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.
By Angel Campa, Founder · Updated March 2026 · Saves 1–2 hours per tenant
Preparing estoppel certificates requires quickly pulling the key terms from the executed lease — tenant name, premise, rent, term, and option status — to confirm against the tenant's representations. Without extraction tooling, attorneys spend hours re-reading leases to populate each estoppel form.
Upload the executed lease and any amendments for each tenant requiring an estoppel.
Lextract extracts tenant name, premises, commencement date, expiration date, base rent, any pending rent modifications, security deposit amount, and option status.
Confirm that all amendments have been uploaded and that the option exercise status matches the current record.
Use the extracted data to populate the estoppel certificate form. Source page references allow the preparer to cite the specific lease clause for each representation.
Learn about the full integration between Lextract and Microsoft Excel, including supported export formats and critical fields.
View Microsoft Excel integration →Standard estoppel fields include tenant name, premises address and suite, lease date and commencement, current expiration date, base rent amount, security deposit, defaults status, and option rights. Lextract extracts all of these.
Lextract extracts default provisions and notice requirements from the lease document. Identifying whether a default is currently outstanding requires review beyond the lease text itself.
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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Upload your lease PDF and get 125+ structured fields ready to import into Microsoft Excel. Just $20 per lease — no subscription required.
Start Extracting — $20/lease