vc_custom_1773145162475{padding-right: 15px !important;padding-bottom: 60px !important;padding-left: 15px !important;}&#8221; offset=&#8221;vc_col-md-6&#8243;]<style>.ld_icon_box_69e4a85695034 .iconbox-icon-container{font-size:32px;border-radius:px;}.ld_icon_box_69e4a85695034 .lqd-iconbox-title{margin-bottom:px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default ld_icon_box_69e4a85695034 vc_custom_1578912069864\" id=\"ld_icon_box_69e4a85695034\"  data-animate-icon=\"true\"  >\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-ion-ios-airplane\"><\/i><\/span><\/div>\t\n\t\t\n\t\t\n\t\t\n\t\t\t\t\n\t\t\n\t\n<\/div>\n<style>.ld_fancy_heading_69e4a856951b7 p{color:#ff3517;}.ld_fancy_heading_69e4a856951b7 p {font-size:14px; } .ld_fancy_heading_69e4a856951b7 p {font-weight:700; } .ld_fancy_heading_69e4a856951b7 p {letter-spacing:0.2em; } .ld_fancy_heading_69e4a856951b7 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4a856951b7 p {font-size:14px; } .ld_fancy_heading_69e4a856951b7 p {font-weight:700; } .ld_fancy_heading_69e4a856951b7 p {letter-spacing:0.2em; } <\/style><div class=\"ld-fancy-heading text-uppercase ld_fancy_heading_69e4a856951b7\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  CASE Study<\/p><\/div><style>.ld_fancy_heading_69e4a85695868 h2 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4a85695868 h2 {font-size:40px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4a85695868 h2 {font-size:46px; }  } .ld_fancy_heading_69e4a85695868 h2 {line-height:1.11em; } .ld_fancy_heading_69e4a85695868 h2 {--element-line-height:1.11em; } .ld_fancy_heading_69e4a85695868 h2 {margin-bottom:40px !important;  } .ld_fancy_heading_69e4a85695868 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4a85695868 h2 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4a85695868 h2 {font-size:40px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4a85695868 h2 {font-size:46px; }  } .ld_fancy_heading_69e4a85695868 h2 {line-height:1.11em; } .ld_fancy_heading_69e4a85695868 h2 {--element-line-height:1.11em; } .ld_fancy_heading_69e4a85695868 h2 {margin-bottom:40px !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69e4a85695868\">\n\t<h2 class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default lqd-split-words\"   data-split-text=\"true\" data-split-options='{\"type\":\"words\"}'>  Sales Forecasting<\/h2><\/div><style>.ld_fancy_heading_69e4a85695fba p{color:#2b2f3a;}.ld_fancy_heading_69e4a85695fba p {font-size:16px; } .ld_fancy_heading_69e4a85695fba p {line-height:1.11em; } .ld_fancy_heading_69e4a85695fba p {--element-line-height:1.11em; } .ld_fancy_heading_69e4a85695fba .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4a85695fba p {font-size:16px; } .ld_fancy_heading_69e4a85695fba p {line-height:1.11em; } .ld_fancy_heading_69e4a85695fba p {--element-line-height:1.11em; } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69e4a85695fba\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default lqd-split-words\"   data-split-text=\"true\" data-split-options='{\"type\":\"words\"}'>  Pharmaceutical Supply Chain Model<\/p><\/div><style>.ld_spacer_69e4a85696262{height:30px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4a85696262\"><\/div><style>.ld_fancy_heading_69e4a8569636c p {font-size:16px; } @media (min-width: 992px) { .ld_fancy_heading_69e4a8569636c p {font-size:18px; }  } .ld_fancy_heading_69e4a8569636c .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4a8569636c p {font-size:16px; } @media (min-width: 992px) { .ld_fancy_heading_69e4a8569636c p {font-size:18px; }  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69e4a8569636c\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  Production and sales decisions were based on manual estimations, generating significant deviations from actual demand.