AI agent for Structured Finance Analysts
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
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Auto Loan ABS Analysis
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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
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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."
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."
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."
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."
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."
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."
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."
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."
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."
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





