90% faster modeling
AI agent for Structured Finance Analysts
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
Time comparison
Traditional way
3-5 days
With V7 Go agents
2-4 hours
Average time saved
90%
Why V7 Go
Processes any asset tape format
To deliver model-ready collateral data.



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
Connect AI to your securitization workflow.
Finance
•
Legal
•
Insurance
•
Tax
•
Real Estate
Answers
What you need to know about our
AI agent for Structured Finance Analysts
What types of asset classes can this agent handle?
The agent is designed to process asset tapes across all major ABS asset classes including auto loans, student loans, credit card receivables, equipment leases, residential mortgages, and commercial loans. It adapts to the unique data structures of each asset type.
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How does it handle inconsistent data formats from different servicers?
The agent uses intelligent field mapping to recognize common loan characteristics even when column headers, date formats, or value representations differ across servicers. It learns from your firm's historical asset tapes to improve mapping accuracy over time.
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Can it validate data against deal documents and servicing agreements?
Yes. The agent can cross-reference extracted loan data against eligibility criteria specified in the Pooling and Servicing Agreement, flagging any loans that fail to meet representation and warranty standards before pool finalization.
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How accurate is the extraction for complex loan structures?
The agent achieves high accuracy by using multi-step validation workflows. Every extracted data point is linked back to its source cell in the asset tape with Visual Grounding, allowing analysts to verify critical fields before model population.
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Does it work with legacy asset tapes in older formats?
Yes. The agent processes asset tapes regardless of age or format, including legacy Excel files with complex macros, CSV exports with non-standard delimiters, and scanned PDF reports from older servicing systems.
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What is the final output format?
The agent delivers structured output in your preferred format, typically a normalized Excel file or CSV that maps directly to your cash flow model inputs, along with a summary report of pool characteristics and data quality flags.
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Next steps
Still manually copying loan data from asset tapes?
Send us a sample asset tape from your last deal. We'll show you how our AI extracts and normalizes the collateral data in minutes instead of days.













