90% faster deal analysis

AI Structured Finance Analysis Agent

From deal documents to validated models

Delegate the technical work of structured finance analysis to a specialized AI agent. It reads offering documents, extracts deal structures and cash flow mechanics, validates assumptions against market data, and populates your financial models with verified inputs, freeing your team to focus on investment strategy.

Ideal for

Fixed Income Analysts

Structured Products Teams

Asset Managers

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    Foobar logo
    ABL logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Brotherhood Mutual logo
    Mercedes-Benz logo
    Paige logo
    Roche logo
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
    Mercedes-Benz logo
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See AI Structured Finance Analysis Agent in action

Play video

  • Mercedes-Benz logo
    SMC  logo
    Mercedes-Benz logo
    Centerline logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Alaris logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Foobar logo
    ABL logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Brotherhood Mutual logo
    Mercedes-Benz logo
    Paige logo
    Roche logo
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
    Mercedes-Benz logo
    Mercedes-Benz logo

See AI Structured Finance Analysis Agent in action

Play video

  • Mercedes-Benz logo
    SMC  logo
    Mercedes-Benz logo
    Centerline logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Alaris logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Foobar logo
    ABL logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Brotherhood Mutual logo
    Mercedes-Benz logo
    Paige logo
    Roche logo
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
    Mercedes-Benz logo
    Mercedes-Benz logo

See AI Structured Finance Analysis Agent in action

Play video

RMBS Deal Analysis

  • Mercedes-Benz logo
    SMC  logo
    Mercedes-Benz logo
    Centerline logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Alaris logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Foobar logo
    ABL logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Brotherhood Mutual logo
    Mercedes-Benz logo
    Paige logo
    Roche logo
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
    Mercedes-Benz logo
    Mercedes-Benz logo

See AI Structured Finance Analysis Agent in action

Play video

Time comparison

Time comparison

Traditional way

3-4 weeks

With V7 Go agents

4-6 hours

Average time saved

90%

Why V7 Go

Why V7 Go

Automated Deal Structure Extraction

Parses offering documents to extract tranche hierarchies, subordination levels, coupon structures, and payment waterfalls into structured, model-ready formats.

Automated Deal Structure Extraction

Parses offering documents to extract tranche hierarchies, subordination levels, coupon structures, and payment waterfalls into structured, model-ready formats.

Automated Deal Structure Extraction

Parses offering documents to extract tranche hierarchies, subordination levels, coupon structures, and payment waterfalls into structured, model-ready formats.

Automated Deal Structure Extraction

Parses offering documents to extract tranche hierarchies, subordination levels, coupon structures, and payment waterfalls into structured, model-ready formats.

Cash Flow Mechanics Analysis

Identifies and extracts cash flow rules, prepayment assumptions, loss allocation methodologies, and trigger events that drive deal performance.

Cash Flow Mechanics Analysis

Identifies and extracts cash flow rules, prepayment assumptions, loss allocation methodologies, and trigger events that drive deal performance.

Cash Flow Mechanics Analysis

Identifies and extracts cash flow rules, prepayment assumptions, loss allocation methodologies, and trigger events that drive deal performance.

Cash Flow Mechanics Analysis

Identifies and extracts cash flow rules, prepayment assumptions, loss allocation methodologies, and trigger events that drive deal performance.

Assumption Validation & Benchmarking

Compares deal assumptions against historical performance data and market benchmarks, flagging outliers and non-standard terms that warrant deeper analysis.

Assumption Validation & Benchmarking

Compares deal assumptions against historical performance data and market benchmarks, flagging outliers and non-standard terms that warrant deeper analysis.

Assumption Validation & Benchmarking

Compares deal assumptions against historical performance data and market benchmarks, flagging outliers and non-standard terms that warrant deeper analysis.

Assumption Validation & Benchmarking

Compares deal assumptions against historical performance data and market benchmarks, flagging outliers and non-standard terms that warrant deeper analysis.

Multi-Document Synthesis

Consolidates information across offering documents, prospectuses, and supplemental materials to create a unified, comprehensive deal profile.

Multi-Document Synthesis

Consolidates information across offering documents, prospectuses, and supplemental materials to create a unified, comprehensive deal profile.

Multi-Document Synthesis

Consolidates information across offering documents, prospectuses, and supplemental materials to create a unified, comprehensive deal profile.

Multi-Document Synthesis

Consolidates information across offering documents, prospectuses, and supplemental materials to create a unified, comprehensive deal profile.

Model Population & Validation

Extracts all necessary inputs and automatically populates your financial models with verified data, reducing manual entry errors and accelerating analysis.

Model Population & Validation

Extracts all necessary inputs and automatically populates your financial models with verified data, reducing manual entry errors and accelerating analysis.

Model Population & Validation

Extracts all necessary inputs and automatically populates your financial models with verified data, reducing manual entry errors and accelerating analysis.

Model Population & Validation

Extracts all necessary inputs and automatically populates your financial models with verified data, reducing manual entry errors and accelerating analysis.

Auditable Analysis Trail

Every extracted data point and assumption is linked back to its source in the offering document, creating a complete audit trail for compliance and review.

Auditable Analysis Trail

Every extracted data point and assumption is linked back to its source in the offering document, creating a complete audit trail for compliance and review.

Auditable Analysis Trail

Every extracted data point and assumption is linked back to its source in the offering document, creating a complete audit trail for compliance and review.

Auditable Analysis Trail

Every extracted data point and assumption is linked back to its source in the offering document, creating a complete audit trail for compliance and review.

Extracts deal structures from any offering document

To populate your models with verified inputs.

Get started

Get started

Import your files

Microsoft Excel

,

Snowflake

,

Microsoft Sharepoint Online

Import your files from whereever they are currently stored

Customer voices

Customer voices

Connect AI to your deal analysis workflow.

Connect AI to your deal analysis workflow.

Turn offering documents into actionable investment insights.

Turn offering documents into actionable investment insights.

Finance

Legal

Insurance

Tax

Real Estate

Finance

Legal

Insurance

Tax

Real Estate

Finance

Legal

Insurance

Tax

Real Estate

Customer Voices

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.

Structured finance documents vary widely in format and presentation. This agent handles dense prospectuses, complex tables, embedded schedules, and supplemental materials. It extracts deal mechanics regardless of document structure or presentation style.

Input types

Complex Tables

Embedded Schedules

200 pages

Multi-modal

Document types

PDFs

Spreadsheets

Tables

Graphs

Loan-Level Data

Vendor_US.xlsx

3

Supply_2023.pptx

Review_Legal.pdf

Supporting complex documents.

Up to 200 pages.

Structured finance documents vary widely in format and presentation. This agent handles dense prospectuses, complex tables, embedded schedules, and supplemental materials. It extracts deal mechanics regardless of document structure or presentation style.

Input types

Complex Tables

Embedded Schedules

200 pages

Multi-modal

Document types

PDFs

Spreadsheets

Tables

Graphs

Loan-Level Data

Vendor_US.xlsx

3

Supply_2023.pptx

Review_Legal.pdf

Supporting complex documents.

Up to 200 pages.

Structured finance documents vary widely in format and presentation. This agent handles dense prospectuses, complex tables, embedded schedules, and supplemental materials. It extracts deal mechanics regardless of document structure or presentation style.

Input types

Complex Tables

Embedded Schedules

200 pages

Multi-modal

Document types

PDFs

Spreadsheets

Tables

Graphs

Loan-Level Data

Vendor_US.xlsx

3

Supply_2023.pptx

Review_Legal.pdf

Reach 99% accuracy rate

through GenAI reasoning.

Structured finance analysis demands precision. This agent uses multi-step verification to ensure deal structures, cash flow mechanics, and assumptions are extracted with exceptional accuracy, ready for immediate model population 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.

Structured finance analysis demands precision. This agent uses multi-step verification to ensure deal structures, cash flow mechanics, and assumptions are extracted with exceptional accuracy, ready for immediate model population 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.

Structured finance analysis demands precision. This agent uses multi-step verification to ensure deal structures, cash flow mechanics, and assumptions are extracted with exceptional accuracy, ready for immediate model population 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.

Every extracted deal term and assumption is visually linked back to its precise location in the offering document. This creates a complete, auditable record that your team can verify in seconds, eliminating uncertainty and supporting compliance reviews.

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.

Every extracted deal term and assumption is visually linked back to its precise location in the offering document. This creates a complete, auditable record that your team can verify in seconds, eliminating uncertainty and supporting compliance reviews.

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.

Every extracted deal term and assumption is visually linked back to its precise location in the offering document. This creates a complete, auditable record that your team can verify in seconds, eliminating uncertainty and supporting compliance reviews.

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.

Structured finance documents contain proprietary deal information and sensitive market data. V7 Go processes these materials within your secure environment, ensuring confidentiality and compliance with institutional data governance standards. Your information is never used for external model training.

Certifications

GDPR

SOC2

HIPAA

ISO

Safety

Custom storage

Data governance

Access-level permissions

Enterprise grade security

for high-stake industries.

Structured finance documents contain proprietary deal information and sensitive market data. V7 Go processes these materials within your secure environment, ensuring confidentiality and compliance with institutional data governance standards. Your information is never used for external model training.

Certifications

GDPR

SOC2

HIPAA

ISO

Safety

Custom storage

Data governance

Access-level permissions

Enterprise grade security

for high-stake industries.

