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.logo{width:auto;float:left;margin-left:15px;border:none}.mobile-header-mini #Top_bar #logo{height:60px!important;line-height:60px!important;margin:0}.mobile-header-mini #Top_bar a.responsive-menu-toggle{top:30px!important;left:auto;right:10px;margin-top:-17px}.mobile-header-mini #Top_bar .top_bar_right{width:unset;height:100%;max-height:60px;position:absolute;top:0;right:54px;background:0 0;padding:0}.mobile-header-mini #Top_bar #search_button{margin-left:0;margin-right:0}.mobile-header-mini #Top_bar #menu{padding-bottom:10px}.mobile-header-mini #Top_bar #menu ul li a span{line-height:44px}.mobile-sticky #Top_bar #menu{overflow:auto;-webkit-box-sizing:border-box;box-sizing:border-box}.mobile-header-mini.mobile-sticky #Top_bar .top_bar_right{display:block}.post-header .title_wrapper{margin-left:69px;padding-left:20px}.post-header .post-meta .category{display:none}.single-photo-wrapper .image_frame{max-width:100%!important;margin-left:0}.post-nav{padding:10px 10px 4px 90px}.image_frame{margin-top:0!important}.fixed-nav{display:none!important}}@media only screen and (max-width:479px){.post-nav{padding:10px 10px 4px}#mfn-gdpr[data-direction=vertical]{width:calc(100% - 40px);padding:30px;bottom:20px}#mfn-gdpr[data-aligment=left]{left:20px}}#Header_wrapper{background-color:#000119}body{color:#626262}.fixed-nav .arrow{background-color:#2991d6}a{color:#2991d6}.fixed-nav .desc .date,.post-meta,.post-meta a{color:#a8a8a8}h2,h3,h4,h6{color:#444}.woocommerce a.button:not(.default),.woocommerce button.button{background-color:#2991d6!important}.hr_color{color:#2991d6;background:#2991d6}#Header .top_bar_left,#Top_bar #menu{background-color:#fff}#Top_bar .top_bar_right:before{background-color:#e3e3e3}#Header .top_bar_right{background-color:#f5f5f5}#Top_bar .menu>li>a,#Top_bar .top_bar_right a{color:#444}#Top_bar .menu>li a:after{background:#2991d6}#Top_bar .search_wrapper{background:#2991d6}blockquote{color:#444}.image_frame .image_wrapper .image_links{background:rgba(41,145,214,.8)}.image_frame .image_wrapper .image_links a{color:#fff}body.color-blue{--mfn-woo-themecolor:#2991d6;--mfn-woo-bg-themecolor:#2991d6;--mfn-woo-border-themecolor:#2991d6}@media only screen and (max-width:767px){#Top_bar{background:#fff!important}}body{--mfn-woo-border-radius-box:8px;--mfn-woo-body-color:#626262;--mfn-woo-heading-color:#626262;--mfn-woo-themecolor:#0089f7;--mfn-woo-bg-themecolor:#0089f7;--mfn-woo-border-themecolor:#0089f7;--mfn-woo-bg-box:rgba(0,0,0,.03);--mfn-woo-border:rgba(0,0,0,.08);--mfn-woo-text-option-color:rgba(0,0,0,.5);--mfn-woo-text-option-color-hover:rgba(0,0,0,.8);--mfn-woo-icon-option:rgba(0,0,0,.8)}.mfn-header-login{position:absolute;display:none;width:300px;padding:20px 20px 25px;z-index:100001;top:100%;background-color:#fff;margin-top:50px}.mfn-header-login .mfn-close-icon{position:absolute;top:15px;right:15px}.mfn-header-login .woocommerce-form.login{border:0;padding:0;margin:0;text-align:left;border-radius:0}.mfn-header-login .woocommerce-form .form-row{float:none;width:100%;position:relative;padding:0;margin-bottom:10px}.mfn-header-login .woocommerce-form label{font-weight:400}.mfn-header-login .woocommerce-form .form-row.form-row-first:after,.mfn-header-login .woocommerce-form .form-row.form-row-last:after{font-family:mfn-icons;color:rgba(0,0,0,.7);display:flex;align-items:center;justify-content:center;width:30px;height:30px;position:absolute;left:5px;top:50%;transform:translateY(-50%)}.mfn-header-login .woocommerce-form .form-row.form-row-first:after{content:"\e94b"}.mfn-header-login .woocommerce-form .form-row.form-row-last:after{content:"\e8c8"}.mfn-header-login .woocommerce-form .form-row.form-row-first label,.mfn-header-login .woocommerce-form .form-row.form-row-last label{position:absolute;left:40px;top:50%;z-index:2;transform:translateY(-50%)}.mfn-header-login .woocommerce-form .form-row.form-row-first .input-text,.mfn-header-login .woocommerce-form .form-row.form-row-last .input-text{margin:0;padding:25px 10px 10px 40px;width:100%}.mfn-header-login .woocommerce-form-login__rememberme{display:inline-flex!important;align-items:center;padding:10px 0}.mfn-header-login .woocommerce-form-login__rememberme>input[type=checkbox]{transform:scale(1.1);margin-right:10px}.mfn-header-login .woocommerce-form-login__submit{width:100%;box-sizing:border-box}.mfn-header-login .lost_password{text-align:center;margin:0}.mfn-header-login .lost_password{margin-top:-5px}.mfn-header-login .lost_password a{display:block;padding:15px;font-size:14px}.mfn-header-login .lost_password a{color:rgba(0,0,0,.5)!important;text-decoration:none}.mfn-header-login.is-side{display:block;position:fixed;top:0;right:-420px;display:flex;flex-direction:column;width:420px;max-width:100%;height:100%;box-sizing:border-box;margin-top:0}.mfn-header-login.is-side h4{font-size:25px;line-height:30px;text-align:center;width:calc(100% + 40px);border-bottom:1px solid var(--mfn-woo-border);padding-bottom:20px;margin:0 -20px 20px}.mfn-header-login.is-side .mfn-close-icon{right:auto;left:20px}.required{opacity:.6}.mfn-cart-holder{position:fixed;top:0;right:-420px;display:flex;flex-direction:column;width:420px;max-width:100%;height:100%;background-color:#fff;z-index:100000;box-sizing:border-box}.mfn-cart-holder .mfn-ch-content,.mfn-cart-holder .mfn-ch-footer,.mfn-cart-holder .mfn-ch-header{padding:20px}.mfn-cart-holder .mfn-ch-header{text-align:center;display:block;position:relative;border-bottom:1px solid var(--mfn-woo-border)}.mfn-cart-holder .mfn-ch-header h3{margin:0;font-size:25px;line-height:30px;display:flex;justify-content:center}.mfn-cart-holder .mfn-ch-header h3 i{margin-right:7px}.mfn-cart-holder .mfn-ch-header .mfn-close-icon{position:absolute;top:50%;left:20px;transform:translateY(-50%)}.mfn-cart-holder .mfn-ch-content-wrapper{position:relative;height:100%;overflow:hidden}.mfn-cart-holder .mfn-ch-content{height:100%;overflow:auto}.mfn-cart-holder .mfn-ch-footer{margin-top:auto;background-color:var(--mfn-woo-bg-box)}.mfn-cart-holder .mfn-ch-footer .mfn-ch-footer-totals{margin-bottom:30px}.mfn-cart-holder .mfn-ch-footer .mfn-ch-footer-buttons{text-align:center}.mfn-cart-holder .mfn-ch-footer .mfn-ch-footer-buttons a.button{margin-bottom:5px}.mfn-cart-holder .mfn-ch-footer .mfn-ch-footer-buttons a:not(.button){color:var(--mfn-woo-text-option-color)}.mfn-cart-overlay{display:none}.woocommerce form.login{display:flex;flex-direction:column;align-items:center;border:0;padding:0;margin:0;box-sizing:border-box}.woocommerce form.login p{width:100%;float:none}.woocommerce form.login p:not(.form-row){text-align:center}.woocommerce form.login .button{width:100%}.woocommerce form.login .form-row{width:100%}@media only screen and (max-width:767px){.mfn-cart-holder{max-width:420px;width:100%}.mfn-header-login{display:block;position:fixed;top:0!important;right:-420px;left:auto!important;display:flex;flex-direction:column;width:420px;max-width:100%;height:100%;box-sizing:border-box;margin-top:0}.mfn-header-login h4{font-size:25px;line-height:30px;text-align:center;width:calc(100% + 40px);border-bottom:1px solid var(--mfn-woo-border);padding-bottom:20px;margin:0 -20px 20px}.mfn-header-login .mfn-close-icon{right:auto;left:20px}}div.tnp-subscription{display:block;margin:1em auto;max-width:500px;width:100%}.tnp-subscription div.tnp-field{margin-bottom:.7em;border:0;padding:0}.tnp-subscription label{display:block;color:inherit;font-weight:400;line-height:normal;padding:0;margin:0;margin-bottom:.25em;font-size:.9em}.tnp-subscription input[type=email],.tnp-subscription input[type=submit]{width:100%;padding:.7em;display:block;border:1px;color:#444;border-color:#ddd;background-color:#f4f4f4;background-image:none;text-shadow:none;font-size:1em;margin:0;line-height:normal;box-sizing:border-box}.tnp-subscription input.tnp-submit{background-color:#444;color:#fff;width:auto;height:auto;margin:0;display:inline-block}@media all and (max-width:480px){.tnp-subscription input[type=submit]{width:100%}}.tnp-field input[type=submit]{position:inherit}#tnp-modal{display:none;position:fixed;z-index:99999;left:0;top:0;height:100%;width:100%;overflow:auto;background-color:rgba(0,0,0,.5)}#tnp-modal-content{background-color:#fff;margin:100px auto auto auto;width:100%;max-width:700px;box-shadow:0 5px 8px 0 rgba(0,0,0,.2),0 7px 20px 0 rgba(0,0,0,.17);position:relative;padding:0}@media screen and (max-width:525px){#tnp-modal-content{margin:10% auto}}#tnp-modal-close{position:absolute;right:15px;top:0;font-size:40px;color:#999;line-height:normal!important}#tnp-modal-body{padding:2rem}html{background-color:#fff}#Wrapper,#Content,.mfn-cart-holder,.mfn-header-login,#Top_bar .search_wrapper{background-color:#fff}body:not(.template-slider) #Header{min-height:70px}body,input[type=text],input[type=password],input[type=email]{font-family:"Poppins"}#menu>ul>li>a{font-family:"Poppins"}h2,h3,h4{font-family:"Nunito Sans"}h6{font-family:"Nunito Sans"}blockquote{font-family:"Nunito Sans"}body{font-size:14px;line-height:24px;font-weight:400;letter-spacing:0px}#menu>ul>li>a{font-size:15px;font-weight:400;letter-spacing:0px}h2{font-size:30px;line-height:40px;font-weight:300;letter-spacing:0px}h3{font-size:20px;line-height:30px;font-weight:300;letter-spacing:0px}h4{font-size:20px;line-height:30px;font-weight:500;letter-spacing:0px}h6{font-size:15px;line-height:50px;font-weight:800;letter-spacing:0px}@media only screen and (min-width:768px) and (max-width:959px){body{font-size:13px;line-height:20px;font-weight:400;letter-spacing:0px}#menu>ul>li>a{font-size:13px;font-weight:400;letter-spacing:0px}h2{font-size:26px;line-height:34px;font-weight:300;letter-spacing:0px}h3{font-size:17px;line-height:26px;font-weight:300;letter-spacing:0px}h4{font-size:17px;line-height:26px;font-weight:500;letter-spacing:0px}h6{font-size:13px;line-height:43px;font-weight:800;letter-spacing:0px}blockquote{font-size:15px}}@media only screen and (min-width:480px) and (max-width:767px){body{font-size:13px;line-height:19px;font-weight:400;letter-spacing:0px}#menu>ul>li>a{font-size:13px;font-weight:400;letter-spacing:0px}h2{font-size:23px;line-height:30px;font-weight:300;letter-spacing:0px}h3{font-size:15px;line-height:23px;font-weight:300;letter-spacing:0px}h4{font-size:15px;line-height:23px;font-weight:500;letter-spacing:0px}h6{font-size:13px;line-height:38px;font-weight:800;letter-spacing:0px}blockquote{font-size:14px}}@media only screen and (max-width:479px){body{font-size:13px;line-height:19px;font-weight:400;letter-spacing:0px}#menu>ul>li>a{font-size:13px;font-weight:400;letter-spacing:0px}h2{font-size:18px;line-height:24px;font-weight:300;letter-spacing:0px}h3{font-size:13px;line-height:19px;font-weight:300;letter-spacing:0px}h4{font-size:13px;line-height:19px;font-weight:500;letter-spacing:0px}h6{font-size:13px;line-height:30px;font-weight:800;letter-spacing:0px}blockquote{font-size:13px}}@media only screen and (min-width:1240px){#Wrapper{max-width:1080px}.section_wrapper,.container{max-width:1060px}}@media only screen and (max-width:767px){#Wrapper{max-width:calc(100% - 67px)}.content_wrapper .section_wrapper,.container{max-width:550px!important;padding-left:33px;padding-right:33px}}body{--mfn-button-font-family:inherit;--mfn-button-font-size:14px;--mfn-button-font-weight:400;--mfn-button-font-style:inherit;--mfn-button-letter-spacing:0px;--mfn-button-padding:16px 20px;--mfn-button-border-width:0;--mfn-button-border-radius:5px;--mfn-button-gap:10px;--mfn-button-color:#747474;--mfn-button-color-hover:#747474;--mfn-button-bg:#fff;--mfn-button-bg-hover:#f2f2f2;--mfn-button-border-color:transparent;--mfn-button-border-color-hover:transparent;--mfn-button-icon-color:#747474;--mfn-button-icon-color-hover:#747474;--mfn-button-box-shadow:unset;--mfn-button-theme-color:#fff;--mfn-button-theme-color-hover:#fff;--mfn-button-theme-bg:#1c91f2;--mfn-button-theme-bg-hover:#0f84e5;--mfn-button-theme-border-color:transparent;--mfn-button-theme-border-color-hover:transparent;--mfn-button-theme-icon-color:#fff;--mfn-button-theme-icon-color-hover:#fff;--mfn-button-theme-box-shadow:unset;--mfn-button-shop-color:#fff;--mfn-button-shop-color-hover:#fff;--mfn-button-shop-bg:#1c91f2;--mfn-button-shop-bg-hover:#0f84e5;--mfn-button-shop-border-color:transparent;--mfn-button-shop-border-color-hover:transparent;--mfn-button-shop-icon-color:#626262;--mfn-button-shop-icon-color-hover:#626262;--mfn-button-shop-box-shadow:unset;--mfn-button-action-color:#fff;--mfn-button-action-color-hover:#fff;--mfn-button-action-bg:#0664b1;--mfn-button-action-bg-hover:#0057a4;--mfn-button-action-border-color:transparent;--mfn-button-action-border-color-hover:transparent;--mfn-button-action-icon-color:#626262;--mfn-button-action-icon-color-hover:#626262;--mfn-button-action-box-shadow:unset}#Top_bar #logo,.header-transparent #Top_bar #logo{height:60px;line-height:60px;padding:15px 0}#Top_bar .menu>li>a{padding:15px 0}@media only screen and (max-width:767px){.mobile-header-mini #Top_bar #logo{height:50px!important;line-height:50px!important;margin:5px 0}}.image_frame{border-width:0}.mfn-live-search-box .mfn-live-search-list{max-height:300px}input[type=email],input[type=password],input[type=text]{border-width:0 0 2px;box-shadow:unset;resize:none}@media only screen and (min-width:1240px){body:not(.header-simple) #Top_bar #menu{display:block!important}.menuo-no-borders #Top_bar .menu>li>a span{border-width:0!important}.menuo-right #Top_bar .menu_wrapper{float:right}}@media only screen and (max-width:1239px){#Top_bar #menu{display:none;height:auto;width:300px;bottom:auto;top:100%;right:1px;position:absolute;margin:0}#Top_bar a.responsive-menu-toggle{display:block}#Top_bar #menu>ul{width:100%;float:left}#Top_bar #menu ul li{width:100%;padding-bottom:0;border-right:0;position:relative}#Top_bar #menu ul li a{padding:0 25px;margin:0;display:block;height:auto;line-height:normal;border:none}#Top_bar #menu ul li a:not(.menu-toggle):after{display:none}#Top_bar #menu ul li a span{border:none;line-height:44px;display:inline;padding:0}#Top_bar #menu ul li a span:after{display:none!important}}form input.display-none{display:none!important}.um-modal-close{display:block;position:fixed;right:0;top:0;font-size:24px;text-decoration:none!important;color:#fff!important;padding:0 10px}.um-modal-body{min-height:3px;padding:20px;box-sizing:border-box!important;width:100%;background:#fff;-moz-border-radius:0 0 3px 3px;-webkit-border-radius:0 0 3px 3px;border-radius:0 0 3px 3px}.um-modal-body.photo{-moz-border-radius:3px;-webkit-border-radius:3px;border-radius:3px;box-shadow:0 0 0 1px rgba(0,0,0,.1),0 0 0 1px rgba(255,255,255,.12) inset;background:#888;padding:0}[class^=um-faicon-]:before{font-family:FontAwesome!important;font-style:normal!important;font-weight:400!important;font-variant:normal!important;text-transform:none!important;speak:none;line-height:1;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale}.um-faicon-times:before{content:"\f00d"}.fixed-nav{bottom:80px}#Top_bar .menu>li>a span:not(.description){padding:0 8px}#Top_bar #logo img{vertical-align:middle;max-height:90%}#Top_bar .logo{float:left;margin:0 10px 0 5px}.tnp-subscription input[type=submit]{width:100%;box-sizing:border-box;background-color:#e9e9e9;border-style:solid;border-radius:8px!important;border-width:0;padding:16px;margin:0 auto 0 0;font-size:15px;line-height:1.5;height:auto;color:#fff;border-color:transparent;font-weight:700}:root{--wpforms-field-border-radius:3px;--wpforms-field-border-style:solid;--wpforms-field-border-size:1px;--wpforms-field-background-color:#fff;--wpforms-field-border-color:rgba(0,0,0,.25);--wpforms-field-border-color-spare:rgba(0,0,0,.25);--wpforms-field-text-color:rgba(0,0,0,.7);--wpforms-field-menu-color:#fff;--wpforms-label-color:rgba(0,0,0,.85);--wpforms-label-sublabel-color:rgba(0,0,0,.55);--wpforms-label-error-color:#d63637;--wpforms-button-border-radius:3px;--wpforms-button-border-style:none;--wpforms-button-border-size:1px;--wpforms-button-background-color:#066aab;--wpforms-button-border-color:#066aab;--wpforms-button-text-color:#fff;--wpforms-page-break-color:#066aab;--wpforms-background-image:none;--wpforms-background-position:center center;--wpforms-background-repeat:no-repeat;--wpforms-background-size:cover;--wpforms-background-width:100px;--wpforms-background-height:100px;--wpforms-background-color:rgba(0,0,0,0);--wpforms-background-url:none;--wpforms-container-padding:0px;--wpforms-container-border-style:none;--wpforms-container-border-width:1px;--wpforms-container-border-color:#000;--wpforms-container-border-radius:3px;--wpforms-field-size-input-height:43px;--wpforms-field-size-input-spacing:15px;--wpforms-field-size-font-size:16px;--wpforms-field-size-line-height:19px;--wpforms-field-size-padding-h:14px;--wpforms-field-size-checkbox-size:16px;--wpforms-field-size-sublabel-spacing:5px;--wpforms-field-size-icon-size:1;--wpforms-label-size-font-size:16px;--wpforms-label-size-line-height:19px;--wpforms-label-size-sublabel-font-size:14px;--wpforms-label-size-sublabel-line-height:17px;--wpforms-button-size-font-size:17px;--wpforms-button-size-height:41px;--wpforms-button-size-padding-h:15px;--wpforms-button-size-margin-top:10px;--wpforms-container-shadow-size-box-shadow:none}.path{fill:none;stroke:#000;stroke-miterlimit:10;stroke-width:1.5px}.path{fill:none;stroke:#000;stroke-miterlimit:10;stroke-width:1.5px}#mfn-popup-template-1707 .mfn-popup-tmpl-content{background-color:;box-shadow:inset 0px 0px 0px 0px 0;--mfn-exitbutton-size:100px;--mfn-exitbutton-font-size:27px;border-radius:9px;--mfn-popup-tmpl-offset:0px;height:400px}#mfn-popup-template-1707 .exit-mfn-popup-abs{border-radius:6px}#mfn-popup-template-1707 .mfn-popup-tmpl-content .mfn-popup-tmpl-content-wrapper{padding:0}#mfn-popup-template-1707.mfn-popup-tmpl-custom-width .mfn-popup-tmpl-content{width:740px}#mfn-popup-template-1707:before{background-color:#828282}#mfn-popup-template-3846 .mfn-popup-tmpl-content{background-color:rgba(247,247,247,.77);--mfn-exitbutton-font-size:50px;--mfn-exitbutton-size:73px;border-radius:23px}#mfn-popup-template-3846 .exit-mfn-popup-abs{border-radius:16px;color:#404040;top:-28px;--mfn-exitbutton-offset-horizontal:-26px}.path{fill:none;stroke:#333;stroke-miterlimit:10;stroke-width:1.5px}.path{fill:none;stroke:#333;stroke-miterlimit:10;stroke-width:1.5px}#mfn-popup-template-3990 .mfn-popup-tmpl-content{border-radius:0;background-color:rgba(255,255,255,0);--mfn-popup-tmpl-offset:45px;--mfn-exitbutton-size:44px;--mfn-exitbutton-font-size:50px;height:700px}#mfn-popup-template-3990 .mfn-popup-tmpl-content .mfn-popup-tmpl-content-wrapper{padding:0}#mfn-popup-template-3990:before{background-color:rgba(206,206,206,.39)}#mfn-popup-template-3990 .exit-mfn-popup-abs{top:-17px}#mfn-popup-template-3990.mfn-popup-tmpl-custom-width .mfn-popup-tmpl-content{width:600px}#mfn-popup-template-4089 .mfn-popup-tmpl-content{background-color:rgba(255,255,255,0);--mfn-exitbutton-size:51px;--mfn-exitbutton-font-size:31px;border-radius:25px;--mfn-popup-tmpl-offset:0px}#mfn-popup-template-4089 .exit-mfn-popup-abs{background-color:#fff;top:10px;--mfn-exitbutton-offset-horizontal:10px}#mfn-popup-template-4089:before{background-color:rgba(241,241,241,.36)}#mfn-popup-template-4089 .mfn-popup-tmpl-content .mfn-popup-tmpl-content-wrapper{padding:42px}#mfn-popup-template-4091 .mfn-popup-tmpl-content .mfn-popup-tmpl-content-wrapper{padding:35px}#mfn-popup-template-4091 .mfn-popup-tmpl-content{border-radius:25px;background-color:rgba(255,255,255,0);--mfn-exitbutton-size:30px;--mfn-exitbutton-font-size:30px;--mfn-popup-tmpl-offset:0px;height:950px}#mfn-popup-template-4091:before{background-color:rgba(205,205,205,.27)}#mfn-popup-template-4091 .exit-mfn-popup-abs{background-color:rgba(255,255,255,0);top:6px;--mfn-exitbutton-offset-horizontal:20px;border-radius:7px}#mfn-popup-template-4093 .mfn-popup-tmpl-content{background-color:rgba(255,255,255,0);--mfn-popup-tmpl-offset:0px;--mfn-exitbutton-font-size:27px}#mfn-popup-template-4093:before{background-color:rgba(223,223,223,.4)}#mfn-popup-template-4093 .exit-mfn-popup-abs{top:20px;--mfn-exitbutton-offset-horizontal:20px;color:#03a9f4}#mfn-popup-template-4093 .mfn-popup-tmpl-content .mfn-popup-tmpl-content-wrapper{padding:52px}#mfn-popup-template-4094 .mfn-popup-tmpl-content 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Artem Boiko: From Mining to Data Management in Construction
171 The construction industry is entering an era of fundamental change. Conclusion 10 June 2025
173 Data-Driven Construction Glossary 10 June 2025
My name is Art e m Bo i ko. My journey on the construction site started in 2007 – with a job as a miner at an oil shale mine, in my hometown, while studying at the Mining University, specializing in mine and underground construction. On the back cover of this book you can see an explosionist in the face where we mined and blasted hundreds of cubes of oil shale. My career has taken me in many different directions, from working as a mine and subway construction worker to industrial climber, roofing and elevator installer. I have had the honor of participating in projects of various scales: from construction of private houses to large industrial facilities in different regions of the world.
Over time, my work has shifted from physical construction to information management and digital processes. Since 2013, I have worked in various positions in small, medium and large construction companies in several regions of Germany, from planner to data management manager. As far as data management is concerned, my experience consists of working with data in various ERP systems , CAD (BIM ) , MEP , FEM, CMS. I have been involved in optimization, process automation as well as analysis, machine learning, data processing in the planning, calculation and execution phases of construction works in industrial, residential, infrastructure and utility construction companies.
