INNOVATION LAB
ProjectShield
Mega-Project Cost Intelligence
The Problem
90% of Mega-Projects Exceed Budget by 30-45%
Billion-dollar infrastructure projects consistently overrun budgets due to late detection of cost escalation, subcontractor risk, and cascading change order impacts that compound beyond initial estimates.
Systemic Cost Overruns
90% of mega-projects ($1B+) experience cost overruns averaging 30-45% of original budget, destroying project economics and investor returns.
$80-120M average overrun per project
Late Detection
Overruns are detected too late, triggering cascading delays and contractual penalties worth hundreds of millions by the time corrective action begins.
12-18 months average detection delay
Subcontractor Failures
Subcontractor failures on critical path activities derail entire project timelines. Financial distress signals are visible months before default.
35% of delays from subcontractor issues
Change Order Cascades
Change order cascading effects are systematically underestimated, compounding cost and schedule impacts across interdependent work packages.
3-5x actual vs. estimated impact
The Solution
Early Warning Intelligence for Mega-Projects
ProjectShield detects cost overruns 6-12 months before traditional earned-value analysis by monitoring procurement, labor, and material leading indicators alongside subcontractor financial health signals.
Early Warning System
Detects cost overruns 6-12 months before traditional earned-value analysis using leading indicators from procurement, labor, and material data.
Subcontractor Risk Scoring
Identifies at-risk subcontractors before they fail by analyzing financial health, past performance, and workforce signals.
Change Order Impact Prediction
Predicts cascading impact of change orders across schedule, cost, and interdependent work packages with network analysis.
Key Metrics
Interested in ProjectShield?
Contact our innovation team to explore mega-project cost intelligence.