90% faster valuation

AI agent for Mortgage Servicing Rights (MSR) Traders

From loan tapes to valuations in hours

Delegate MSR portfolio valuation to a specialized AI agent. It extracts loan-level characteristics from servicing tapes, models prepayment behavior, analyzes borrower profiles, and calculates portfolio values under multiple scenarios, freeing your traders to focus on market strategy and risk management.

Ideal for

MSR Trading Desks

Mortgage Finance

Portfolio Analytics

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    SMC  logo
    Mercedes-Benz logo
    Centerline logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Alaris logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
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    Foobar logo
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    Mercedes-Benz logo
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    Paige logo
    Roche logo
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MSR Portfolio Valuation - Q4 2024

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    ABL logo
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    Brotherhood Mutual logo
    Mercedes-Benz logo
    Paige logo
    Roche logo
    Mercedes-Benz logo
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Time comparison

Time comparison

Traditional way

3-5 days

With V7 Go agents

2-4 hours

Average time saved

90%

Why V7 Go

Why V7 Go

Automated Loan Tape Processing

Extracts loan-level data from servicing tapes regardless of format, including borrower FICO scores, loan-to-value ratios, note rates, geographic distribution, and servicing fee structures with precision.

Automated Loan Tape Processing

Extracts loan-level data from servicing tapes regardless of format, including borrower FICO scores, loan-to-value ratios, note rates, geographic distribution, and servicing fee structures with precision.

Automated Loan Tape Processing

Extracts loan-level data from servicing tapes regardless of format, including borrower FICO scores, loan-to-value ratios, note rates, geographic distribution, and servicing fee structures with precision.

Automated Loan Tape Processing

Extracts loan-level data from servicing tapes regardless of format, including borrower FICO scores, loan-to-value ratios, note rates, geographic distribution, and servicing fee structures with precision.

Prepayment Speed Modeling

Analyzes historical prepayment behavior by cohort, applies current market conditions, and calculates expected CPR and PSA speeds to model future cash flows accurately.

Prepayment Speed Modeling

Analyzes historical prepayment behavior by cohort, applies current market conditions, and calculates expected CPR and PSA speeds to model future cash flows accurately.

Prepayment Speed Modeling

Analyzes historical prepayment behavior by cohort, applies current market conditions, and calculates expected CPR and PSA speeds to model future cash flows accurately.

Prepayment Speed Modeling

Analyzes historical prepayment behavior by cohort, applies current market conditions, and calculates expected CPR and PSA speeds to model future cash flows accurately.

Borrower Profile Stratification

Segments portfolios by credit quality, loan purpose, occupancy type, and refinance incentive to identify concentration risks and prepayment sensitivity across different borrower cohorts.

Borrower Profile Stratification

Segments portfolios by credit quality, loan purpose, occupancy type, and refinance incentive to identify concentration risks and prepayment sensitivity across different borrower cohorts.

Borrower Profile Stratification

Segments portfolios by credit quality, loan purpose, occupancy type, and refinance incentive to identify concentration risks and prepayment sensitivity across different borrower cohorts.

Borrower Profile Stratification

Segments portfolios by credit quality, loan purpose, occupancy type, and refinance incentive to identify concentration risks and prepayment sensitivity across different borrower cohorts.

Scenario Analysis at Scale

Runs multiple interest rate scenarios simultaneously, modeling portfolio value under different rate environments to quantify duration risk and hedge requirements.

Scenario Analysis at Scale

Runs multiple interest rate scenarios simultaneously, modeling portfolio value under different rate environments to quantify duration risk and hedge requirements.

Scenario Analysis at Scale

Runs multiple interest rate scenarios simultaneously, modeling portfolio value under different rate environments to quantify duration risk and hedge requirements.

Scenario Analysis at Scale

Runs multiple interest rate scenarios simultaneously, modeling portfolio value under different rate environments to quantify duration risk and hedge requirements.

Servicing Cost Attribution

Allocates servicing costs by loan type and delinquency status, calculating net servicing income and identifying portfolios where costs exceed fee income.

Servicing Cost Attribution

Allocates servicing costs by loan type and delinquency status, calculating net servicing income and identifying portfolios where costs exceed fee income.

Servicing Cost Attribution

Allocates servicing costs by loan type and delinquency status, calculating net servicing income and identifying portfolios where costs exceed fee income.

