{"id":9225,"date":"2026-03-10T13:04:01","date_gmt":"2026-03-10T12:04:01","guid":{"rendered":"https:\/\/www.aigorithmics.com\/planning-and-operational-decisions-require-greater-data-precision\/"},"modified":"2026-03-10T13:04:01","modified_gmt":"2026-03-10T12:04:01","slug":"planning-and-operational-decisions-require-greater-data-precision","status":"publish","type":"page","link":"https:\/\/www.aigorithmics.com\/en\/planning-and-operational-decisions-require-greater-data-precision\/","title":{"rendered":"Planning and operational decisions require greater data precision"},"content":{"rendered":"<p>[vc_row full_width=&#8221;stretch_row&#8221; full_height=&#8221;yes&#8221; content_placement=&#8221;middle&#8221; css=&#8221;.vc_custom_1773317184129{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_69e4b5ab397da{height:32px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4b5ab397da\"><\/div>[vc_row_inner equal_height=&#8221;yes&#8221;][vc_column_inner offset=&#8221;vc_col-lg-6 vc_col-md-12&#8243;]<style>.ld_fancy_heading_69e4b5ab39952 h6 {font-size:14px; } .ld_fancy_heading_69e4b5ab39952 h6 {font-weight:700; } .ld_fancy_heading_69e4b5ab39952 h6 {letter-spacing:0.05em; } .ld_fancy_heading_69e4b5ab39952 h6 {margin-bottom:1em !important;  } .ld_fancy_heading_69e4b5ab39952 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b5ab39952 h6 {font-size:14px; } .ld_fancy_heading_69e4b5ab39952 h6 {font-weight:700; } .ld_fancy_heading_69e4b5ab39952 h6 {letter-spacing:0.05em; } .ld_fancy_heading_69e4b5ab39952 h6 {margin-bottom:1em !important;  } <\/style><div class=\"ld-fancy-heading text-uppercase ld_fancy_heading_69e4b5ab39952\">\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_69e4b5ab39cbb h1 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b5ab39cbb h1 {font-size:46px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b5ab39cbb h1 {font-size:52px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b5ab39cbb h1 {line-height:1.1em; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b5ab39cbb h1 {--element-line-height:1.1em; }  } .ld_fancy_heading_69e4b5ab39cbb h1 {margin-bottom:40px !important;  } .ld_fancy_heading_69e4b5ab39cbb .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b5ab39cbb h1 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b5ab39cbb h1 {font-size:46px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b5ab39cbb h1 {font-size:52px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b5ab39cbb h1 {line-height:1.1em; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b5ab39cbb h1 {--element-line-height:1.1em; }  } .ld_fancy_heading_69e4b5ab39cbb h1 {margin-bottom:40px !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69e4b5ab39cbb\">\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\"}'>  Planning and operational decisions require greater data precision<\/h1><\/div><style>.ld_fancy_heading_69e4b5ab39e61 p {font-size:18px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b5ab39e61 p {font-size:20px; }  } .ld_fancy_heading_69e4b5ab39e61 p {margin-bottom:1.67em !important;  } .ld_fancy_heading_69e4b5ab39e61 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b5ab39e61 p {font-size:18px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b5ab39e61 p {font-size:20px; }  } .ld_fancy_heading_69e4b5ab39e61 p {margin-bottom:1.67em !important;  } <\/style><div class=\"ld-fancy-heading mask-text ld_fancy_heading_69e4b5ab39e61\">\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\"}'>  The organization possesses data and reporting tools; however, key decisions\u2014concerning production, inventory, resource allocation, or sales planning\u2014rely significantly on experience and simplified analyses.<\/p><\/div><style>.ld_fancy_heading_69e4b5ab39fdd p {font-size:18px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b5ab39fdd p {font-size:20px; }  } .ld_fancy_heading_69e4b5ab39fdd p {margin-bottom:1.67em !important;  } .ld_fancy_heading_69e4b5ab39fdd .