Structured finance documents contain proprietary deal information and sensitive market data. V7 Go processes these materials within your secure environment, ensuring confidentiality and compliance with institutional data governance standards. Your information is never used for external model training.

Certifications

GPDR

SOC2

HIPAA

ISO

Safety

Custom storage

Data governance

Access-level permissions

More agents

More agents

Explore more agents to help you

Explore more agents to help you

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Answers

Answers

What you need to know about our

AI Structured Finance Analysis Agent

How does the agent handle complex tranche structures?

The agent uses multi-step reasoning to parse hierarchical tranche relationships, subordination rules, and payment priorities. It can handle traditional sequential-pay structures as well as complex pro-rata and hybrid arrangements.

+

How does the agent handle complex tranche structures?

The agent uses multi-step reasoning to parse hierarchical tranche relationships, subordination rules, and payment priorities. It can handle traditional sequential-pay structures as well as complex pro-rata and hybrid arrangements.

+

How does the agent handle complex tranche structures?

The agent uses multi-step reasoning to parse hierarchical tranche relationships, subordination rules, and payment priorities. It can handle traditional sequential-pay structures as well as complex pro-rata and hybrid arrangements.

+

Can it extract assumptions from unstructured narrative sections?

Yes. The agent reads both structured tables and narrative descriptions to identify key assumptions about prepayment speeds, default rates, loss severity, and other drivers embedded throughout offering documents.

+

Can it extract assumptions from unstructured narrative sections?

Yes. The agent reads both structured tables and narrative descriptions to identify key assumptions about prepayment speeds, default rates, loss severity, and other drivers embedded throughout offering documents.

+

Can it extract assumptions from unstructured narrative sections?

Yes. The agent reads both structured tables and narrative descriptions to identify key assumptions about prepayment speeds, default rates, loss severity, and other drivers embedded throughout offering documents.

+

How does it validate assumptions against market data?

The agent connects to your Knowledge Hub of historical performance data and market benchmarks. It compares deal assumptions against these baselines and flags deviations that may indicate risk or opportunity.

+

How does it validate assumptions against market data?

The agent connects to your Knowledge Hub of historical performance data and market benchmarks. It compares deal assumptions against these baselines and flags deviations that may indicate risk or opportunity.

+

How does it validate assumptions against market data?

The agent connects to your Knowledge Hub of historical performance data and market benchmarks. It compares deal assumptions against these baselines and flags deviations that may indicate risk or opportunity.

+

What formats can it populate?

The agent delivers structured data in JSON, Excel, or CSV formats that integrate directly with your financial models, valuation tools, and portfolio management systems.

+

What formats can it populate?

The agent delivers structured data in JSON, Excel, or CSV formats that integrate directly with your financial models, valuation tools, and portfolio management systems.

+

What formats can it populate?

The agent delivers structured data in JSON, Excel, or CSV formats that integrate directly with your financial models, valuation tools, and portfolio management systems.

+

How accurate is the extraction for complex securities?

The agent achieves high accuracy through multi-step verification workflows. Every extracted term is visually linked to its source, allowing your team to quickly verify critical assumptions before model population.

+

How accurate is the extraction for complex securities?

The agent achieves high accuracy through multi-step verification workflows. Every extracted term is visually linked to its source, allowing your team to quickly verify critical assumptions before model population.

+

How accurate is the extraction for complex securities?

The agent achieves high accuracy through multi-step verification workflows. Every extracted term is visually linked to its source, allowing your team to quickly verify critical assumptions before model population.

+

Can it handle multiple deal types?

The agent is designed to handle RMBS, CMBS, ABS, CLOs, and other structured products. It adapts to the unique mechanics and terminology of each asset class.

+

Can it handle multiple deal types?

The agent is designed to handle RMBS, CMBS, ABS, CLOs, and other structured products. It adapts to the unique mechanics and terminology of each asset class.

+

Can it handle multiple deal types?

The agent is designed to handle RMBS, CMBS, ABS, CLOs, and other structured products. It adapts to the unique mechanics and terminology of each asset class.

+

Next steps

Next steps

Still manually extracting deal structures from prospectuses?

Send us a recent offering document or prospectus. We'll show you how our agent extracts the deal structure and populates your model in hours.

Uncover hidden liabilities

in

supplier contracts.

V7 Go transforms documents into strategic assets. 150+ enterprises are already on board:

  • Mercedes-Benz logo
    SMC  logo
    Centerline logo
    Alaris logo

Uncover hidden liabilities

in

supplier contracts.

V7 Go transforms documents into strategic assets. 150+ enterprises are already on board:

  • Mercedes-Benz logo
    SMC  logo
    Centerline logo
    Alaris logo