Servicing Cost Attribution

Allocates servicing costs by loan type and delinquency status, calculating net servicing income and identifying portfolios where costs exceed fee income.

Auditable Valuation Trail

Links every valuation assumption and calculated metric back to the source loan tape with AI Citations, creating a complete audit trail for compliance and internal review.

Auditable Valuation Trail

Links every valuation assumption and calculated metric back to the source loan tape with AI Citations, creating a complete audit trail for compliance and internal review.

Auditable Valuation Trail

Links every valuation assumption and calculated metric back to the source loan tape with AI Citations, creating a complete audit trail for compliance and internal review.

Auditable Valuation Trail

Links every valuation assumption and calculated metric back to the source loan tape with AI Citations, creating a complete audit trail for compliance and internal review.

Processes loan tapes and servicing data

To deliver accurate MSR portfolio valuations.

Get started

Get started

Logo
Logo
Logo

Import your files

Microsoft Excel

,

Snowflake

,

Tableau

Import your files from whereever they are currently stored

Customer voices

Customer voices

Connect AI to your valuation models.

Connect AI to your valuation models.

Turn loan tapes into actionable portfolio intelligence.

Turn loan tapes into actionable 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 documents.

Up to 200 pages.

Loan tapes come in countless formats from different servicers. This agent handles them all, from massive Excel files with inconsistent column headers to PDF servicing reports with embedded tables and footnotes.

Input types

Multi-servicer formats

Complex tables

200 pages

Multi-modal

Document types

Excel Files

CSV Exports

Complex Tables

PDFs

Servicing Reports

Vendor_US.xlsx

3

Supply_2023.pptx

Review_Legal.pdf

Supporting complex documents.

Up to 200 pages.

Loan tapes come in countless formats from different servicers. This agent handles them all, from massive Excel files with inconsistent column headers to PDF servicing reports with embedded tables and footnotes.

Input types

Multi-servicer formats

Complex tables

200 pages

Multi-modal

Document types

Excel Files

CSV Exports

Complex Tables

PDFs

Servicing Reports

Vendor_US.xlsx

3

Supply_2023.pptx

Review_Legal.pdf

Supporting complex documents.

Up to 200 pages.

Loan tapes come in countless formats from different servicers. This agent handles them all, from massive Excel files with inconsistent column headers to PDF servicing reports with embedded tables and footnotes.

Input types

Multi-servicer formats

Complex tables

200 pages

Multi-modal

Document types

Excel Files

CSV Exports

Complex Tables

PDFs

Servicing Reports

Vendor_US.xlsx

3

Supply_2023.pptx

Review_Legal.pdf

Reach 99% accuracy rate

through GenAI reasoning.

MSR valuations demand precision. The agent uses sophisticated table extraction and validation to ensure loan balances, rates, and FICO scores are captured accurately, eliminating the transposition errors that can distort portfolio values.

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.

MSR valuations demand precision. The agent uses sophisticated table extraction and validation to ensure loan balances, rates, and FICO scores are captured accurately, eliminating the transposition errors that can distort portfolio values.

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.

MSR valuations demand precision. The agent uses sophisticated table extraction and validation to ensure loan balances, rates, and FICO scores are captured accurately, eliminating the transposition errors that can distort portfolio values.

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 loan characteristic and calculated metric is visually linked to its source in the loan tape. You get a fully auditable valuation with complete transparency into how each number was derived.

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 loan characteristic and calculated metric is visually linked to its source in the loan tape. You get a fully auditable valuation with complete transparency into how each number was derived.

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 loan characteristic and calculated metric is visually linked to its source in the loan tape. You get a fully auditable valuation with complete transparency into how each number was derived.

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.

Loan tapes contain highly sensitive borrower information. V7 Go processes this data within your secure environment, ensuring compliance with privacy regulations and protecting confidential portfolio information.

Certifications

GDPR

SOC2

HIPAA

ISO

Safety

Custom storage

Data governance

Access-level permissions

Enterprise grade security

for high-stake industries.

Loan tapes contain highly sensitive borrower information. V7 Go processes this data within your secure environment, ensuring compliance with privacy regulations and protecting confidential portfolio information.

Certifications

GDPR

SOC2

HIPAA

ISO

Safety

Custom storage

Data governance

Access-level permissions

Enterprise grade security

for high-stake industries.

Loan tapes contain highly sensitive borrower information. V7 Go processes this data within your secure environment, ensuring compliance with privacy regulations and protecting confidential portfolio information.

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 agent for Mortgage Servicing Rights (MSR) Traders

How does the agent handle different loan tape formats?

The agent is designed to process loan tapes from any servicer, regardless of column ordering or field naming conventions. It intelligently maps data fields to standardized categories, handling variations in how different servicers report the same information.

+

How does the agent handle different loan tape formats?

The agent is designed to process loan tapes from any servicer, regardless of column ordering or field naming conventions. It intelligently maps data fields to standardized categories, handling variations in how different servicers report the same information.

+

How does the agent handle different loan tape formats?

The agent is designed to process loan tapes from any servicer, regardless of column ordering or field naming conventions. It intelligently maps data fields to standardized categories, handling variations in how different servicers report the same information.

+

Can it incorporate our proprietary prepayment models?

Yes. The agent can be configured to use your firm's proprietary prepayment assumptions, CPR curves, and valuation methodologies. It applies your models consistently across the entire portfolio while automating the data extraction and calculation steps.

+

Can it incorporate our proprietary prepayment models?

Yes. The agent can be configured to use your firm's proprietary prepayment assumptions, CPR curves, and valuation methodologies. It applies your models consistently across the entire portfolio while automating the data extraction and calculation steps.

+

Can it incorporate our proprietary prepayment models?

Yes. The agent can be configured to use your firm's proprietary prepayment assumptions, CPR curves, and valuation methodologies. It applies your models consistently across the entire portfolio while automating the data extraction and calculation steps.

+

How accurate is the loan-level data extraction?

The agent achieves high accuracy by using multi-step validation workflows. Critical fields like UPB, note rate, and FICO are cross-checked against expected ranges, and every extracted value is visually linked to the source cell for verification.

+

How accurate is the loan-level data extraction?

The agent achieves high accuracy by using multi-step validation workflows. Critical fields like UPB, note rate, and FICO are cross-checked against expected ranges, and every extracted value is visually linked to the source cell for verification.

+

How accurate is the loan-level data extraction?

The agent achieves high accuracy by using multi-step validation workflows. Critical fields like UPB, note rate, and FICO are cross-checked against expected ranges, and every extracted value is visually linked to the source cell for verification.

+

Does it handle delinquent and modified loans?

Absolutely. The agent identifies loans in various delinquency stages, extracts modification terms, and applies appropriate servicing cost assumptions. It flags portfolios with elevated delinquency that may require additional reserves.

+

Does it handle delinquent and modified loans?

Absolutely. The agent identifies loans in various delinquency stages, extracts modification terms, and applies appropriate servicing cost assumptions. It flags portfolios with elevated delinquency that may require additional reserves.

+

Does it handle delinquent and modified loans?

Absolutely. The agent identifies loans in various delinquency stages, extracts modification terms, and applies appropriate servicing cost assumptions. It flags portfolios with elevated delinquency that may require additional reserves.

+

Can we run stress tests on the portfolio?

Yes. You can define custom interest rate shock scenarios, and the agent will recalculate prepayment speeds, cash flows, and portfolio values under each scenario, helping you quantify interest rate risk exposure.

+

Can we run stress tests on the portfolio?

Yes. You can define custom interest rate shock scenarios, and the agent will recalculate prepayment speeds, cash flows, and portfolio values under each scenario, helping you quantify interest rate risk exposure.

+

Can we run stress tests on the portfolio?

Yes. You can define custom interest rate shock scenarios, and the agent will recalculate prepayment speeds, cash flows, and portfolio values under each scenario, helping you quantify interest rate risk exposure.

+

What is the final output format?

The agent delivers a structured Excel file with loan-level detail, stratification tables, prepayment assumptions by cohort, and portfolio-level valuation metrics. This output integrates directly into your existing valuation and risk management systems.

+

What is the final output format?

The agent delivers a structured Excel file with loan-level detail, stratification tables, prepayment assumptions by cohort, and portfolio-level valuation metrics. This output integrates directly into your existing valuation and risk management systems.

+

What is the final output format?

The agent delivers a structured Excel file with loan-level detail, stratification tables, prepayment assumptions by cohort, and portfolio-level valuation metrics. This output integrates directly into your existing valuation and risk management systems.

+

Next steps

Next steps

Still manually processing loan tapes for MSR valuations?

Send us a sample loan tape and your valuation methodology. We'll show you how our AI agent can deliver accurate portfolio valuations in hours, not days.

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: