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Multi-Pass AI Extraction

Lease Abstraction Software Built for CAM Reconciliation

CapVeri's multi-pass AI extracts the nine lease fields that drive CAM billing accuracy — base year, gross-up threshold, pro-rata share, caps, and exclusions — from any PDF, with every field linked to its exact clause number.

Definition

Lease abstraction software extracts key contractual terms from commercial lease PDFs — including base year, pro-rata share, gross-up threshold, CAM caps, and expense exclusions — and converts them into structured data. CAM-specific tools link each extracted field to the exact lease clause so that downstream reconciliation math is audit-defensible.

How CapVeri Abstracts a Lease

Three steps from PDF upload to audit-ready reconciliation.

Step 1

Upload Lease PDF

Upload any commercial lease — native PDF or scanned document. The document-reader pipeline handles image-based files. No template required.

Step 2

AI Extracts CAM Fields

A multi-pass pipeline extracts the nine CAM-critical fields, assigning a confidence score to each and citing the exact clause number so you can verify in seconds.

Step 3

Verify and Reconcile

Review flagged fields, approve the extraction, then run the full CAM reconciliation against your GL export. Every figure traces to a GL entry and a lease clause.

The 9 CAM-Critical Fields CapVeri Extracts

General lease abstraction tools capture broad portfolio terms. CapVeri extracts specifically the fields that determine whether your CAM bill is correct.

CAM-critical lease abstraction fields
FieldExample Value
Lease TypeNNN, Modified Gross, Full Service
Base Year / Expense Stop2022, $8.50/SF
Gross-Up Threshold95% occupancy
Pro-Rata Share & Denominator63.54% of 87,200 RSF
Controllable / Uncontrollable SplitTaxes + insurance excluded from cap
CAM Cap Structure5% cumulative on controllables
Expense ExclusionsCapEx, debt service, above-market mgmt fee
Management Fee Cap3% of gross revenues
Audit Rights Window12 months after statement delivery

Each field is linked to the exact section number in the lease. Confidence scores below 80% are flagged for human review.

Lease Abstraction Software Comparison: CapVeri vs. Visual Lease vs. LeaseQuery

Most lease abstraction tools were built for portfolio management or lease accounting, not CAM reconciliation math.

Lease abstraction software comparison
CriterionManualVisual LeaseLeaseQueryCapVeri
AI-powered extractionNoneTemplate-basedAccounting-focusedMulti-pass AI with confidence scores
Accuracy guaranteeDepends on analystNo public guaranteeNo public guaranteeClause-level citations for every field
Setup timeN/A (ongoing labor)Weeks to monthsWeeks to monthsUpload and go — no implementation
Cost$200–$800/lease in laborEnterprise pricing (custom quote)Enterprise pricing (custom quote)From $99.50/mo with LAUNCH50
CAM reconciliation integrationSeparate spreadsheet processLease admin onlyASC 842 accounting focusIntegrated — same workflow
BOMA 2024 complianceManual interpretationNot specializedNot specializedBuilt-in BOMA 2024 field mapping
Scanned PDF supportYes (manual reading)LimitedLimitedYes — document-reader OCR fallback

Why Inaccurate Lease Abstraction Causes CAM Errors

Wrong gross-up threshold

Applying 90% when the lease says 95% understates the normalized expense pool. At $500K of variable expenses and 78% occupancy, that single field drives a $14,000 billing error.

Misread pro-rata denominator

Many leases define the denominator as total leasable RSF, not total building RSF. Using the wrong number inflates every tenant's pro-rata share for the life of the lease.

Missing expense exclusions

If CapEx, depreciation, or above-market management fees are left in the recoverable pool, tenants are paying for costs they have no lease obligation to cover — a common dispute trigger.

CAM cap applied to wrong pool

Caps apply only to controllable expenses. Applying a 5% cap to total CAM (including taxes and insurance) understates recoveries. Ignoring the cap entirely overbills tenants.

What Landlords Get from CapVeri Extraction

10-minute turnaround

Vs. 4–8 hours of manual abstraction per lease — no paralegal, no outsourcing queue.

Clause-level citations

Every extracted field links to the section number in the lease. One click to verify in the original document.

Audit-defensible output

Each CAM figure in the reconciliation traces back to a GL line item and a specific lease clause — ready for tenant audit requests.

Integrated reconciliation

Extracted fields feed directly into the CAM calculation engine. No re-keying, no spreadsheet hand-off.

Conflict detection

CapVeri flags fields that conflict with each other — e.g., a cumulative cap applied to a non-cumulative base — before the reconciliation runs.

Scanned PDF support

The document-reader pipeline handles image-based leases and low-quality scans. Confidence scores identify which fields need human review.

Frequently Asked Questions

What is lease abstraction software?

Lease abstraction software extracts key terms from commercial lease documents — including base year, pro-rata share, gross-up threshold, CAM caps, expense exclusions, and audit rights — and converts them into structured, machine-readable data. Purpose-built tools for CAM reconciliation also link each extracted field to the exact clause number in the lease.

Which lease fields does CapVeri extract for CAM reconciliation?

CapVeri extracts the nine fields most critical to CAM billing accuracy: lease type, base year and base year amount, gross-up threshold (e.g., 95%), pro-rata share and denominator definition, controllable/uncontrollable expense split, CAM cap structure (cumulative vs. non-cumulative), expense exclusions, management fee cap, and tenant audit rights window.

How is CapVeri different from general lease abstraction tools like Leasecake or LeasePilot?

General lease abstraction tools capture broad lease terms for portfolio visibility. CapVeri's extraction is specifically engineered for CAM reconciliation math: every extracted field feeds directly into the reconciliation calculation, is cited to its exact lease clause, and flags conflicts that would cause billing errors. It is not a lease management system — it is a financial accuracy tool.

Can CapVeri process scanned or image-based lease PDFs?

Yes. CapVeri processes image-based and low-quality scanned PDFs through a document-reader pipeline before running the multi-pass extraction workflow. The extraction quality is flagged by confidence score so you can prioritize manual review for low-confidence fields.

Does CapVeri integrate with Yardi or MRI for lease data?

CapVeri uses an anti-integration approach: instead of direct API connections, it ingests CSV and Excel exports from Yardi Voyager, MRI Software, AppFolio, and other property management systems. This eliminates integration costs and works with any system version, including legacy on-premise deployments.

What is the best AI lease abstraction software for commercial real estate?

The best AI lease abstraction software depends on your use case. For CAM reconciliation specifically, CapVeri is purpose-built: its multi-pass AI extracts the nine fields that drive billing accuracy (base year, gross-up threshold, pro-rata share, caps, exclusions) and cites the exact clause number for each. General-purpose tools like Visual Lease and LeaseQuery focus on portfolio management and ASC 842 compliance respectively, but lack CAM-specific extraction and integrated reconciliation workflows.

How does lease abstraction automation reduce CAM billing errors?

Lease abstraction automation eliminates the manual re-keying errors that cause CAM billing disputes. When a paralegal misreads a gross-up threshold (e.g., 90% instead of 95%) or uses the wrong pro-rata denominator, the error compounds across every tenant for the life of the lease. Automated extraction with clause-level citations lets property managers verify each field against the source document in seconds, catching errors before they reach the reconciliation calculation.

How much does lease abstraction software cost?

Enterprise lease abstraction platforms like Visual Lease and LeaseQuery require custom quotes and multi-week implementations. Manual outsourcing costs $200-$800 per lease in labor. CapVeri's self-serve packages start at $99.50/month with LAUNCH50, with no implementation timeline - upload a lease PDF and get extracted fields in minutes.

Need full-scope lease abstraction beyond CAM-specific terms?

lextract.io extracts 126 structured fields from any commercial lease PDF — covering the complete lease data set for tenant reps, lease admins, and CRE law firms. CapVeri focuses on the nine CAM-critical fields; lextract.io covers the full lease from commencement date to renewal options to assignment rights.

Abstract Your First Lease Free

Upload a lease PDF and see every CAM-critical field extracted, cited to its clause number, and ready to feed into the reconciliation — in minutes. Volume-based pricing starts at $249.50/month for larger portfolios.