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AI-Powered Agent

Rent Roll Parser

Transform any rent roll format into structured, analyzable data

Seconds

Processing Time

Excel, CSV, PDF

Supported Formats

12+

Auto-Calculated Metrics

Yes

Model-Ready Export

Capabilities

What It Does

Institutional-grade analysis powered by purpose-built AI.

Any Format, Any Source

Parses rent rolls from any property management system, broker package, or custom spreadsheet. Handles inconsistent layouts, merged cells, and multi-sheet workbooks.

Standardized Output

Converts every rent roll into a consistent, structured format with standardized field names - regardless of how the source data was organized.

Income & Occupancy Analysis

Automatically calculates total rental income, vacancy rate, weighted average lease term, and rent per square foot from extracted data.

Data Validation

Flags inconsistencies like overlapping lease dates, missing fields, rent amounts that don't match square footage, and duplicate tenant entries.

Export for Underwriting

Export standardized rent rolls as Excel or CSV, formatted for direct use in your underwriting models, analysis-software imports, or investment committee packages.

Process

How It Works

1

Upload Rent Roll

Upload a rent roll in Excel, CSV, or PDF format. The agent handles any layout, including multi-sheet workbooks and scanned documents.

2

AI Extracts & Standardizes

The agent identifies tenant names, suite numbers, square footage, lease dates, rent amounts, and escalation terms from the source data.

3

Review & Validate

Review the parsed data in a structured table. The agent flags inconsistencies and missing fields for your attention.

4

Export Standardized Data

Download the clean, standardized rent roll as Excel or CSV, ready for underwriting models or portfolio analysis.

Comparison

CREagentic vs Manual Process

Processing Time
CREagentic: Seconds
Manual: 2-4 hours
Format Handling
CREagentic: Any layout, any PMS
Manual: Reformat manually
Data Validation
CREagentic: Auto error detection
Manual: Manual spot-checks
Output Consistency
CREagentic: Standardized every time
Manual: Varies by analyst
Derived Metrics
CREagentic: Auto-calculated
Manual: Manual formulas

FAQ

Frequently Asked Questions

The agent supports Excel (.xlsx, .xls), CSV, and PDF rent rolls from any property management system including Yardi, MRI, RealPage, AppFolio, and custom formats. It handles inconsistent layouts, merged cells, multi-sheet workbooks, and even scanned documents.

The agent extracts tenant name, suite/unit number, square footage, lease start and end dates, base rent (monthly and annual), rent per SF, escalation terms, security deposit, and any additional charges. It also calculates derived metrics like vacancy rate and WALT.

The AI is trained to handle real-world rent rolls with merged cells, inconsistent naming, missing columns, and non-standard layouts. When data is ambiguous, it flags the specific cells for your review rather than guessing.

Yes. The standardized CSV export is designed to be imported into Excel-based underwriting models and other CRE analysis tools, including leading analysis software templates after you verify the column mapping. Column names and data types are consistent across every parsed rent roll.

The agent produces consistent structured output on standard rent roll formats. Every extracted field includes a confidence indicator, and the validation layer flags potential errors like overlapping lease dates or rent calculations that don't match. We recommend human review for final sign-off.

Ready to get started?

Create a free account and try Rent Roll Parser today. No credit card required.

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