90% faster data extraction
AI Property Data Extraction Agent
From spreadsheets to structured data in minutes
Delegate property data extraction to a specialized AI agent. It reads rent rolls, operating statements, lease agreements, and property documents, then automatically extracts financial metrics, tenant information, and lease terms into clean, structured formats ready for your analysis.

Ideal for
Real Estate Analysts
Property Managers
Investment Teams

See AI Property Data Extraction Agent in action
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See AI Property Data Extraction Agent in action
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Portfolio Data Extraction
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Time comparison
Time comparison
Traditional way
6-8 hours per property
With V7 Go agents
15-20 minutes
Average time saved
90%
Why V7 Go
Why V7 Go
Automated Rent Roll Parsing
Instantly extracts tenant names, lease commencement dates, expiration dates, rental rates, and lease status from complex rent rolls, regardless of format or layout.
Automated Rent Roll Parsing
Instantly extracts tenant names, lease commencement dates, expiration dates, rental rates, and lease status from complex rent rolls, regardless of format or layout.
Automated Rent Roll Parsing
Instantly extracts tenant names, lease commencement dates, expiration dates, rental rates, and lease status from complex rent rolls, regardless of format or layout.
Automated Rent Roll Parsing
Instantly extracts tenant names, lease commencement dates, expiration dates, rental rates, and lease status from complex rent rolls, regardless of format or layout.
Operating Statement Analysis
Automatically pulls revenue, operating expenses, NOI, and other financial metrics from operating statements and converts them into standardized formats for modeling.
Operating Statement Analysis
Automatically pulls revenue, operating expenses, NOI, and other financial metrics from operating statements and converts them into standardized formats for modeling.
Operating Statement Analysis
Automatically pulls revenue, operating expenses, NOI, and other financial metrics from operating statements and converts them into standardized formats for modeling.
Operating Statement Analysis
Automatically pulls revenue, operating expenses, NOI, and other financial metrics from operating statements and converts them into standardized formats for modeling.
Lease Term Extraction
Identifies and extracts critical lease provisions including renewal options, escalation clauses, tenant improvement allowances, and termination rights from lease documents.
Lease Term Extraction
Identifies and extracts critical lease provisions including renewal options, escalation clauses, tenant improvement allowances, and termination rights from lease documents.
Lease Term Extraction
Identifies and extracts critical lease provisions including renewal options, escalation clauses, tenant improvement allowances, and termination rights from lease documents.
Lease Term Extraction
Identifies and extracts critical lease provisions including renewal options, escalation clauses, tenant improvement allowances, and termination rights from lease documents.
Multi-Format Document Handling
Processes rent rolls in Excel, PDF, or image format; operating statements from various sources; and lease documents with inconsistent layouts and structures.
Multi-Format Document Handling
Processes rent rolls in Excel, PDF, or image format; operating statements from various sources; and lease documents with inconsistent layouts and structures.
Multi-Format Document Handling
Processes rent rolls in Excel, PDF, or image format; operating statements from various sources; and lease documents with inconsistent layouts and structures.
Multi-Format Document Handling
Processes rent rolls in Excel, PDF, or image format; operating statements from various sources; and lease documents with inconsistent layouts and structures.
Data Quality Validation
Flags inconsistencies, missing data, and outliers in extracted information, ensuring data integrity before it populates your valuation models.
Data Quality Validation
Flags inconsistencies, missing data, and outliers in extracted information, ensuring data integrity before it populates your valuation models.
Data Quality Validation
Flags inconsistencies, missing data, and outliers in extracted information, ensuring data integrity before it populates your valuation models.
Data Quality Validation
Flags inconsistencies, missing data, and outliers in extracted information, ensuring data integrity before it populates your valuation models.
Direct Model Integration
Delivers extracted data in formats compatible with Argus, Excel, and other property analysis tools, eliminating manual reformatting and reducing errors.
Direct Model Integration
Delivers extracted data in formats compatible with Argus, Excel, and other property analysis tools, eliminating manual reformatting and reducing errors.
Direct Model Integration
Delivers extracted data in formats compatible with Argus, Excel, and other property analysis tools, eliminating manual reformatting and reducing errors.
Direct Model Integration
Delivers extracted data in formats compatible with Argus, Excel, and other property analysis tools, eliminating manual reformatting and reducing errors.
Extracts data from any property document
To populate your valuation models instantly.
Get started
Get started
Import your files
Google Sheets
,
Microsoft Excel
,
Google Drive
Import your files from whereever they are currently stored
All types of Real Estate documents supported
Once imported our system extracts and organises the essentials
Customer voices
Customer voices
Connect AI to your property analysis.
Connect AI to your property analysis.
Extract data faster and analyze more deals.
Extract data faster and analyze more deals.
Finance
•
Legal
•
Insurance
•
Tax
•
Real Estate
Finance
•
Legal
•
Insurance
•
Tax
•
Real Estate
Finance
•
Legal
•
Insurance
•
Tax
•
Real Estate
Customer Voices
Industrial equipment sales
Read the full story
Industrial equipment sales
Read the full story
Insurance
We have six assessors. Before V7 Go, each would process around 15 claims a day, about 90 in total. With V7 Go, we’re expecting that to rise to around 20 claims per assessor, which adds up to an extra 30 claims a day. That’s the equivalent of two additional full-time assessors. Beyond the cost savings, there’s real reputational gains from fewer errors and faster turnaround times.
Read the full story
Insurance
We have six assessors. Before V7 Go, each would process around 15 claims a day, about 90 in total. With V7 Go, we’re expecting that to rise to around 20 claims per assessor, which adds up to an extra 30 claims a day. That’s the equivalent of two additional full-time assessors. Beyond the cost savings, there’s real reputational gains from fewer errors and faster turnaround times.
Read the full story
Real Estate
Prior to V7, people using the software were manually inputting data. Now it’s so much faster because it just reads it for them. On average, it saves our customers 45 minutes to an hour of work, and it’s more accurate.
Read the full story
Real Estate
Prior to V7, people using the software were manually inputting data. Now it’s so much faster because it just reads it for them. On average, it saves our customers 45 minutes to an hour of work, and it’s more accurate.
Read the full story
Industrial equipment sales
Read the full story
Insurance
We have six assessors. Before V7 Go, each would process around 15 claims a day, about 90 in total. With V7 Go, we’re expecting that to rise to around 20 claims per assessor, which adds up to an extra 30 claims a day. That’s the equivalent of two additional full-time assessors. Beyond the cost savings, there’s real reputational gains from fewer errors and faster turnaround times.
Read the full story
Real Estate
Prior to V7, people using the software were manually inputting data. Now it’s so much faster because it just reads it for them. On average, it saves our customers 45 minutes to an hour of work, and it’s more accurate.
Read the full story
Finance
“Whenever I think about hiring, I first try to do it in V7 Go.” Discover how HITICCO uses V7 Go agents to accelerate and enrich their prospect research.
Read the full story
Finance
The experience with V7 has been fantastic. Very customized level of support. You feel like they really care about your outcome and objectives.
Read the full story
Features
Features
Results you can actually trust.
Reliable AI document processing toolkit.
Results you can trust.
Trustworthy AI document processing toolkit.
Supporting complex property documents.
From any source or format.
Property documents come in countless formats. This agent handles rent rolls in Excel or PDF, operating statements from various sources, scanned leases with handwritten notes, and property reports with complex tables. It extracts data regardless of layout or structure.
Input types
Scanned Documents
Complex Tables
Multiple Formats
Handwritten Notes
Document types
PDFs
Excel Spreadsheets
Tables
Images
Scans
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Supporting complex property documents.
From any source or format.
Property documents come in countless formats. This agent handles rent rolls in Excel or PDF, operating statements from various sources, scanned leases with handwritten notes, and property reports with complex tables. It extracts data regardless of layout or structure.
Input types
Scanned Documents
Complex Tables
Multiple Formats
Handwritten Notes
Document types
PDFs
Excel Spreadsheets
Tables
Images
Scans
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Supporting complex property documents.
From any source or format.
Property documents come in countless formats. This agent handles rent rolls in Excel or PDF, operating statements from various sources, scanned leases with handwritten notes, and property reports with complex tables. It extracts data regardless of layout or structure.
Input types
Scanned Documents
Complex Tables
Multiple Formats
Handwritten Notes
Document types
PDFs
Excel Spreadsheets
Tables
Images
Scans
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Reach 99% accuracy rate
through intelligent validation.
Property data accuracy is critical for valuation. This agent uses multi-step validation to ensure dates, rates, and financial figures are extracted correctly. Every data point is verified against source documents and flagged if confidence is low.
Model providers

Security note
V7 never trains models on your private data. We keep your data encrypted and allow you to deploy your own models.
Answer
Type
Text
Tool
o4 Mini
Reasoning effort
Min
Low
Mid
High
AI Citations
Inputs
Set a prompt (Press @ to mention an input)
Reach 99% accuracy rate
through intelligent validation.
Property data accuracy is critical for valuation. This agent uses multi-step validation to ensure dates, rates, and financial figures are extracted correctly. Every data point is verified against source documents and flagged if confidence is low.
Model providers

Security note
V7 never trains models on your private data. We keep your data encrypted and allow you to deploy your own models.
Answer
Type
Text
Tool
o4 Mini
Reasoning effort
Min
Low
Mid
High
AI Citations
Inputs
Set a prompt (Press @ to mention an input)
Reach 99% accuracy rate
through intelligent validation.
Property data accuracy is critical for valuation. This agent uses multi-step validation to ensure dates, rates, and financial figures are extracted correctly. Every data point is verified against source documents and flagged if confidence is low.
Model providers

Security note
V7 never trains models on your private data. We keep your data encrypted and allow you to deploy your own models.
Answer
Type
Text
Tool
o4 Mini
Reasoning effort
Min
Low
Mid
High
AI Citations
Inputs
Set a prompt (Press @ to mention an input)
Trustworthy results,
grounded in source documents.
Every extracted data point is visually linked back to its precise location in the source document. This creates a complete audit trail, allowing you to verify any figure instantly and defend your analysis with confidence.

Visual grounding in action
00:54
Deliberate Misrepresentation: During the trial, evidence was presented showing that John Doe deliberately misrepresented his income on multiple occasions over several years. This included falsifying documents, underreporting income, and inflating deductions to lower his tax liability. Such deliberate deception demonstrates intent to evade taxes.
Pattern of Behavior: The prosecution demonstrated a consistent pattern of behavior by John Doe, spanning several years, wherein he consistently failed to report substantial portions of his income. This pattern suggested a systematic attempt to evade taxes rather than mere oversight or misunderstanding.
Concealment of Assets: Forensic accounting revealed that John Doe had taken significant steps to conceal his assets offshore, including setting up shell companies and using complex financial structures to hide income from tax authorities. Such elaborate schemes indicate a deliberate effort to evade taxes and avoid detection.
Failure to Cooperate: Throughout the investigation and trial, John Doe displayed a lack of cooperation with tax authorities. He refused to provide requested documentation, obstructed the audit process, and failed to disclose relevant financial information. This obstructionism further supported the prosecution's argument of intentional tax evasion.
Prior Warning and Ignoring Compliance

02
01
01
02
Trustworthy results,
grounded in source documents.
Every extracted data point is visually linked back to its precise location in the source document. This creates a complete audit trail, allowing you to verify any figure instantly and defend your analysis with confidence.

Visual grounding in action
00:54
Deliberate Misrepresentation: During the trial, evidence was presented showing that John Doe deliberately misrepresented his income on multiple occasions over several years. This included falsifying documents, underreporting income, and inflating deductions to lower his tax liability. Such deliberate deception demonstrates intent to evade taxes.
Pattern of Behavior: The prosecution demonstrated a consistent pattern of behavior by John Doe, spanning several years, wherein he consistently failed to report substantial portions of his income. This pattern suggested a systematic attempt to evade taxes rather than mere oversight or misunderstanding.
Concealment of Assets: Forensic accounting revealed that John Doe had taken significant steps to conceal his assets offshore, including setting up shell companies and using complex financial structures to hide income from tax authorities. Such elaborate schemes indicate a deliberate effort to evade taxes and avoid detection.
Failure to Cooperate: Throughout the investigation and trial, John Doe displayed a lack of cooperation with tax authorities. He refused to provide requested documentation, obstructed the audit process, and failed to disclose relevant financial information. This obstructionism further supported the prosecution's argument of intentional tax evasion.
Prior Warning and Ignoring Compliance

02
01
01
02
Trustworthy results,
grounded in source documents.
Every extracted data point is visually linked back to its precise location in the source document. This creates a complete audit trail, allowing you to verify any figure instantly and defend your analysis with confidence.

Visual grounding in action
00:54
Deliberate Misrepresentation: During the trial, evidence was presented showing that John Doe deliberately misrepresented his income on multiple occasions over several years. This included falsifying documents, underreporting income, and inflating deductions to lower his tax liability. Such deliberate deception demonstrates intent to evade taxes.
Pattern of Behavior: The prosecution demonstrated a consistent pattern of behavior by John Doe, spanning several years, wherein he consistently failed to report substantial portions of his income. This pattern suggested a systematic attempt to evade taxes rather than mere oversight or misunderstanding.
Concealment of Assets: Forensic accounting revealed that John Doe had taken significant steps to conceal his assets offshore, including setting up shell companies and using complex financial structures to hide income from tax authorities. Such elaborate schemes indicate a deliberate effort to evade taxes and avoid detection.
Failure to Cooperate: Throughout the investigation and trial, John Doe displayed a lack of cooperation with tax authorities. He refused to provide requested documentation, obstructed the audit process, and failed to disclose relevant financial information. This obstructionism further supported the prosecution's argument of intentional tax evasion.
Prior Warning and Ignoring Compliance

02
01
01
02
Enterprise grade security
for sensitive property data.
Property documents contain sensitive financial and operational information. V7 Go processes all data within your secure environment, adhering to enterprise security standards. Your property data is never shared or used for external purposes.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for sensitive property data.
Property documents contain sensitive financial and operational information. V7 Go processes all data within your secure environment, adhering to enterprise security standards. Your property data is never shared or used for external purposes.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for sensitive property data.
Property documents contain sensitive financial and operational information. V7 Go processes all data within your secure environment, adhering to enterprise security standards. Your property data is never shared or used for external purposes.
Certifications
GPDR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
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•
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Answers
Answers
What you need to know about our
AI Property Data Extraction Agent
How accurate is the data extraction from rent rolls?
The agent achieves high accuracy by using multi-step validation workflows that cross-reference data points and flag anomalies. Every extracted figure is linked to its source location in the original document, allowing for quick verification.
+
How accurate is the data extraction from rent rolls?
The agent achieves high accuracy by using multi-step validation workflows that cross-reference data points and flag anomalies. Every extracted figure is linked to its source location in the original document, allowing for quick verification.
+
How accurate is the data extraction from rent rolls?
The agent achieves high accuracy by using multi-step validation workflows that cross-reference data points and flag anomalies. Every extracted figure is linked to its source location in the original document, allowing for quick verification.
+
Can it handle rent rolls in different formats?
Yes. The agent processes rent rolls in Excel spreadsheets, PDFs, scanned images, and even handwritten documents. It adapts to different column layouts and naming conventions automatically.
+
Can it handle rent rolls in different formats?
Yes. The agent processes rent rolls in Excel spreadsheets, PDFs, scanned images, and even handwritten documents. It adapts to different column layouts and naming conventions automatically.
+
Can it handle rent rolls in different formats?
Yes. The agent processes rent rolls in Excel spreadsheets, PDFs, scanned images, and even handwritten documents. It adapts to different column layouts and naming conventions automatically.
+
What lease information can it extract?
The agent extracts lease commencement and expiration dates, rental rates, escalation clauses, renewal options, tenant improvement allowances, operating expense pass-throughs, and termination provisions.
+
What lease information can it extract?
The agent extracts lease commencement and expiration dates, rental rates, escalation clauses, renewal options, tenant improvement allowances, operating expense pass-throughs, and termination provisions.
+
What lease information can it extract?
The agent extracts lease commencement and expiration dates, rental rates, escalation clauses, renewal options, tenant improvement allowances, operating expense pass-throughs, and termination provisions.
+
How does it handle inconsistent or messy data?
The agent is built for real-world property documents. It normalizes inconsistent formatting, handles missing data gracefully, and flags items that require human review before populating your models.
+
How does it handle inconsistent or messy data?
The agent is built for real-world property documents. It normalizes inconsistent formatting, handles missing data gracefully, and flags items that require human review before populating your models.
+
How does it handle inconsistent or messy data?
The agent is built for real-world property documents. It normalizes inconsistent formatting, handles missing data gracefully, and flags items that require human review before populating your models.
+
Can it work with our existing valuation models?
Absolutely. The agent delivers data in formats compatible with Argus, Excel, and other standard property analysis tools. We can customize the output schema to match your specific model requirements.
+
Can it work with our existing valuation models?
Absolutely. The agent delivers data in formats compatible with Argus, Excel, and other standard property analysis tools. We can customize the output schema to match your specific model requirements.
+
Can it work with our existing valuation models?
Absolutely. The agent delivers data in formats compatible with Argus, Excel, and other standard property analysis tools. We can customize the output schema to match your specific model requirements.
+
Is property data kept confidential?
Yes. V7 Go processes all property documents within your secure environment with enterprise-grade security. Your data is never shared or used for external purposes.
+
Is property data kept confidential?
Yes. V7 Go processes all property documents within your secure environment with enterprise-grade security. Your data is never shared or used for external purposes.
+
Is property data kept confidential?
Yes. V7 Go processes all property documents within your secure environment with enterprise-grade security. Your data is never shared or used for external purposes.
+
Next steps
Next steps
Still manually transcribing rent rolls into spreadsheets?
Send us a sample rent roll and operating statement. We'll show you how our agent extracts all the data in minutes.
Uncover hidden liabilities
in
supplier contracts.
V7 Go transforms documents into strategic assets. 150+ enterprises are already on board:
Uncover hidden liabilities
in
supplier contracts.
V7 Go transforms documents into strategic assets. 150+ enterprises are already on board: