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.”
openai anomaly-detection civil-engineering construction-management early-warning heavy-civil roadway-construction subcontractor-management subcontractor-performance schedule-delay
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Updated
Oct 26, 2025