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GIGO in Infrastructure: Why Clean Data is Everything
By Mavryck | Dec 7, 2025
Bad data leads to flawed forecasts, incorrect reports, and delayed action—especially in high-stakes infrastructure projects.
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GIGO in Infrastructure: Why Clean Data is Everything
Bad data leads to flawed forecasts, incorrect reports, and delayed action—especially in high-stakes infrastructure projects.
Read more
Pattern Recognition in Construction: What Humans Miss, AI Catches
Project teams rely on manual updates, visual reviews, and static dashboards—missing patterns that AI can easily detect.
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Delays, access issues, and float erosion often go undetected until it's too late. An early warning system changes that.
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Reference Class Forecasting: How to Escape the Overconfidence Trap
Project teams often rely on gut instinct or one-size-fits-all assumptions—leading to unrealistic timelines and budgets.
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Indirect costs like standby labor, delays, and disputes often go unmeasured until it’s too late.
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Alliance and PDB models require data transparency, shared risk signals, and early alignment—Mavryck delivers that foundation.
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