Due Diligence: Faster with AI Lease Abstraction

Accelerate acquisition due diligence with Lextract. Abstract entire lease stacks in minutes, verify rent rolls automatically, and detect lease-level risks before closing.

By Angel Campa, Founder · Updated March 2026

The Problem

Acquisition due diligence requires abstracting 10 to 50 leases within days to verify rent rolls, assess tenant credit risk, and identify lease-level issues that could affect property valuation. Manual abstraction under these timelines is error-prone and expensive. Analysts often resort to spot-checking a handful of leases rather than reviewing the full stack, leaving material risks undiscovered until after closing. A single overlooked below-market renewal option can cost hundreds of thousands in lost revenue.

How Lextract Helps

Lextract processes an entire acquisition lease stack in under an hour, extracting 125+ structured fields per lease including all rent, escalation, renewal, and operating expense data. Automated red flag detection surfaces risks across every lease — not just the ones an analyst had time to review manually. The structured export feeds directly into Argus or Excel underwriting models, eliminating transcription errors between lease documents and financial analysis.

Manual Process

40-80 hours for 10 leases

With Lextract

Under 30 minutes

Time Saved

98% time reduction

Step-by-Step Workflow

1

Upload Data Room Leases

Batch upload all tenant leases from the seller data room. Lextract handles scanned PDFs, inconsistent formatting, and poor scan quality via AWS Textract OCR.

2

Verify Rent Roll

Compare extracted base rents, commencement dates, expiration dates, and escalation schedules against the seller-provided rent roll to identify discrepancies.

3

Review Red Flags

Examine automatically detected red flags across all leases — missing CAM caps, absent termination options, aggressive holdover rates, and other valuation risks.

4

Assess Tenant Risk

Review lease term lengths, guaranty provisions, security deposits, and renewal options to evaluate tenant credit and retention risk.

5

Export for Underwriting

Download structured data as Excel for integration with financial models, Argus, or investment committee memo templates.

Critical Fields for Due Diligence

Red Flags to Watch

Who Uses This

Related Use Cases

Frequently Asked Questions

Can Lextract handle the poor-quality scans typically found in data rooms?

Yes. Lextract uses AWS Textract, an enterprise-grade OCR engine, to process scanned documents with skewed pages, low resolution, and inconsistent formatting. Confidence scores on each extracted field indicate where scan quality may have affected accuracy.

How does Lextract compare to hiring a third-party abstraction firm?

Third-party abstraction firms typically charge $150 to $500 per lease and require 5 to 10 business days for delivery. Lextract costs $20 per lease and delivers results in under 3 minutes. For a 20-lease acquisition, that is $400 vs. $3,000-$10,000, delivered in 30 minutes vs. 1-2 weeks.

Does Lextract replace the need for legal review during due diligence?

No. Lextract provides structured data extraction and risk flagging to accelerate and inform legal review, but it does not provide legal advice. Attorneys should still review key provisions, particularly where red flags are detected or confidence scores are low.

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Start your due diligence with Lextract

Upload your lease PDF and get 125+ structured fields extracted in minutes. Perfect for due diligence. Just $20 per lease.

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