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b5ab39fdd p {font-size:18px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b5ab39fdd p {font-size:20px; }  } .ld_fancy_heading_69e4b5ab39fdd p {margin-bottom:1.67em !important;  } <\/style><div class=\"ld-fancy-heading mask-text ld_fancy_heading_69e4b5ab39fdd\">\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\"}'>  In conditions of increasing environmental volatility, this model limits:<\/p><\/div><style>.ld_icon_box_69e4b5ab3a1a6 .iconbox-icon-container{font-size:21px;border-radius:px;}.ld_icon_box_69e4b5ab3a1a6 .iconbox-icon-wrap{margin-inline-end:16px !important;}.ld_icon_box_69e4b5ab3a1a6 .lqd-iconbox-title{margin-bottom:1px;font-size:18px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default ld_icon_box_69e4b5ab3a1a6 vc_custom_1772799168327\" id=\"ld_icon_box_69e4b5ab3a1a6\"  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\">scalability<\/h3>\t\t\t\n\t\t\n\t\n<\/div>\n<style>.ld_icon_box_69e4b5ab3aac9 .iconbox-icon-container{font-size:21px;border-radius:px;}.ld_icon_box_69e4b5ab3aac9 .iconbox-icon-wrap{margin-inline-end:16px !important;}.ld_icon_box_69e4b5ab3aac9 .lqd-iconbox-title{margin-bottom:1px;font-size:18px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default ld_icon_box_69e4b5ab3aac9 vc_custom_1772799182109\" id=\"ld_icon_box_69e4b5ab3aac9\"  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\">comparability<\/h3>\t\t\t\n\t\t\n\t\n<\/div>\n<style>.ld_icon_box_69e4b5ab3b22d .iconbox-icon-container{font-size:21px;border-radius:px;}.ld_icon_box_69e4b5ab3b22d .iconbox-icon-wrap{margin-inline-end:16px !important;}.ld_icon_box_69e4b5ab3b22d .lqd-iconbox-title{margin-bottom:1px;font-size:18px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default ld_icon_box_69e4b5ab3b22d vc_custom_1772799200675\" id=\"ld_icon_box_69e4b5ab3b22d\"  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\">decision predictability<\/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; css=&#8221;.vc_custom_1773321341742{background-image: url(https:\/\/www.aigorithmics.com\/wp-content\/uploads\/2026\/03\/allison-saeng-DwlQgubazNw-unsplash.jpg?id=8881) !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_1773317918176{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&#8243;]<style>.ld_fancy_heading_69e4b5ab3b587 h2{color:#f8f9fb;}.ld_fancy_heading_69e4b5ab3b587 h2 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b5ab3b587 h2 {font-size:40px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b5ab3b587 h2 {font-size:48px; }  } .ld_fancy_heading_69e4b5ab3b587 h2 {font-weight:500; } .ld_fancy_heading_69e4b5ab3b587 h2 {margin-bottom:60px !important;  } .ld_fancy_heading_69e4b5ab3b587 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b5ab3b587 h2 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b5ab3b587 h2 {font-size:40px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b5ab3b587 h2 {font-size:48px; }  } .ld_fancy_heading_69e4b5ab3b587 h2 {font-weight:500; } .ld_fancy_heading_69e4b5ab3b587 h2 {margin-bottom:60px !important;  } <\/style><div class=\"ld-fancy-heading text-left ld_fancy_heading_69e4b5ab3b587\">\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\">\n Historical data is collected in ERP systems and reporting tools. However, a coherent, quantitative mechanism is lacking that: <\/p>\n<div style=\"color:#f8f9fb; margin:0 0 16px 0; padding-left:20px; font-size: 18px\">\n<div style=\"display:flex; margin-bottom:10px;\">\n    <span style=\"margin-right:10px;\">\u2022<\/span><br \/><span>enables comparison of alternative decision scenarios,<\/span><\/div>\n<div style=\"display:flex; margin-bottom:10px;\">\n    <span style=\"margin-right:10px;\">\u2022<\/span><br \/><span>measures the accuracy of previous decisions in numerical terms,<\/span><\/div>\n<div style=\"display:flex; margin-bottom:10px;\">\n    <span style=\"margin-right:10px;\">\u2022<\/span><br \/><span>accounts for variability and uncertainty in a systematic manner,<\/span><\/div>\n<div style=\"display:flex;\">\n    <span style=\"margin-right:10px;\">\u2022<\/span><br \/><span>provides a uniform reference point for different organizational functions.<\/span><\/div>\n<\/div>\n<p style=\"color:#f8f9fb; margin:0; font-size: 18px\">\n Decisions are made efficiently, yet their quality and repeatability remain difficult to assess objectively. Operational knowledge is dispersed, and the process is not always fully scalable. [\/vc_column_text][\/vc_column][vc_column css=&#8221;.vc_custom_1773144616223{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 vc_col-xs-12&#8243;][vc_column_text]<span style=\"color: #f8f9fb; font-size: 18px;\">Business Consequences<\/span>[\/vc_column_text]<style>.ld_spacer_69e4b5ab3b9da{height:32px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4b5ab3b9da\"><\/div><style>.ld_icon_box_69e4b5ab3bb10:hover .iconbox-icon-container{color:rgb(255, 255, 255);}.ld_icon_box_69e4b5ab3bb10 .iconbox-icon-container{font-size:16px;width:35px !important;height:35px !important;background:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4b5ab3bb10 .iconbox-icon-wrap{margin-inline-end:25px !important;}.ld_icon_box_69e4b5ab3bb10 .iconbox-icon-container:before{border-color:rgb(255, 53, 23);}.ld_icon_box_69e4b5ab3bb10 .iconbox-icon-container .iconbox-icon-hover-bg{background:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b5ab3bb10:hover .iconbox-icon-container:before{border-color:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b5ab3bb10 .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_69e4b5ab3bb10\" id=\"ld_icon_box_69e4b5ab3bb10\"  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 ability to optimize costs and resource utilization<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n<style>.ld_icon_box_69e4b5ab3c2f8:hover .iconbox-icon-container{color:rgb(255, 255, 255);}.ld_icon_box_69e4b5ab3c2f8 .iconbox-icon-container{font-size:16px;width:35px !important;height:35px !important;background:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4b5ab3c2f8 .iconbox-icon-wrap{margin-inline-end:25px !important;}.ld_icon_box_69e4b5ab3c2f8 .iconbox-icon-container:before{border-color:rgb(255, 53, 23);}.ld_icon_box_69e4b5ab3c2f8 .iconbox-icon-container .iconbox-icon-hover-bg{background:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b5ab3c2f8:hover .iconbox-icon-container:before{border-color:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b5ab3c2f8 .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_69e4b5ab3c2f8\" id=\"ld_icon_box_69e4b5ab3c2f8\"  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\">difficulty in standardizing the decision-making process<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n<style>.ld_icon_box_69e4b5ab3ca2b:hover .iconbox-icon-container{color:rgb(255, 255, 255);}.ld_icon_box_69e4b5ab3ca2b .iconbox-icon-container{font-size:16px;width:35px !important;height:35px !important;background:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4b5ab3ca2b .iconbox-icon-wrap{margin-inline-end:25px !important;}.ld_icon_box_69e4b5ab3ca2b .iconbox-icon-container:before{border-color:rgb(255, 53, 23);}.ld_icon_box_69e4b5ab3ca2b .iconbox-icon-container .iconbox-icon-hover-bg{background:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b5ab3ca2b:hover .iconbox-icon-container:before{border-color:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b5ab3ca2b .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_69e4b5ab3ca2b\" id=\"ld_icon_box_69e4b5ab3ca2b\"  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\">dependence on the knowledge of key individuals<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n<style>.ld_icon_box_69e4b5ab3cde2:hover .iconbox-icon-container{color:rgb(255, 255, 255);}.ld_icon_box_69e4b5ab3cde2 .iconbox-icon-container{font-size:16px;width:35px !important;height:35px !important;background:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4b5ab3cde2 .iconbox-icon-wrap{margin-inline-end:25px !important;}.ld_icon_box_69e4b5ab3cde2 .iconbox-icon-container:before{border-color:rgb(255, 53, 23);}.ld_icon_box_69e4b5ab3cde2 .iconbox-icon-container .iconbox-icon-hover-bg{background:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b5ab3cde2:hover .iconbox-icon-container:before{border-color:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b5ab3cde2 .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_69e4b5ab3cde2\" id=\"ld_icon_box_69e4b5ab3cde2\"  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\">impaired ability to defend decisions at the management level<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n<style>.ld_icon_box_69e4b5ab3cfe7:hover .iconbox-icon-container{color:rgb(255, 255, 255);}.ld_icon_box_69e4b5ab3cfe7 .iconbox-icon-container{font-size:16px;width:35px !important;height:35px !important;background:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4b5ab3cfe7 .iconbox-icon-wrap{margin-inline-end:25px !important;}.ld_icon_box_69e4b5ab3cfe7 .iconbox-icon-container:before{border-color:rgb(255, 53, 23);}.ld_icon_box_69e4b5ab3cfe7 .iconbox-icon-container .iconbox-icon-hover-bg{background:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b5ab3cfe7:hover .iconbox-icon-container:before{border-color:rgba(59, 59, 59, 0);}.ld_icon_box_69e4b5ab3cfe7 .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_69e4b5ab3cfe7\" id=\"ld_icon_box_69e4b5ab3cfe7\"  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\">reduced outcome predictability under conditions of volatility<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n[vc_column_text]<\/p>\n<p style=\"color: #f8f9fb; font-size: 18px;\">Systematic improvement in decision accuracy and repeatability translates into greater operational stability and transparency in the management process.<\/p>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row gap=&#8221;35&#8243; enable_content_animation=&#8221;no&#8221; css=&#8221;.vc_custom_1772638228915{padding-top: 50px !important;padding-bottom: 50px !important;}&#8221; responsive_css=&#8221;margin_bottom_medium:35px&#8221;][vc_column 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_69e4b5ab3d14d h3{color:#2b2f3a;}.ld_simple_heading_69e4b5ab3d14d h3 {font-size:35px; } @media (min-width: 768px) { .ld_simple_heading_69e4b5ab3d14d h3 {font-size:40px; }  } @media (min-width: 992px) { .ld_simple_heading_69e4b5ab3d14d h3 {font-size:46px; }  } .ld_simple_heading_69e4b5ab3d14d h3 {margin-top:50px !important;  } <\/style><div  class=\"lqd-simple-heading-wrap ld_simple_heading_69e4b5ab3d14d\">\n<h3 class=\"lqd-simple-heading\">\n\tOur Approach to Diagnosis<\/h3>\n<\/div>[vc_column_text]<\/p>\n<p style=\"text-align: center; font-size: 18px;\">We begin the diagnosis by identifying key operational decisions and assessing their impact on financial performance and process stability.<\/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]<\/p>\n<p style=\"text-align: left; font-size: 18px;\"><span class=\"TextRun SCXW191958282 BCX0\" lang=\"PL-PL\" data-contrast=\"auto\" xml:lang=\"PL-PL\"><span class=\"NormalTextRun SCXW191958282 BCX0\">The analysis covers<\/span><\/span>:<\/p>\n<p>[\/vc_column_text]<style>.ld_spacer_69e4b5ab3d21c{height:32px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4b5ab3d21c\"><\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner width=&#8221;1\/2&#8243;]<style>.ld_icon_box_69e4b5ab3d334 .iconbox-icon-container{font-size:30px;border-radius:px;}.ld_icon_box_69e4b5ab3d334 .lqd-iconbox-title{margin-bottom:px;font-size:21px;}<\/style>\n<div class=\"iconbox iconbox-inline text-align-default iconbox-xs ld_icon_box_69e4b5ab3d334\" id=\"ld_icon_box_69e4b5ab3d334\"  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\">external factors directly or indirectly affecting financial results<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n<style>.ld_icon_box_69e4b5ab3d528 .iconbox-icon-container{font-size:30px;border-radius:px;}.ld_icon_box_69e4b5ab3d528 .lqd-iconbox-title{margin-bottom:px;font-size:21px;}<\/style>\n<div class=\"iconbox iconbox-inline