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

See AI agent for Mortgage Servicing Rights (MSR) Traders in action
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See AI agent for Mortgage Servicing Rights (MSR) Traders in action
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See AI agent for Mortgage Servicing Rights (MSR) Traders in action
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MSR Portfolio Valuation - Q4 2024
See AI agent for Mortgage Servicing Rights (MSR) Traders in action
Play video
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



Import your files
Microsoft Excel
,
Snowflake
,
Tableau
Import your files from whereever they are currently stored
All types of Real Estate documents supported
Once imported our system extracts and organises the essentials
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
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
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
Finance
“Whenever I think about hiring, I first try to do it in V7 Go.” Discover how HITICCO uses V7 Go agents to accelerate and enrich their prospect research.
Read the full story
Finance
The experience with V7 has been fantastic. Very customized level of support. You feel like they really care about your outcome and objectives.
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:
