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title: Closing Construction Loans With Confidence with ABA
---

![ABA Premier Partner Network](data:image/png;base64,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)

White paper · Pre-close due diligence

Closing Construction Loans With Confidence · For high-volume lenders

# Do we accept this risk?

Every construction loan comes down to that question. Here is how high-volume lenders answer it with evidence, before the loan closes — while an issue still costs a phone call rather than a stalled build or a legal dispute.

What You’ll Discover

- The 2 Qualifiers of RiskThe exact decisions on contractor capability and scope that account for 80% of project risk.
- Where Risk Actually HidesWhy clean application documents can disguise dangerous contradictions and cost you first-lien priority.
- 2 Hours vs. 5 DaysHow top lenders cut review times to hours and prevent pipeline drag.
- The 14-Point Self-AssessmentAn audit checklist to evaluate your team's current due diligence depth.

White paper

Closing  
Construction Loans  
With Confidence

For high-volume  
construction lenders

## Read the white paper

Tell us where to send the PDF.

9 in 10

Projects that exceed their original budget across construction broadly, with a 28% average overrun.1

~80%

Share of the risk that sits with builder quality, in our experience.2

<https://landgorilla.com>

Land Gorilla is the leading technology provider for financial institutions to make safe, fast, and profitable construction loans.

Sources

**1** McKinsey / Flyvbjerg et al. **2** Land Gorilla internal estimate.