<\/p><\/div><style>.ld_fancy_heading_69e4a856964d5 p{color:rgb(24, 27, 49);}.ld_fancy_heading_69e4a856964d5 p {font-size:12px; } .ld_fancy_heading_69e4a856964d5 p {font-weight:700; } .ld_fancy_heading_69e4a856964d5 p {letter-spacing:0.1em; } .ld_fancy_heading_69e4a856964d5 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4a856964d5 p {font-size:12px; } .ld_fancy_heading_69e4a856964d5 p {font-weight:700; } .ld_fancy_heading_69e4a856964d5 p {letter-spacing:0.1em; } <\/style><div class=\"ld-fancy-heading text-uppercase ld_fancy_heading_69e4a856964d5\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  Solution<\/p><\/div><style>.ld_fancy_heading_69e4a85696644 p {font-size:16px; } @media (min-width: 992px) { .ld_fancy_heading_69e4a85696644 p {font-size:18px; }  } .ld_fancy_heading_69e4a85696644 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4a85696644 p {font-size:16px; } @media (min-width: 992px) { .ld_fancy_heading_69e4a85696644 p {font-size:18px; }  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69e4a85696644\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  A forecasting model covering the entire value chain was designed, based on historical data and econometric and ML algorithms.<\/p><\/div><style>.ld_fancy_heading_69e4a856967a7 p{color:rgb(24, 27, 49);}.ld_fancy_heading_69e4a856967a7 p {font-size:12px; } .ld_fancy_heading_69e4a856967a7 p {font-weight:700; } .ld_fancy_heading_69e4a856967a7 p {letter-spacing:0.1em; } .ld_fancy_heading_69e4a856967a7 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4a856967a7 p {font-size:12px; } .ld_fancy_heading_69e4a856967a7 p {font-weight:700; } .ld_fancy_heading_69e4a856967a7 p {letter-spacing:0.1em; } <\/style><div class=\"ld-fancy-heading text-uppercase ld_fancy_heading_69e4a856967a7\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  Effect<\/p><\/div><style>.ld_fancy_heading_69e4a85696907 p {font-size:16px; } @media (min-width: 992px) { .ld_fancy_heading_69e4a85696907 p {font-size:18px; }  } .ld_fancy_heading_69e4a85696907 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4a85696907 p {font-size:16px; } @media (min-width: 992px) { .ld_fancy_heading_69e4a85696907 p {font-size:18px; }  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69e4a85696907\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  Reduction of the average forecast error by 25% compared to the client&#8217;s previous predictions, and minimization of losses by reducing out-of-stock items.<\/p><\/div><style>.ld_spacer_69e4a856969d5{height:32px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4a856969d5\"><\/div>[\/vc_column][vc_column row_scale_bg_onhover=&#8221;yes&#8221; column_top_ontablet=&#8221;yes&#8221; column_top_onmobile=&#8221;yes&#8221; bg_position=&#8221;center center&#8221; align=&#8221;text-center&#8221; offset=&#8221;vc_col-lg-offset-0 vc_col-lg-6 vc_col-md-6&#8243; css=&#8221;.vc_custom_1773145264501{padding-top: 40vw !important;padding-bottom: 40vw !important;background-image: url(https:\/\/www.aigorithmics.com\/wp-content\/uploads\/2026\/03\/machine-with-many-bottles-pills-it-1.jpg?id=8767) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221; responsive_css=&#8221;padding_top_medium:15vw|padding_bottom_medium:15vw|padding_top_small:30vw|padding_bottom_small:30vw&#8221; responsive_align=&#8221;text-center&#8221;][\/vc_column][\/vc_row][vc_row row_scale_bg_onhover=&#8221;yes&#8221; bg_position=&#8221;center top&#8221; enable_loading_bg=&#8221;yes&#8221; css=&#8221;.vc_custom_1772795158899{padding-top: 60px !important;padding-bottom: 70px !important;background-image: url(https:\/\/www.aigorithmics.com\/wp-content\/uploads\/2026\/03\/group-business-people-standing-front-laptop-table-darken.jpg?id=8763) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221; responsive_css=&#8221;padding_top_medium:110px|padding_bottom_medium:120px&#8221;][vc_column width=&#8221;2\/3&#8243; align=&#8221;text-center&#8221; offset=&#8221;vc_col-md-offset-2 vc_col-md-8 vc_col-sm-offset-2&#8243; responsive_align=&#8221;text-center&#8221;]<style>.ld_fancy_heading_69e4a85696acc h2{color:rgb(255, 255, 255);}.ld_fancy_heading_69e4a85696acc h2 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4a85696acc h2 {font-size:46px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4a85696acc h2 {font-size:60px; }  } .ld_fancy_heading_69e4a85696acc h2 {line-height:1.161em; } .ld_fancy_heading_69e4a85696acc h2 {--element-line-height:1.161em; } .ld_fancy_heading_69e4a85696acc .