I have been working with open source software and open data since 2003. During this time I have realized many web projects – from websites and online stores to full-fledged web applications using open source solutions and open CMS. These platforms, similar in many ways to modern building ERPs, have modular architecture, high adaptability and accessibility. This experience laid the foundation for my professional approach – a focus on open source technologies and a culture of collaborative development. Respect for open source and the free exchange of knowledge is something I strive to promote in the construction industry. My work to improve data accessibility in the construction industry has translated into the creation of several social media communities to discuss data openness and the use of Open Source in construction, as well as the launch of several startups developing solutions to provide access to data from various closed systems and platforms.
My contribution to the professional community is through participation as a speaker at conferences covering CAD interoperability (BIM) , ERP , 4D-5D, LLM Machine Learning and Artificial Intelligence , as well as articles published in European construction industry publications. One of my notable achievements is the creation of the “History of BIM” ( А . Boiko, “BIM History Map,” 2024) , a comprehensive map of important software solutions for data management in the construction industry. My 7-part article series “BIM Development and Lobbying Games”, translated into several languages, has been widely recognized as an attempt to illuminate the hidden dynamics of digital standards.
This is how I went from mining rock – to mining and systematizing construction data. I am always open to professional dialog, new ideas and joint projects. I will gratefully accept any feedback and look forward to your messages or seeing you among my social media followers. Thank you so much for reading this book to the end! I would be happy if this book helps you better understand the topic of data in the construction industry .
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UNLOCK THE POWER OF DATA IN CONSTRUCTION Dive into the world of data-driven construction with this accessible guide, perfect for professionals and novices alike. From the basics of data management to cutting-edge trends in digital transformation, this book will be your comprehensive guide to using data in the construction industry.
10 June 2025
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The construction industry is entering an era of fundamental change. From the first records on clay tablets to the massive amounts of digital data flowing from […]
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For a long time, construction companies have been making money on non-transparent processes. The main business model was speculation – overestimating the cost of materials, scope […]
About 10,000 years ago, in the Neolithic era, mankind made a revolutionary transition in its development, abandoning the nomadic lifestyle in favor of sedentary life, which led to the appearance of the first primitive buildings...
The first documentary evidence in construction dates back to the period of pyramid building, around 3000-4000 BC (“Papyrus, 3rd century B.C. Language is Greek,” 2024). Since then, the keeping of written records has facilitated and...
At the heart of any process is the transformation of past experience into a tool for planning the future. Experience in the modern sense is a structured set of data, the analysis of which allows...
For millennia, the amount of information recorded in construction has barely changed, but it has grown rapidly in recent decades (Fig. 1.1-5). According to the PwC study® “Managed Data. What Students Need to Succeed in...
The era of modern digital data storage and processing began with the advent of magnetic tape in the 1950s, which opened up the possibility of storing and utilizing large amounts of information. The next breakthrough...
Today’s companies are faced with the need to integrate multiple data management systems. Selecting data management systems, managing these systems well, and integrating disparate data sources is becoming critical to business performance. In the mid-2020s,...
The process of integrating data into applications and databases relies on the aggregation of information from a variety of sources, including different departments and specialists (Fig. 1.2-4). Specialists search for relevant data, process it, and...
The construction industry is experiencing an unprecedented information explosion. If we think of business as a knowledge tree (Fig. 1.2-5) fed by data, the current stage of digitalization can be compared to the rapid growth...
In the last two years, 90% of all existing data in the world has been created (B. Marr, “How much data do we create every day? The Mind-Blowing Stats Everyone Should Read,” 2018). As of...
In recent years, more and more companies are outsourcing data storage to cloud services. For example, if a company hosts half of its data in the cloud, at an average price of $0.015 per gigabyte...
The evolution of data in construction is a journey from clay tablets to modern modular platforms. The challenge today is not to collect information, but to create a framework that turns disparate and diverse data...
Whether it is large corporations or medium-sized companies, specialists are daily engaged in filling program systems and databases with various interfaces with multiformat information (Fig. 3.2-1), which, with the help of managers, must interact with...
Today, most companies are facing a paradox: about 80% of their daily processes still rely on classic structured data – familiar Excel spreadsheets and relational databases (RDBMS) (М. Shacklett, “Structured and unstructured data: Key differences,”...
Data in information systems are organized in different ways – depending on the tasks and requirements for storing, processing and transmitting information. The key difference between the types of data models, the form in which...