text-align-default iconbox-xs ld_icon_box_69e4b5ab3d528\" id=\"ld_icon_box_69e4b5ab3d528\"  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\">scope and quality of data used in the decision-making process<\/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_69e4b5ab3d711 .iconbox-icon-container{font-size:30px;border-radius:px;}.ld_icon_box_69e4b5ab3d711 .lqd-iconbox-title{margin-bottom:px;font-size:21px;}<\/style>\n<div class=\"iconbox iconbox-inline text-align-default iconbox-xs ld_icon_box_69e4b5ab3d711\" id=\"ld_icon_box_69e4b5ab3d711\"  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\">adequacy of applied performance indicators<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n<style>.ld_icon_box_69e4b5ab3d8eb .iconbox-icon-container{font-size:30px;border-radius:px;}.ld_icon_box_69e4b5ab3d8eb .lqd-iconbox-title{margin-bottom:px;font-size:21px;}<\/style>\n<div class=\"iconbox iconbox-inline text-align-default iconbox-xs ld_icon_box_69e4b5ab3d8eb\" id=\"ld_icon_box_69e4b5ab3d8eb\"  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\">potential for quantitative improvement in accuracy<\/span><\/p>\n\t\t\n\t<\/div>\t\n\t\n<\/div>\n[\/vc_column_inner][\/vc_row_inner]<style>.ld_spacer_69e4b5ab3da23{height:60px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4b5ab3da23\"><\/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_69e4b5ab3db3e .lqd-iconbox-title{margin-bottom:px;}.ld_icon_box_69e4b5ab3db3e .iconbox-icon-container{border-radius:px;}.ld_icon_box_69e4b5ab3db3e .iconbox-icon-container img,.ld_icon_box_69e4b5ab3db3e .iconbox-icon-container > svg{width:60px !important;}<\/style>\n<div class=\"iconbox text-left ld_icon_box_69e4b5ab3db3e\" id=\"ld_icon_box_69e4b5ab3db3e\"  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]<\/p>\n<p style=\"text-align: left; font-size: 18px;\">We then assess the economic potential of the project: what impact on inventory, production levels, and working capital can be achieved through a specific improvement in accuracy. The implementation decision is based on measurable scenarios, not on the assumption that &#8220;the model will be better.&#8221; <\/p>\n<p>[\/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_1773322192963{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_simple_heading_69e4b5ab480af h4{color:#f8f9fb;}.ld_simple_heading_69e4b5ab480af h4 {font-size:35px; } @media (min-width: 768px) { .ld_simple_heading_69e4b5ab480af h4 {font-size:40px; }  } @media (min-width: 992px) { .ld_simple_heading_69e4b5ab480af h4 {font-size:46px; }  } .ld_simple_heading_69e4b5ab480af h4 {margin-top:0px !important;  } <\/style><div  class=\"lqd-simple-heading-wrap ld_simple_heading_69e4b5ab480af\">\n<h4 class=\"lqd-simple-heading\">\n\t<\/p>\n<h4 style=\"text-align: centre;\">Technology and Solution Architecture<\/h4>\n<p><\/h4>\n<\/div>[vc_column_text]<\/p>\n<p style=\"text-align: center;\"><span style=\"color: #f8f9fb; font-size: 18px;\">We design decision support systems based on the integration of operational and financial data and predictive or optimization models.<\/span><\/p>\n<p>[\/vc_column_text]<style>.ld_spacer_69e4b5ab481c2{height:60px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4b5ab481c2\"><\/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]<\/p>\n<p style=\"text-align: left; font-size: 18px;\"><span style=\"color: #f8f9fb;\">A typical architecture includes:<\/span><\/p>\n<p>[\/vc_column_text]<style>.ld_spacer_69e4b5ab48246{height:32px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4b5ab48246\"><\/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_69e4b5ab48373 .iconbox-icon-container{color:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4b5ab48373 .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_69e4b5ab48373\" id=\"ld_icon_box_69e4b5ab48373\"  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>operational and financial data<\/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_69e4b5ab48606 .iconbox-icon-container{color:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4b5ab48606 .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_69e4b5ab48606\" id=\"ld_icon_box_69e4b5ab48606\"  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>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_69e4b5ab48818 .iconbox-icon-container{color:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4b5ab48818 .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_69e4b5ab48818\" id=\"ld_icon_box_69e4b5ab48818\"  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 \">Analytical Models<\/h3>\t<p>predictive \/ optimization<\/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_69e4b5ab48a01 .iconbox-icon-container{color:rgb(255, 53, 23);border-radius:px;}.ld_icon_box_69e4b5ab48a01 .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_69e4b5ab48a01\" id=\"ld_icon_box_69e4b5ab48a01\"  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 \">Decision Scenarios and Recommendations<\/h3>\t<p>integration of results into the management process<\/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]<\/p>\n<p style=\"text-align: left;\"><span style=\"color: #f8f9fb;\">The solution does not function as a separate analytical tool. Forecast results are integrated into the existing planning process, and models are monitored and periodically updated as market conditions change.  <\/span><\/p>\n<p>[\/vc_column_text]<style>.ld_spacer_69e4b5ab48b38{height:70px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4b5ab48b38\"><\/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_1773317900060{margin-top: 60px !important;margin-bottom: 60px !important;}&#8221;][vc_column responsive_css=&#8221;padding_left_large:|padding_top_medium:20px|padding_bottom_medium:40px&#8221; css=&#8221;.vc_custom_1772637413655{padding-right: 15px !important;padding-bottom: 60px !important;padding-left: 15px !important;}&#8221; offset=&#8221;vc_col-md-6&#8243;]<style>.ld_icon_box_69e4b5ab48c52 .iconbox-icon-container{font-size:32px;border-radius:px;}.ld_icon_box_69e4b5ab48c52 .lqd-iconbox-title{margin-bottom:px;}<\/style>\n<div class=\"iconbox iconbox-side text-align-default ld_icon_box_69e4b5ab48c52 vc_custom_1578912069864\" id=\"ld_icon_box_69e4b5ab48c52\"  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_69e4b5ab48ddc p{color:#ff3517;}.ld_fancy_heading_69e4b5ab48ddc p {font-size:14px; } .ld_fancy_heading_69e4b5ab48ddc p {font-weight:700; } .ld_fancy_heading_69e4b5ab48ddc p {letter-spacing:0.2em; } .ld_fancy_heading_69e4b5ab48ddc .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b5ab48ddc p {font-size:14px; } .ld_fancy_heading_69e4b5ab48ddc p {font-weight:700; } .ld_fancy_heading_69e4b5ab48ddc p {letter-spacing:0.2em; } <\/style><div class=\"ld-fancy-heading text-uppercase ld_fancy_heading_69e4b5ab48ddc\">\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_69e4b5ab493a9 h2 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b5ab493a9 h2 {font-size:40px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b5ab493a9 h2 {font-size:46px; }  } .ld_fancy_heading_69e4b5ab493a9 h2 {line-height:1.11em; } .ld_fancy_heading_69e4b5ab493a9 h2 {--element-line-height:1.11em; } .ld_fancy_heading_69e4b5ab493a9 h2 {margin-bottom:40px !important;  } .ld_fancy_heading_69e4b5ab493a9 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b5ab493a9 h2 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b5ab493a9 h2 {font-size:40px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b5ab493a9 h2 {font-size:46px; }  } .ld_fancy_heading_69e4b5ab493a9 h2 {line-height:1.11em; } .ld_fancy_heading_69e4b5ab493a9 h2 {--element-line-height:1.11em; } .ld_fancy_heading_69e4b5ab493a9 h2 {margin-bottom:40px !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69e4b5ab493a9\">\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\"}'>  Production Forecasting<\/h2><\/div><style>.ld_fancy_heading_69e4b5ab49a5d p{color:#2b2f3a;}.ld_fancy_heading_69e4b5ab49a5d p {font-size:16px; } .ld_fancy_heading_69e4b5ab49a5d p {line-height:1.11em; } .ld_fancy_heading_69e4b5ab49a5d p {--element-line-height:1.11em; } .ld_fancy_heading_69e4b5ab49a5d .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b5ab49a5d p {font-size:16px; } .ld_fancy_heading_69e4b5ab49a5d p {line-height:1.11em; } .ld_fancy_heading_69e4b5ab49a5d p {--element-line-height:1.11em; } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69e4b5ab49a5d\">\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\"}'>  Renewable Energy Production Forecast<\/p><\/div><style>.ld_spacer_69e4b5ab49d03{height:30px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4b5ab49d03\"><\/div><style>.ld_fancy_heading_69e4b5ab49e11 p {font-size:16px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b5ab49e11 p {font-size:18px; }  } .ld_fancy_heading_69e4b5ab49e11 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b5ab49e11 p {font-size:16px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b5ab49e11 p {font-size:18px; }  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69e4b5ab49e11\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  The organization sought to increase the accuracy of production and energy demand forecasts to improve decisions regarding balancing and capacity allocation.<\/p><\/div><style>.ld_fancy_heading_69e4b5ab49f88 p{color:rgb(24, 27, 49);}.ld_fancy_heading_69e4b5ab49f88 p {font-size:12px; } .ld_fancy_heading_69e4b5ab49f88 p {font-weight:700; } .ld_fancy_heading_69e4b5ab49f88 p {letter-spacing:0.1em; } .ld_fancy_heading_69e4b5ab49f88 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b5ab49f88 p {font-size:12px; } .ld_fancy_heading_69e4b5ab49f88 p {font-weight:700; } .ld_fancy_heading_69e4b5ab49f88 p {letter-spacing:0.1em; } <\/style><div class=\"ld-fancy-heading text-uppercase ld_fancy_heading_69e4b5ab49f88\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  Solution<\/p><\/div><style>.ld_fancy_heading_69e4b5ab4a0eb p {font-size:16px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b5ab4a0eb p {font-size:18px; }  } .ld_fancy_heading_69e4b5ab4a0eb .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b5ab4a0eb p {font-size:16px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b5ab4a0eb p {font-size:18px; }  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69e4b5ab4a0eb\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  An analytical environment was built integrating historical, weather, and operational data, and predictive models were implemented to support planning in the short and medium term.<\/p><\/div><style>.ld_fancy_heading_69e4b5ab4a244 p{color:rgb(24, 27, 49);}.ld_fancy_heading_69e4b5ab4a244 p {font-size:12px; } .ld_fancy_heading_69e4b5ab4a244 p {font-weight:700; } .ld_fancy_heading_69e4b5ab4a244 p {letter-spacing:0.1em; } .ld_fancy_heading_69e4b5ab4a244 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b5ab4a244 p {font-size:12px; } .ld_fancy_heading_69e4b5ab4a244 p {font-weight:700; } .ld_fancy_heading_69e4b5ab4a244 p {letter-spacing:0.1em; } <\/style><div class=\"ld-fancy-heading text-uppercase ld_fancy_heading_69e4b5ab4a244\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  Result<\/p><\/div><style>.ld_fancy_heading_69e4b5ab4a3a5 p {font-size:16px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b5ab4a3a5 p {font-size:18px; }  } .ld_fancy_heading_69e4b5ab4a3a5 .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b5ab4a3a5 p {font-size:16px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b5ab4a3a5 p {font-size:18px; }  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69e4b5ab4a3a5\">\n\t<p class=\"ld-fh-element lqd-highlight-underline lqd-highlight-grow-left text-decoration-default\"   >  Average forecast accuracy of 90%, which translated into more stable and justified operational decisions.