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4a85696acc h2 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4a85696acc h2 {font-size:46px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4a85696acc h2 {font-size:60px; }  } .ld_fancy_heading_69e4a85696acc h2 {line-height:1.161em; } .ld_fancy_heading_69e4a85696acc h2 {--element-line-height:1.161em; } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69e4a85696acc\">\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_69e4a85696c4b p{color:rgb(255, 255, 255);}.ld_fancy_heading_69e4a85696c4b p {font-size:18px; } @media (min-width: 992px) { .ld_fancy_heading_69e4a85696c4b p {font-size:24px; }  } .ld_fancy_heading_69e4a85696c4b p {line-height:1.25em; } .ld_fancy_heading_69e4a85696c4b p {--element-line-height:1.25em; } .ld_fancy_heading_69e4a85696c4b p {margin-bottom:1.75em !important;  } .ld_fancy_heading_69e4a85696c4b .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4a85696c4b p {font-size:18px; } @media (min-width: 992px) { .ld_fancy_heading_69e4a85696c4b p {font-size:24px; }  } .ld_fancy_heading_69e4a85696c4b p {line-height:1.25em; } .ld_fancy_heading_69e4a85696c4b p {--element-line-height:1.25em; } .ld_fancy_heading_69e4a85696c4b p {margin-bottom:1.75em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69e4a85696c4b\">\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 to identifying the organization&#8217;s needs and assessing the project&#8217;s feasibility.<\/p><\/div><style>.ld_button_69e4a85696db0 {font-size:14px; } .ld_button_69e4a85696db0 {font-size:14px; } .ld_button_69e4a85696db0 {font-size:14px; } .ld_button_69e4a85696db0 {font-size:14px; } .ld_button_69e4a85696db0 {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_69e4a85696db0\" >\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; gap=&#8221;30&#8243; full_height=&#8221;yes&#8221; content_placement=&#8221;middle&#8221; css=&#8221;.vc_custom_1773223831486{padding-top: 100px !important;background-position: 0 0 !important;background-repeat: repeat !important;}&#8221; data_tooltip=&#8221;Better Sound&#8221; responsive_css=&#8221;padding_bottom_medium:60px|padding_top_small:150px&#8221; el_id=&#8221;features&#8221;][vc_column responsive_css=&#8221;padding_top_medium:35px&#8221;][vc_row_inner equal_height=&#8221;yes&#8221; gap=&#8221;35&#8243; css=&#8221;.vc_custom_1773224123399{background-position: center !important;background-repeat: no-repeat !important;background-size: contain !important;}&#8221;][vc_column_inner offset=&#8221;vc_col-lg-6 vc_col-md-12&#8243;][\/vc_column_inner][vc_column_inner column_top_ontablet=&#8221;yes&#8221; column_top_onmobile=&#8221;yes&#8221; bg_position=&#8221;right top&#8221; css=&#8221;.vc_custom_1773224429730{background-image: url(https:\/\/www.aigorithmics.com\/wp-content\/uploads\/2026\/03\/getty-images-ugjebVzJ2oA-unsplash.jpg?id=8880) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221; offset=&#8221;vc_col-lg-6 vc_col-md-12&#8243;][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; gap=&#8221;35&#8243; css=&#8221;.vc_custom_1773223997548{padding-top: 80px !important;padding-bottom: 60px !important;background-image: url(https:\/\/www.aigorithmics.com\/wp-content\/uploads\/2021\/09\/cloud-4.jpg?id=5933) !important;background-position: center !important;background-repeat: [&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-9214","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.aigorithmics.com\/en\/wp-json\/wp\/v2\/pages\/9214","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=9214"}],"version-history":[{"count":0,"href":"https:\/\/www.aigorithmics.com\/en\/wp-json\/wp\/v2\/pages\/9214\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.aigorithmics.com\/en\/wp-json\/wp\/v2\/media?parent=9214"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}