One of the key challenges faced by construction companies during digitalization is limited access to data. This makes it difficult to integrate systems, reduces the quality of information and complicates the organization of efficient processes....
The construction industry was one of the last to address the problem of closed and proprietary data. Unlike other sectors of the economy, digitalization has been slow to develop here. The reasons for this include...
The construction industry is undergoing a shift that cannot be monetized in the usual way. The concept of data-driven, data-centric approach and the use of Open Source tools is leading to a rethinking of the...
While in past decades business sustainability was largely determined by the choice of software solutions and dependence on specific vendors, in today’s digital economy the key factor is data quality and the ability to work...
The emergence of Large Language Models (LLMs) was a natural extension of the movement towards structured open data and the Open Source philosophy. When data becomes organized, accessible and machine-readable, the next step is a...
Big language models (ChatGPT, LlaMa, Mistral, Claude, DeepSeek, QWEN, Grok) are neural networks trained on huge amounts of textual data from the Internet, books, articles and other sources. Their main task is to understand the...
The appearance of the first chat-LLMs in 2022 marked a new stage in the development of artificial intelligence. However, immediately after the widespread adoption of these models, a legitimate question arose: how secure is it...
Modern tools allow companies to deploy a large language model (LLM) locally in just a few hours. This gives complete control over data and infrastructure, eliminating dependence on external cloud services and minimizing the risk...
The next stage in the evolution of LLM application in business is the integration of models with actual real-time corporate data. This approach is called RAG (Retrieval-Augmented Generation) – Retrieval-Augmented Generation. In this architecture, the...
When diving into the world of automation, data analysis, and artificial intelligence – especially when working with large language models (LLMs) – it is critical to choose the right integrated development environment (IDE). This IDE...
Pandas occupies a special place in the world of data analysis and automation. It is one of the most popular and widely used libraries of the Python programming language(“Python Packages Download Stats,” 2024), designed to...
DataFrame is the central structure in the Pandas library, which is a two-dimensional table (Fig. 3.4-6) where rows correspond to individual objects or records and columns correspond to their characteristics, parameters, or categories. This structure...
In this part, we reviewed the key types of data used in the construction industry, got acquainted with different formats of their storage and analyzed the role of modern tools, including LLM and IDEs, in...
In the era of the data-driven economy, data is becoming the basis for decision-making rather than an obstacle. Instead of constantly adapting information to each new system and its formats, companies are increasingly striving to...
One of the most common tasks in construction projects is to process specifications in PDF format. To demonstrate the transition from unstructured data to a structured format, let’s consider a practical example: extracting a table...
In addition to PDF documents with tables (Fig. 4.1-2) and scanned versions of tabular forms (Fig. 4.1-5), a significant part of information in project documentation is presented in text form. It can be both coherent...
Structuring and categorizing CAD data (BIM) is more challenging because data stored from CAD (BIM) databases are almost always in closed or complex parametric formats, often combining geometric data elements (semi-structured) and metainformation elements (semi-structured...
From 2024, the design and construction industry is undergoing a significant technological shift in the use and processing of data. Instead of free access to design data, CAD -system vendors are focusing on promoting the...
Today’s design data architecture is undergoing fundamental changes. The industry is moving away from bulky, isolated models and closed formats towards more flexible, machine-readable structures focused on analytics, integration and process automation. However, the transition...
Effective data management requires a clear standardization strategy. Only with clear requirements for data structure and quality can data validation be automated, manual operations reduced and informed decision making accelerated at all stages of a...
As the number of digital systems within companies grows, so does the need for data consistency between them. Managers responsible for different IT systems often find themselves unable to keep up with the increasing volume...
In the context of digitalization and automation of inspection and processing processes, a special role is played by classification systems elements – a kind of “digital dictionaries” that ensure uniformity in the description and parameterization...
Historically, construction element and work classifiers have evolved in three generations, each reflecting the level of available technology and the current needs of the industry in a particular time period (Fig. 4.2-8): First generation (early...
Effective management of data (structured and categorized by us earlier) is impossible without a well thought-out storage and processing structure. To ensure access and consistency of information at the storage and processing stages, companies use...
Having a data model and description of entities through parameters, we are ready to create databases – storages, where we will store information coming after the structuring stage on specific processes. Let’s try to create...
With data becoming one of the key strategic assets, companies need to do more than just collect and store information correctly – it is important to learn how to manage data systematically. The Center of...