Real-time risk monitoring
AI agent for Credit Portfolio Managers
Monitor concentration risk before it becomes a crisis
Delegate continuous portfolio monitoring to a specialized AI agent. It tracks aggregate exposure to specific industries across your entire loan book, identifies concentration risks, and alerts you when thresholds are breached, allowing your team to rebalance portfolios proactively.

Ideal for
Credit Portfolio Managers
Risk Management Teams
Commercial Banking

See AI agent for Credit Portfolio Managers in action
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See AI agent for Credit Portfolio Managers in action
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See AI agent for Credit Portfolio Managers in action
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Q3 Portfolio Concentration Analysis
See AI agent for Credit Portfolio Managers in action
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Time comparison
Time comparison
Traditional way
2-3 days per analysis
With V7 Go agents
Real-time monitoring
Average time saved
99%
Why V7 Go
Why V7 Go
Continuous Sector Exposure Monitoring
Tracks aggregate exposure to specific industries across your entire loan book in real-time, calculating concentration percentages against total portfolio value and regulatory limits.
Continuous Sector Exposure Monitoring
Tracks aggregate exposure to specific industries across your entire loan book in real-time, calculating concentration percentages against total portfolio value and regulatory limits.
Continuous Sector Exposure Monitoring
Tracks aggregate exposure to specific industries across your entire loan book in real-time, calculating concentration percentages against total portfolio value and regulatory limits.
Continuous Sector Exposure Monitoring
Tracks aggregate exposure to specific industries across your entire loan book in real-time, calculating concentration percentages against total portfolio value and regulatory limits.
Automated Threshold Alerts
Generates immediate alerts when industry concentration exceeds predefined thresholds, allowing portfolio managers to rebalance before risk becomes material.
Automated Threshold Alerts
Generates immediate alerts when industry concentration exceeds predefined thresholds, allowing portfolio managers to rebalance before risk becomes material.
Automated Threshold Alerts
Generates immediate alerts when industry concentration exceeds predefined thresholds, allowing portfolio managers to rebalance before risk becomes material.
Automated Threshold Alerts
Generates immediate alerts when industry concentration exceeds predefined thresholds, allowing portfolio managers to rebalance before risk becomes material.
Multi-Dimensional Risk Analysis
Analyzes concentration across multiple dimensions including industry sector, geographic region, borrower size, and credit rating to identify correlated risks.
Multi-Dimensional Risk Analysis
Analyzes concentration across multiple dimensions including industry sector, geographic region, borrower size, and credit rating to identify correlated risks.
Multi-Dimensional Risk Analysis
Analyzes concentration across multiple dimensions including industry sector, geographic region, borrower size, and credit rating to identify correlated risks.
Multi-Dimensional Risk Analysis
Analyzes concentration across multiple dimensions including industry sector, geographic region, borrower size, and credit rating to identify correlated risks.
Historical Trend Tracking
Monitors how sector concentrations evolve over time, identifying emerging risk patterns and helping teams anticipate future concentration issues.
Historical Trend Tracking
Monitors how sector concentrations evolve over time, identifying emerging risk patterns and helping teams anticipate future concentration issues.
Historical Trend Tracking
Monitors how sector concentrations evolve over time, identifying emerging risk patterns and helping teams anticipate future concentration issues.
Historical Trend Tracking
Monitors how sector concentrations evolve over time, identifying emerging risk patterns and helping teams anticipate future concentration issues.
Regulatory Compliance Reporting
Generates concentration risk reports formatted for regulatory submissions, ensuring compliance with Basel III, CECL, and internal risk appetite frameworks.
Regulatory Compliance Reporting
Generates concentration risk reports formatted for regulatory submissions, ensuring compliance with Basel III, CECL, and internal risk appetite frameworks.
Regulatory Compliance Reporting
Generates concentration risk reports formatted for regulatory submissions, ensuring compliance with Basel III, CECL, and internal risk appetite frameworks.
Regulatory Compliance Reporting
Generates concentration risk reports formatted for regulatory submissions, ensuring compliance with Basel III, CECL, and internal risk appetite frameworks.
Scenario Stress Testing
Models the impact of sector-specific stress scenarios on portfolio performance, helping teams understand potential losses from concentrated exposures.
Scenario Stress Testing
Models the impact of sector-specific stress scenarios on portfolio performance, helping teams understand potential losses from concentrated exposures.
Scenario Stress Testing
Models the impact of sector-specific stress scenarios on portfolio performance, helping teams understand potential losses from concentrated exposures.
Scenario Stress Testing
Models the impact of sector-specific stress scenarios on portfolio performance, helping teams understand potential losses from concentrated exposures.
Analyzes loan data and credit files
To monitor concentration risk across your portfolio.
Get started
Get started



Import your files
Snowflake
,
Tableau
,
Microsoft Excel
Import your files from whereever they are currently stored
All types of Finance documents supported
Once imported our system extracts and organises the essentials
Customer voices
Customer voices
Connect AI to your loan portfolio data.
Connect AI to your loan portfolio data.
Monitor concentration risk before it threatens portfolio performance.
Monitor concentration risk before it threatens portfolio performance.
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 portfolios contain diverse document types from multiple core banking systems. This agent handles everything from structured loan data exports to unstructured credit memos and borrower financial statements, regardless of format or source system.
Input types
50+ languages
Legacy Systems
200 pages
Multi-modal
Document types
PDFs
Database Exports
Complex Tables
Financial Data
Spreadsheets
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Supporting complex documents.
Up to 200 pages.
Loan portfolios contain diverse document types from multiple core banking systems. This agent handles everything from structured loan data exports to unstructured credit memos and borrower financial statements, regardless of format or source system.
Input types
50+ languages
Legacy Systems
200 pages
Multi-modal
Document types
PDFs
Database Exports
Complex Tables
Financial Data
Spreadsheets
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Supporting complex documents.
Up to 200 pages.
Loan portfolios contain diverse document types from multiple core banking systems. This agent handles everything from structured loan data exports to unstructured credit memos and borrower financial statements, regardless of format or source system.
Input types
50+ languages
Legacy Systems
200 pages
Multi-modal
Document types
PDFs
Database Exports
Complex Tables
Financial Data
Spreadsheets
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Reach 99% accuracy rate
through GenAI reasoning.
Concentration risk calculations demand precision. The agent uses sophisticated data extraction and validation workflows to ensure exposure amounts, sector classifications, and concentration percentages are calculated with complete accuracy.
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.
Concentration risk calculations demand precision. The agent uses sophisticated data extraction and validation workflows to ensure exposure amounts, sector classifications, and concentration percentages are calculated with complete accuracy.
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.
Concentration risk calculations demand precision. The agent uses sophisticated data extraction and validation workflows to ensure exposure amounts, sector classifications, and concentration percentages are calculated with complete accuracy.
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 concentration metric is traceable to source data. Each exposure amount, sector classification, and risk calculation is visually linked to the underlying loan records, providing complete audit trails for regulatory examinations.

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 concentration metric is traceable to source data. Each exposure amount, sector classification, and risk calculation is visually linked to the underlying loan records, providing complete audit trails for regulatory examinations.

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 concentration metric is traceable to source data. Each exposure amount, sector classification, and risk calculation is visually linked to the underlying loan records, providing complete audit trails for regulatory examinations.

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 portfolio data is highly confidential and regulated. V7 Go processes all portfolio information within your secure banking infrastructure, ensuring compliance with data privacy regulations and maintaining the confidentiality of borrower information.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries.
Loan portfolio data is highly confidential and regulated. V7 Go processes all portfolio information within your secure banking infrastructure, ensuring compliance with data privacy regulations and maintaining the confidentiality of borrower information.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries.
Loan portfolio data is highly confidential and regulated. V7 Go processes all portfolio information within your secure banking infrastructure, ensuring compliance with data privacy regulations and maintaining the confidentiality of borrower 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 Credit Portfolio Managers
How does the agent classify loans by industry sector?
The agent uses NAICS codes, borrower descriptions, and loan documentation to classify each facility by industry. It can also leverage your internal sector classification system and handles cases where borrowers operate across multiple industries.
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How does the agent classify loans by industry sector?
The agent uses NAICS codes, borrower descriptions, and loan documentation to classify each facility by industry. It can also leverage your internal sector classification system and handles cases where borrowers operate across multiple industries.
+
How does the agent classify loans by industry sector?
The agent uses NAICS codes, borrower descriptions, and loan documentation to classify each facility by industry. It can also leverage your internal sector classification system and handles cases where borrowers operate across multiple industries.
+
Can it monitor concentration across multiple portfolios?
Yes. The agent can track concentration at the individual portfolio level, across business units, or for the entire institution. It provides both granular and consolidated views of sector exposure.
+
Can it monitor concentration across multiple portfolios?
Yes. The agent can track concentration at the individual portfolio level, across business units, or for the entire institution. It provides both granular and consolidated views of sector exposure.
+
Can it monitor concentration across multiple portfolios?
Yes. The agent can track concentration at the individual portfolio level, across business units, or for the entire institution. It provides both granular and consolidated views of sector exposure.
+
How are concentration thresholds defined?
You define concentration limits based on your risk appetite framework. The agent monitors against these thresholds and can incorporate regulatory limits, internal policy caps, and dynamic thresholds that adjust based on market conditions.
+
How are concentration thresholds defined?
You define concentration limits based on your risk appetite framework. The agent monitors against these thresholds and can incorporate regulatory limits, internal policy caps, and dynamic thresholds that adjust based on market conditions.
+
How are concentration thresholds defined?
You define concentration limits based on your risk appetite framework. The agent monitors against these thresholds and can incorporate regulatory limits, internal policy caps, and dynamic thresholds that adjust based on market conditions.
+
Does it account for loan participations and syndications?
Yes. The agent tracks your net exposure after accounting for participations sold, syndication shares, and credit risk transfers, providing an accurate view of retained concentration risk.
+
Does it account for loan participations and syndications?
Yes. The agent tracks your net exposure after accounting for participations sold, syndication shares, and credit risk transfers, providing an accurate view of retained concentration risk.
+
Does it account for loan participations and syndications?
Yes. The agent tracks your net exposure after accounting for participations sold, syndication shares, and credit risk transfers, providing an accurate view of retained concentration risk.
+
How frequently is the portfolio analyzed?
The agent can run on any schedule you define, from real-time monitoring with every new loan booking to daily, weekly, or monthly analysis. It automatically processes new loan data as it becomes available in your core banking system.
+
How frequently is the portfolio analyzed?
The agent can run on any schedule you define, from real-time monitoring with every new loan booking to daily, weekly, or monthly analysis. It automatically processes new loan data as it becomes available in your core banking system.
+
How frequently is the portfolio analyzed?
The agent can run on any schedule you define, from real-time monitoring with every new loan booking to daily, weekly, or monthly analysis. It automatically processes new loan data as it becomes available in your core banking system.
+
What happens when a threshold is breached?
The agent generates an alert with detailed analysis of the concentration, including which specific loans are driving the exposure, historical trends, and suggested actions. Alerts can be routed to portfolio managers, risk committees, or compliance teams.
+
What happens when a threshold is breached?
The agent generates an alert with detailed analysis of the concentration, including which specific loans are driving the exposure, historical trends, and suggested actions. Alerts can be routed to portfolio managers, risk committees, or compliance teams.
+
What happens when a threshold is breached?
The agent generates an alert with detailed analysis of the concentration, including which specific loans are driving the exposure, historical trends, and suggested actions. Alerts can be routed to portfolio managers, risk committees, or compliance teams.
+
Next steps
Next steps
Still tracking sector exposure in spreadsheets?
Share your portfolio structure and concentration limits. We'll show you how to automate continuous monitoring and get real-time alerts when thresholds are breached.
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:
