90% faster valuation

AI MSR Valuation Agent

From weeks of tape analysis to hours of trading

Delegate the tedious work of loan tape analysis to a specialized AI agent. It extracts loan characteristics, models prepayment behavior, calculates portfolio metrics, and delivers a complete valuation package—freeing your traders to focus on market strategy and deal execution.

Ideal for

MSR Traders

Portfolio Managers

Mortgage Bankers

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See AI MSR Valuation Agent in action

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    Mercedes-Benz logo
    Mercedes-Benz logo
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    Paige logo
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See AI MSR Valuation 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
    Mercedes-Benz logo
    Foobar logo
    ABL logo
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    Mercedes-Benz logo
    Brotherhood Mutual logo
    Mercedes-Benz logo
    Paige logo
    Roche logo
    Mercedes-Benz logo
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See AI MSR Valuation Agent in action

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MSR Portfolio Valuation

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    Mercedes-Benz logo
    Foobar logo
    ABL logo
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    Mercedes-Benz logo
    Brotherhood Mutual logo
    Mercedes-Benz logo
    Paige logo
    Roche logo
    Mercedes-Benz logo
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See AI MSR Valuation Agent in action

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Time comparison

Time comparison

Traditional way

2-3 weeks

With V7 Go agents

2-4 hours

Average time saved

90%

Why V7 Go

Why V7 Go

Automated Loan Characteristic Extraction

Instantly parses loan tapes to extract borrower profiles, loan terms, rates, balances, and prepayment history. Handles multiple tape formats and standardizes data for consistent analysis.

Automated Loan Characteristic Extraction

Instantly parses loan tapes to extract borrower profiles, loan terms, rates, balances, and prepayment history. Handles multiple tape formats and standardizes data for consistent analysis.

Automated Loan Characteristic Extraction

Instantly parses loan tapes to extract borrower profiles, loan terms, rates, balances, and prepayment history. Handles multiple tape formats and standardizes data for consistent analysis.

Automated Loan Characteristic Extraction

Instantly parses loan tapes to extract borrower profiles, loan terms, rates, balances, and prepayment history. Handles multiple tape formats and standardizes data for consistent analysis.

Prepayment Speed Modeling

Models CPR and SMM based on loan characteristics, current rate environment, and historical prepayment patterns. Generates scenario analysis across rate curves.

Prepayment Speed Modeling

Models CPR and SMM based on loan characteristics, current rate environment, and historical prepayment patterns. Generates scenario analysis across rate curves.

Prepayment Speed Modeling

Models CPR and SMM based on loan characteristics, current rate environment, and historical prepayment patterns. Generates scenario analysis across rate curves.

Prepayment Speed Modeling

Models CPR and SMM based on loan characteristics, current rate environment, and historical prepayment patterns. Generates scenario analysis across rate curves.

Portfolio Valuation Calculation

Calculates present value of cash flows, effective duration, and key-rate durations. Produces valuation metrics ready for trading and risk management systems.

Portfolio Valuation Calculation

Calculates present value of cash flows, effective duration, and key-rate durations. Produces valuation metrics ready for trading and risk management systems.

Portfolio Valuation Calculation

Calculates present value of cash flows, effective duration, and key-rate durations. Produces valuation metrics ready for trading and risk management systems.

Portfolio Valuation Calculation

Calculates present value of cash flows, effective duration, and key-rate durations. Produces valuation metrics ready for trading and risk management systems.

Bulk Portfolio Processing

Analyzes portfolios with thousands of loans simultaneously. Completes in hours what would take a team of analysts weeks to accomplish manually.

Bulk Portfolio Processing

Analyzes portfolios with thousands of loans simultaneously. Completes in hours what would take a team of analysts weeks to accomplish manually.

Bulk Portfolio Processing

Analyzes portfolios with thousands of loans simultaneously. Completes in hours what would take a team of analysts weeks to accomplish manually.

Bulk Portfolio Processing

Analyzes portfolios with thousands of loans simultaneously. Completes in hours what would take a team of analysts weeks to accomplish manually.

Scenario and Sensitivity Analysis

Automatically generates valuations across multiple rate scenarios and prepayment assumptions. Identifies portfolio sensitivities and hedging requirements.

Scenario and Sensitivity Analysis

Automatically generates valuations across multiple rate scenarios and prepayment assumptions. Identifies portfolio sensitivities and hedging requirements.

Scenario and Sensitivity Analysis

Automatically generates valuations across multiple rate scenarios and prepayment assumptions. Identifies portfolio sensitivities and hedging requirements.

Scenario and Sensitivity Analysis

Automatically generates valuations across multiple rate scenarios and prepayment assumptions. Identifies portfolio sensitivities and hedging requirements.

Auditable Valuation Trail

Every valuation component is traceable back to source loan data. Provides complete documentation for compliance, audit, and trading desk review.

Auditable Valuation Trail

Every valuation component is traceable back to source loan data. Provides complete documentation for compliance, audit, and trading desk review.

Auditable Valuation Trail

Every valuation component is traceable back to source loan data. Provides complete documentation for compliance, audit, and trading desk review.

Auditable Valuation Trail

Every valuation component is traceable back to source loan data. Provides complete documentation for compliance, audit, and trading desk review.

Extracts and values loan portfolios

To deliver complete MSR analysis in hours.

Customer voices

Customer voices

Connect AI to your valuation process.

Connect AI to your valuation process.

Trade faster with complete portfolio intelligence.

Trade faster with complete portfolio intelligence.

Finance

Legal

Insurance

Tax

Real Estate

Finance

Legal

Insurance

Tax

Real Estate

Finance

Legal

Insurance

Tax

Real Estate

Customer Voices

Industrial equipment sales

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.

Read the full story

Industrial equipment sales

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.

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

Features

Features

Results you can actually trust.
Reliable AI document processing toolkit.

Results you can trust.
Trustworthy AI document processing toolkit.

Supporting complex data.

From any source.

Loan tapes come in many formats from different servicers and aggregators. This agent handles Fannie Mae, Freddie Mac, Ginnie Mae, and custom formats. It parses complex spreadsheets, extracts nested data, and standardizes everything for consistent analysis.

Input types

Multiple Tape Formats

Complex Tables

Large Datasets

Nested Structures

Document types

Excel Files

CSV Files

Database Exports

Text Files

JSON Data

Vendor_US.xlsx

3

Supply_2023.pptx

Review_Legal.pdf

Supporting complex data.

From any source.

Loan tapes come in many formats from different servicers and aggregators. This agent handles Fannie Mae, Freddie Mac, Ginnie Mae, and custom formats. It parses complex spreadsheets, extracts nested data, and standardizes everything for consistent analysis.

Input types

Multiple Tape Formats

Complex Tables

Large Datasets

Nested Structures

Document types

Excel Files

CSV Files

Database Exports

Text Files

JSON Data

Vendor_US.xlsx

3

Supply_2023.pptx

Review_Legal.pdf

Supporting complex data.

From any source.

Loan tapes come in many formats from different servicers and aggregators. This agent handles Fannie Mae, Freddie Mac, Ginnie Mae, and custom formats. It parses complex spreadsheets, extracts nested data, and standardizes everything for consistent analysis.

Input types

Multiple Tape Formats

Complex Tables

Large Datasets

Nested Structures

Document types

Excel Files

CSV Files

Database Exports

Text Files

JSON Data

Vendor_US.xlsx

3

Supply_2023.pptx

Review_Legal.pdf

Reach 99% accuracy rate

through multi-step validation.

In MSR valuation, precision is critical. This agent uses multi-step workflows to ensure loan characteristics are extracted correctly, prepayment models are properly calibrated, and valuations are mathematically sound. Every calculation is validated against source data.

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 multi-step validation.

In MSR valuation, precision is critical. This agent uses multi-step workflows to ensure loan characteristics are extracted correctly, prepayment models are properly calibrated, and valuations are mathematically sound. Every calculation is validated against source data.

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 multi-step validation.

In MSR valuation, precision is critical. This agent uses multi-step workflows to ensure loan characteristics are extracted correctly, prepayment models are properly calibrated, and valuations are mathematically sound. Every calculation is validated against source data.

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 data.

Every valuation component is traceable back to source loan data. Prepayment assumptions are documented. Discount curves are recorded. You get a complete audit trail that satisfies compliance requirements and trading desk review.

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 data.

Every valuation component is traceable back to source loan data. Prepayment assumptions are documented. Discount curves are recorded. You get a complete audit trail that satisfies compliance requirements and trading desk review.

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 data.

Every valuation component is traceable back to source loan data. Prepayment assumptions are documented. Discount curves are recorded. You get a complete audit trail that satisfies compliance requirements and trading desk review.

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 financial data.

Loan tapes contain sensitive borrower and portfolio data. V7 Go processes all data within your secure environment, integrating with your existing infrastructure. Your 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 financial data.

Loan tapes contain sensitive borrower and portfolio data. V7 Go processes all data within your secure environment, integrating with your existing infrastructure. Your 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 financial data.

Loan tapes contain sensitive borrower and portfolio data. V7 Go processes all data within your secure environment, integrating with your existing infrastructure. Your 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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Answers

Answers

What you need to know about our

AI MSR Valuation Agent

How accurate are the prepayment models?

The agent uses industry-standard prepayment models calibrated to historical data and current market conditions. Results are validated against comparable portfolios and can be refined with your firm's proprietary prepayment assumptions.

+

How accurate are the prepayment models?

The agent uses industry-standard prepayment models calibrated to historical data and current market conditions. Results are validated against comparable portfolios and can be refined with your firm's proprietary prepayment assumptions.

+

How accurate are the prepayment models?

The agent uses industry-standard prepayment models calibrated to historical data and current market conditions. Results are validated against comparable portfolios and can be refined with your firm's proprietary prepayment assumptions.

+

What loan tape formats does it support?

The agent handles standard industry formats including Fannie Mae, Freddie Mac, Ginnie Mae, and custom tape formats. It automatically maps fields and standardizes data regardless of source.

+

What loan tape formats does it support?

The agent handles standard industry formats including Fannie Mae, Freddie Mac, Ginnie Mae, and custom tape formats. It automatically maps fields and standardizes data regardless of source.

+

What loan tape formats does it support?

The agent handles standard industry formats including Fannie Mae, Freddie Mac, Ginnie Mae, and custom tape formats. It automatically maps fields and standardizes data regardless of source.

+

Can we customize valuation assumptions?

Yes. The agent connects to your Knowledge Hub where you can store proprietary prepayment models, discount curves, and valuation methodologies. These become the baseline for all valuations.

+

Can we customize valuation assumptions?

Yes. The agent connects to your Knowledge Hub where you can store proprietary prepayment models, discount curves, and valuation methodologies. These become the baseline for all valuations.

+

Can we customize valuation assumptions?

Yes. The agent connects to your Knowledge Hub where you can store proprietary prepayment models, discount curves, and valuation methodologies. These become the baseline for all valuations.

+

How does it handle different loan types?

The agent is designed to handle fixed-rate, adjustable-rate, and hybrid mortgages. It applies appropriate prepayment models and valuation methods for each loan type.

+

How does it handle different loan types?

The agent is designed to handle fixed-rate, adjustable-rate, and hybrid mortgages. It applies appropriate prepayment models and valuation methods for each loan type.

+

How does it handle different loan types?

The agent is designed to handle fixed-rate, adjustable-rate, and hybrid mortgages. It applies appropriate prepayment models and valuation methods for each loan type.

+

Can valuations be exported to our systems?

Absolutely. The agent delivers structured output in JSON, CSV, or Excel format that integrates directly with your trading systems, risk management platforms, and reporting tools.

+

Can valuations be exported to our systems?

Absolutely. The agent delivers structured output in JSON, CSV, or Excel format that integrates directly with your trading systems, risk management platforms, and reporting tools.

+

Can valuations be exported to our systems?

Absolutely. The agent delivers structured output in JSON, CSV, or Excel format that integrates directly with your trading systems, risk management platforms, and reporting tools.

+

Is our loan data kept confidential?

Yes. V7 Go processes all loan tapes within your secure environment. Your data is never shared with third parties or used for external model training.

+

Is our loan data kept confidential?

Yes. V7 Go processes all loan tapes within your secure environment. Your data is never shared with third parties or used for external model training.

+

Is our loan data kept confidential?

Yes. V7 Go processes all loan tapes within your secure environment. Your data is never shared with third parties or used for external model training.

+

Next steps

Next steps

Still spending weeks on loan tape analysis?

Send us a sample loan tape and we'll deliver a complete valuation analysis in under an hour. See how much time you can reclaim.

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: