AI-Powered Lease Abstraction at Scale
A leading commercial real estate portfolio replaced weeks of manual lease review with LeaseIntel — an AI platform that extracts 55+ data categories from any document format in minutes, with 95% accuracy and human-in-the-loop verification.
Manual Abstraction Couldn't Scale
Processing thousands of complex commercial leases by hand meant growing backlogs, inconsistent data, and missed critical dates.
The AI Abstraction Pipeline
From document upload to portfolio insight — four steps, fully automated with human-in-the-loop verification.
Upload
Drag-and-drop upload or SharePoint sync. Any format — PDF, scanned image, or Word.
AI Extraction
Azure AI Document Intelligence reads every page, extracts 55+ data fields with confidence scoring.
Human Review
Dual-panel editor: original document on left, extracted fields on right. Low-confidence items flagged for review.
Portfolio Management
Approved abstractions flow into the portfolio dashboard for analytics, alerts, and reporting.
55+ Data Categories
From financial terms to legal clauses — every critical data point extracted, scored, and verified.
Financial Terms
- Base Rent
- Rent Escalations
- Security Deposit
- CAM Charges
- Operating Expenses
Key Dates
- Commencement
- Expiration
- Renewal Options
- Notice Deadlines
- Rent Adjustment Dates
Property Details
- Premises Address
- Rentable SF
- Usable SF
- Floor/Suite
- Parking Rights
Legal Clauses
- Assignment Rights
- Subletting Terms
- Default Provisions
- Insurance Requirements
- Indemnification
Inside LeaseIntel
Enterprise-grade AI abstraction with the review experience lease administrators actually want.
AI Abstraction Engine
Azure AI Document Intelligence combined with Azure OpenAI extracts 55+ data categories from any lease format — scanned, digital, or handwritten annotations.
- 55+ data field extraction
- Confidence scoring per field
- Multi-format support (PDF, scan, Word)
Dual-Panel Editor
Side-by-side view of the original document and extracted data. Click any field to highlight the source text. Edit, approve, or flag for secondary review.
- Source text highlighting
- Inline field editing
- Review workflow & approval
Amendment Tracking
Automatically detects and links amendments to parent leases. Tracks what changed, when, and by whom — maintaining a chronological audit trail.
- Auto-linking to parent lease
- Change detection & diff view
- Chronological audit trail
Portfolio Analytics
Interactive dashboards showing lease expirations, rent escalations, critical dates, and portfolio-wide KPIs with drill-down capabilities.
- Expiration timeline views
- Rent escalation tracking
- Critical date alerting
Measurable Outcomes
LeaseIntel transformed lease administration from a bottleneck into a competitive advantage.
The AI abstraction platform has fundamentally changed how we manage our lease portfolio. What used to take our team weeks now happens in minutes — with higher accuracy and complete audit trails. The ROI was evident within the first month of deployment.
18 Weeks to Full Production
An aggressive but phased rollout that began delivering value from the very first sprint.
Technology Stack
Azure AI services power the intelligence. SharePoint provides document management. .NET and React deliver the experience.
Frequently Asked Questions
How long did it take to deploy?
What was the team composition?
How does AI accuracy compare to manual abstraction?
Can the platform handle lease amendments?
What document formats are supported?
Ready to Automate Lease Abstraction?
Let's discuss how AI-powered document intelligence can transform your lease administration — faster processing, higher accuracy, and complete portfolio visibility.