Open-source AI toolkit for heavy civil and underground utility construction — estimating, scheduling, proposals, and more.

AI-based early detection of subcontractor performance deterioration on DOT roadway projects. Links subcontractor shortages to liquidated damages and develops GC mitigation strategies to prevent cascade failures. Motivation: “Early detection could have prevented $395,006 in damages.”