<\/p><\/div><style>.ld_spacer_69e4b5ab4a471{height:32px;}<\/style>\n<div class=\"ld-empty-space ld_spacer_69e4b5ab4a471\"><\/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_1772800397883{padding-top: 40vw !important;padding-bottom: 40vw !important;background-image: url(https:\/\/www.aigorithmics.com\/wp-content\/uploads\/2026\/03\/plbryk-rapeseed-4524007_1920.jpg?id=8731) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221; responsive_align=&#8221;text-center&#8221; responsive_css=&#8221;padding_top_medium:15vw|padding_bottom_medium:15vw|padding_top_small:30vw|padding_bottom_small:30vw&#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; enable_content_animation=&#8221;no&#8221; align=&#8221;text-center&#8221; offset=&#8221;vc_col-md-offset-2 vc_col-md-8 vc_col-sm-offset-2 vc_col-xs-12&#8243; responsive_align=&#8221;text-center&#8221;]<style>.ld_fancy_heading_69e4b5ab4a57d h2{color:rgb(255, 255, 255);}.ld_fancy_heading_69e4b5ab4a57d h2 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b5ab4a57d h2 {font-size:46px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b5ab4a57d h2 {font-size:60px; }  } .ld_fancy_heading_69e4b5ab4a57d h2 {line-height:1.161em; } .ld_fancy_heading_69e4b5ab4a57d h2 {--element-line-height:1.161em; } .ld_fancy_heading_69e4b5ab4a57d .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b5ab4a57d h2 {font-size:35px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b5ab4a57d h2 {font-size:46px; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b5ab4a57d h2 {font-size:60px; }  } .ld_fancy_heading_69e4b5ab4a57d h2 {line-height:1.161em; } .ld_fancy_heading_69e4b5ab4a57d h2 {--element-line-height:1.161em; } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69e4b5ab4a57d\">\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_69e4b5ab4a6dd p{color:rgb(255, 255, 255);}.ld_fancy_heading_69e4b5ab4a6dd p {font-size:18px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b5ab4a6dd p {font-size:-; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b5ab4a6dd p {font-size:24px; }  } .ld_fancy_heading_69e4b5ab4a6dd p {line-height:1.25em; } .ld_fancy_heading_69e4b5ab4a6dd p {--element-line-height:1.25em; } .ld_fancy_heading_69e4b5ab4a6dd p {margin-bottom:1.75em !important;  } .ld_fancy_heading_69e4b5ab4a6dd .lqd-highlight-inner{height:0.275em!important;bottom:0px!important;}.ld_fancy_heading_69e4b5ab4a6dd p {font-size:18px; } @media (min-width: 768px) { .ld_fancy_heading_69e4b5ab4a6dd p {font-size:-; }  } @media (min-width: 992px) { .ld_fancy_heading_69e4b5ab4a6dd p {font-size:24px; }  } .ld_fancy_heading_69e4b5ab4a6dd p {line-height:1.25em; } .ld_fancy_heading_69e4b5ab4a6dd p {--element-line-height:1.25em; } .ld_fancy_heading_69e4b5ab4a6dd p {margin-bottom:1.75em !important;  } <\/style><div class=\"ld-fancy-heading ld_fancy_heading_69e4b5ab4a6dd\">\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_69e4b5ab4a833 {font-size:14px; } .ld_button_69e4b5ab4a833 {font-size:14px; } .ld_button_69e4b5ab4a833 {font-size:14px; } .ld_button_69e4b5ab4a833 {font-size:14px; } .ld_button_69e4b5ab4a833 {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_69e4b5ab4a833\" >\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; full_height=&#8221;yes&#8221; content_placement=&#8221;middle&#8221; css=&#8221;.vc_custom_1773317184129{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;][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; css=&#8221;.vc_custom_1773321341742{background-image: url(https:\/\/www.aigorithmics.com\/wp-content\/uploads\/2026\/03\/allison-saeng-DwlQgubazNw-unsplash.jpg?id=8881) !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_1773317918176{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&#8243;][vc_column_text] Historical data is collected [&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-9225","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.aigorithmics.com\/en\/wp-json\/wp\/v2\/pages\/9225","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=9225"}],"version-history":[{"count":0,"href":"https:\/\/www.aigorithmics.com\/en\/wp-json\/wp\/v2\/pages\/9225\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.aigorithmics.com\/en\/wp-json\/wp\/v2\/media?parent=9225"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}