90% faster modeling
AI agent for Structured Finance Analysts
AI agent for Structured Finance Analysts
AI agent for Structured Finance Analysts
AI agent for Structured Finance Analysts
From asset tapes to cash flow models in hours
From asset tapes to cash flow models in hours
From asset tapes to cash flow models in hours
From asset tapes to cash flow models in hours
Delegate the extraction and normalization of loan-level data to a specialized AI agent. It reads asset tapes in any format, extracts collateral characteristics, validates data integrity, and populates your cash flow models with clean, structured data ready for waterfall analysis.

Ideal for
Structured Finance Teams
ABS Analysts
Securitization Groups

See AI agent for Structured Finance Analysts in action
Play video

Auto Loan ABS Analysis
See AI agent for Structured Finance Analysts in action
Play video

See AI agent for Structured Finance Analysts in action
Play video
Time comparison
Traditional way
3-5 days
With V7 Go agents
2-4 hours
Average time saved
90%
Why V7 Go
Automated Loan-Level Extraction
Reads asset tapes in any format and extracts critical loan characteristics including principal balance, interest rate, maturity date, FICO score, LTV ratio, and payment history for thousands of loans simultaneously.
Automated Loan-Level Extraction
Reads asset tapes in any format and extracts critical loan characteristics including principal balance, interest rate, maturity date, FICO score, LTV ratio, and payment history for thousands of loans simultaneously.
Collateral Pool Normalization
Standardizes inconsistent data formats across different originators and servicers, mapping diverse field names and structures into a unified schema ready for cash flow modeling and waterfall analysis.
Collateral Pool Normalization
Standardizes inconsistent data formats across different originators and servicers, mapping diverse field names and structures into a unified schema ready for cash flow modeling and waterfall analysis.
Data Quality Validation
Identifies missing fields, outlier values, and data inconsistencies that could compromise model accuracy, flagging loans that require manual review before inclusion in the collateral pool.
Data Quality Validation
Identifies missing fields, outlier values, and data inconsistencies that could compromise model accuracy, flagging loans that require manual review before inclusion in the collateral pool.
Stratification Analysis
Automatically segments the collateral pool by credit score bands, vintage, geography, loan size, and other key characteristics to support tranche structuring and investor reporting requirements.
Stratification Analysis
Automatically segments the collateral pool by credit score bands, vintage, geography, loan size, and other key characteristics to support tranche structuring and investor reporting requirements.
Weighted Average Calculations
Computes pool-level statistics including weighted average coupon, weighted average maturity, weighted average FICO, and other key metrics that drive pricing and credit enhancement decisions.
Weighted Average Calculations
Computes pool-level statistics including weighted average coupon, weighted average maturity, weighted average FICO, and other key metrics that drive pricing and credit enhancement decisions.
Model-Ready Output
Delivers clean, structured data in formats that integrate directly with Intex, Bloomberg ABS, or custom Excel cash flow models, eliminating manual data transfer and reducing modeling cycle time.
Model-Ready Output
Delivers clean, structured data in formats that integrate directly with Intex, Bloomberg ABS, or custom Excel cash flow models, eliminating manual data transfer and reducing modeling cycle time.
Processes any asset tape format
To deliver model-ready collateral data.
Get started



Import your files
Microsoft Excel
,
Snowflake
,
Tableau
Import your files from whereever they are currently stored
All types of Finance documents supported
Once imported our system extracts and organises the essentials
Precision AI
AI for multi-billion dollar workflows
V7 built the Operating System for financial decisions. A new standard for institutional intelligence built for high-stakes financial decisions.
Precision AI
AI for multi-billion dollar workflows
V7 built the Operating System for financial decisions. A new standard for institutional intelligence built for high-stakes financial decisions.
Precision AI
AI for multi-billion dollar workflows
V7 built the Operating System for financial decisions. A new standard for institutional intelligence built for high-stakes financial decisions.
Features
Features
Results you can actually trust.
Reliable AI document processing toolkit.
Results you can trust.
Trustworthy AI document processing toolkit.
Supporting complex documents.
Up to 200 pages.
Asset tapes come in countless formats from different servicers and originators. This agent handles everything from modern Excel files with complex formulas to legacy CSV exports and scanned PDF reports, extracting loan data regardless of structure.
Input types
50+ languages
Legacy Formats
200 pages
Multi-modal
Document types
Excel Files
CSV Exports
Complex Tables
Nested Data
Multi-Tab Workbooks
Vendor_US.xlsx

12
Supply_2023.pptx

Review_Legal.pdf

Supporting complex documents.
Up to 200 pages.
Asset tapes come in countless formats from different servicers and originators. This agent handles everything from modern Excel files with complex formulas to legacy CSV exports and scanned PDF reports, extracting loan data regardless of structure.
Input types
50+ languages
Legacy Formats
200 pages
Multi-modal
Document types
Excel Files
CSV Exports
Complex Tables
Nested Data
Multi-Tab Workbooks
Vendor_US.xlsx

12
Supply_2023.pptx

Review_Legal.pdf

Reach 99% accuracy rate
through GenAI reasoning.
Cash flow models are only as good as the underlying collateral data. This agent uses multi-step validation to ensure loan balances, interest rates, and payment histories are extracted with precision, ready for waterfall analysis without manual correction.
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 GenAI reasoning.
Cash flow models are only as good as the underlying collateral data. This agent uses multi-step validation to ensure loan balances, interest rates, and payment histories are extracted with precision, ready for waterfall analysis without manual correction.
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 reality.
Verify every extracted data point instantly. Each loan characteristic, from FICO score to maturity date, is visually linked back to its exact cell in the source asset tape, providing complete transparency for model validation and investor due diligence.

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 reality.
Verify every extracted data point instantly. Each loan characteristic, from FICO score to maturity date, is visually linked back to its exact cell in the source asset tape, providing complete transparency for model validation and investor due diligence.

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 high-stake industries.
Asset tapes contain sensitive borrower information and proprietary deal structures. V7 Go processes all collateral data within your secure environment, ensuring compliance with data privacy regulations and protecting confidential transaction details.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries.
Asset tapes contain sensitive borrower information and proprietary deal structures. V7 Go processes all collateral data within your secure environment, ensuring compliance with data privacy regulations and protecting confidential transaction details.
Certifications
GPDR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
More agents
Explore more agents to help you
accelerate your structured finance workflows
More agents

Deal Agreement Analysis Agent
Automates covenant extraction from deal agreements to identify financial restrictions and compliance triggers.
Finance
•
Covenant Extraction
•
Threshold Identification
•
Amendment Tracking
Get ->

Deal Agreement Analysis Agent
Automates covenant extraction from deal agreements to identify financial restrictions and compliance triggers.
Finance
•
Covenant Extraction
•
Threshold Identification
•
Amendment Tracking
Get ->

AI Operational Due Diligence Agent
Automates operational due diligence by analyzing HR, IT, compliance, and vendor documents to flag risks.
Finance
•
Operational Risk Detection
•
IT Infrastructure Analysis
•
HR & Talent Assessment
Get ->

AI Operational Due Diligence Agent
Automates operational due diligence by analyzing HR, IT, compliance, and vendor documents to flag risks.
Finance
•
Operational Risk Detection
•
IT Infrastructure Analysis
•
HR & Talent Assessment
Get ->

AI Tear Sheet Generation Agent
Automatically generates formatted investment tear sheets from deal documents and financial data.
Finance
•
Automated Data Extraction
•
Template Formatting
•
Criteria Mapping
Get ->

AI Tear Sheet Generation Agent
Automatically generates formatted investment tear sheets from deal documents and financial data.
Finance
•
Automated Data Extraction
•
Template Formatting
•
Criteria Mapping
Get ->

AI Tax Compliance Agent
Automatically verifies tax compliance across invoices, contracts, and financial documents to prevent penalties.
Finance
•
Tax Code Verification
•
VAT Compliance Checking
•
Regulatory Requirement Mapping
Get ->

AI Tax Compliance Agent
Automatically verifies tax compliance across invoices, contracts, and financial documents to prevent penalties.
Finance
•
Tax Code Verification
•
VAT Compliance Checking
•
Regulatory Requirement Mapping
Get ->

AI Tax Due Diligence Agent
Automates tax due diligence to identify PE risks, transfer pricing issues, and compliance gaps in M&A transactions.
Finance
•
PE Risk Detection
•
Transfer Pricing Analysis
•
Entity Structure Mapping
Get ->

AI Tax Due Diligence Agent
Automates tax due diligence to identify PE risks, transfer pricing issues, and compliance gaps in M&A transactions.
Finance
•
PE Risk Detection
•
Transfer Pricing Analysis
•
Entity Structure Mapping
Get ->

AI Portfolio Reporting Agent
Automates portfolio performance reporting by consolidating data and generating custom reports.
Finance
•
Automated Portfolio Reporting
•
Performance Consolidation
•
Investor Reporting
Get ->

AI Portfolio Reporting Agent
Automates portfolio performance reporting by consolidating data and generating custom reports.
Finance
•
Automated Portfolio Reporting
•
Performance Consolidation
•
Investor Reporting
Get ->
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Enterprise-grade security
Your data stays yours—always. Work with one of the few AI companies that never trains on your data.
No training on your data
Encrypted end-to-end
Audited and penetration-tested
Fine-grained access controls
Inhouse security team
Audit logs across every workflow
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Enterprise-grade security
Your data stays yours—always. Work with one of the few AI companies that never trains on your data.
No training on your data
Encrypted end-to-end
Audited and penetration-tested
Fine-grained access controls
Inhouse security team
Audit logs across every workflow
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Enterprise-grade security
Your data stays yours—always. Work with one of the few AI companies that never trains on your data.
No training on your data
Encrypted end-to-end
Audited and penetration-tested
Fine-grained access controls
Inhouse security team
Audit logs across every workflow
Precision AI for Institutional Workflows
Build once.
Deploy across the team.
Improve over time.


