AI Lease Abstraction Accuracy: Benchmarks and What to Expect
What accuracy can you realistically expect from AI lease abstraction tools? We break down field-level accuracy rates, where AI excels, where it struggles, and how to validate output.
The static percentage by which rent increases annually, if applicable.
By Angel Campa, Founder · Updated March 2026
A fixed escalation rate compounds over the lease term, and small differences create large cost impacts. On a $200,000/year base rent over 10 years, a 3% escalation results in $2.29 million total rent, while a 4% escalation totals $2.40 million -- an $110,000 difference from just one percentage point. Extracting this rate precisely is critical for financial projections, lease comparison analyses, and ASC 842 straight-line rent calculations.
Located in the "Rent Adjustments" or "Escalation" clause, typically stated as "Base Rent shall increase by X% on each anniversary of the Rent Commencement Date." Also reflected in the rent schedule exhibit.
Lextract uses a combination of AWS Textract OCR and Claude AI to identify and extract the fixed escalation % from your lease PDF. The AI searches for all pages of the document, then assigns a confidence score based on OCR quality and extraction certainty. Fields with lower confidence are flagged for human review.
Annual Base Rent
The total base rent payable for the first full lease year.
Payment Frequency
The interval at which rent is due.
Escalation Type
The methodology used to increase rent over the term.
CPI Index Used
The specific inflation index utilized for variable escalations.
Percentage Rent Rate
The percentage of gross sales payable to the landlord.
Breakpoint Amount
The gross sales threshold that triggers percentage rent obligations.
Fixed escalation rates typically range from 2% to 4% per year, with 3% being the most common. In high-demand markets, landlords may push for 3.5% to 4%. During low-inflation periods, tenants can sometimes negotiate rates as low as 2%.
Most fixed escalation rates compound, meaning each year's increase is calculated on the previous year's rent, not the original base rent. This compounding effect accelerates growth, so a 3% compounding escalation grows faster than a flat $0.90/RSF annual bump.
What accuracy can you realistically expect from AI lease abstraction tools? We break down field-level accuracy rates, where AI excels, where it struggles, and how to validate output.
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