Proactive risk management
AI Hedge Fund Portfolio Risk Agent
See every risk, from every angle
Delegate your risk data aggregation to a specialized AI agent. It automatically connects to your prime broker reports, market data feeds, and internal models to generate a comprehensive, real-time view of your portfolio's risk exposures, so you can manage your positions with confidence.

Ideal for
Hedge Funds
Risk Managers
Portfolio Managers

See AI Hedge Fund Portfolio Risk Agent in action
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See AI Hedge Fund Portfolio Risk Agent in action
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See AI Hedge Fund Portfolio Risk Agent in action
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Daily Risk Report
See AI Hedge Fund Portfolio Risk Agent in action
Play video
Time comparison
Time comparison
Traditional way
4-6 hours per day
With V7 Go agents
15 minutes (scheduled)
Average time saved
95%
Why V7 Go
Why V7 Go
Multi-Prime Broker Consolidation
Automatically ingests and normalizes position data from the disparate reports and formats of all your prime brokers, creating a single, accurate view of your entire portfolio.
Multi-Prime Broker Consolidation
Automatically ingests and normalizes position data from the disparate reports and formats of all your prime brokers, creating a single, accurate view of your entire portfolio.
Multi-Prime Broker Consolidation
Automatically ingests and normalizes position data from the disparate reports and formats of all your prime brokers, creating a single, accurate view of your entire portfolio.
Multi-Prime Broker Consolidation
Automatically ingests and normalizes position data from the disparate reports and formats of all your prime brokers, creating a single, accurate view of your entire portfolio.
Factor Exposure Analysis
Analyzes your portfolio's holdings to provide a clear picture of your net and gross exposure to various risk factors, such as market sectors, geographies, and investment styles (e.g., value, growth).
Factor Exposure Analysis
Analyzes your portfolio's holdings to provide a clear picture of your net and gross exposure to various risk factors, such as market sectors, geographies, and investment styles (e.g., value, growth).
Factor Exposure Analysis
Analyzes your portfolio's holdings to provide a clear picture of your net and gross exposure to various risk factors, such as market sectors, geographies, and investment styles (e.g., value, growth).
Factor Exposure Analysis
Analyzes your portfolio's holdings to provide a clear picture of your net and gross exposure to various risk factors, such as market sectors, geographies, and investment styles (e.g., value, growth).
Automated VaR & Stress Testing
Runs your firm's custom Value at Risk (VaR) models and predefined stress test scenarios (e.g., market crashes, interest rate shocks) on the latest portfolio data automatically.
Automated VaR & Stress Testing
Runs your firm's custom Value at Risk (VaR) models and predefined stress test scenarios (e.g., market crashes, interest rate shocks) on the latest portfolio data automatically.
Automated VaR & Stress Testing
Runs your firm's custom Value at Risk (VaR) models and predefined stress test scenarios (e.g., market crashes, interest rate shocks) on the latest portfolio data automatically.
Automated VaR & Stress Testing
Runs your firm's custom Value at Risk (VaR) models and predefined stress test scenarios (e.g., market crashes, interest rate shocks) on the latest portfolio data automatically.
Liquidity & Counterparty Risk
Monitors the liquidity profile of your holdings and your total exposure to each prime broker and counterparty, providing critical insights for managing operational risk.
Liquidity & Counterparty Risk
Monitors the liquidity profile of your holdings and your total exposure to each prime broker and counterparty, providing critical insights for managing operational risk.
Liquidity & Counterparty Risk
Monitors the liquidity profile of your holdings and your total exposure to each prime broker and counterparty, providing critical insights for managing operational risk.
Liquidity & Counterparty Risk
Monitors the liquidity profile of your holdings and your total exposure to each prime broker and counterparty, providing critical insights for managing operational risk.
Custom Limit Monitoring
Define your fund's specific risk limits in a Knowledge Hub. The agent continuously monitors the portfolio and provides real-time alerts if any position or exposure breaches a predefined threshold.
Custom Limit Monitoring
Define your fund's specific risk limits in a Knowledge Hub. The agent continuously monitors the portfolio and provides real-time alerts if any position or exposure breaches a predefined threshold.
Custom Limit Monitoring
Define your fund's specific risk limits in a Knowledge Hub. The agent continuously monitors the portfolio and provides real-time alerts if any position or exposure breaches a predefined threshold.
Custom Limit Monitoring
Define your fund's specific risk limits in a Knowledge Hub. The agent continuously monitors the portfolio and provides real-time alerts if any position or exposure breaches a predefined threshold.
CRO & Investor Reporting
Generates standardized, presentation-ready risk reports for your Chief Risk Officer, portfolio managers, and institutional investors, ensuring consistent and timely communication.
CRO & Investor Reporting
Generates standardized, presentation-ready risk reports for your Chief Risk Officer, portfolio managers, and institutional investors, ensuring consistent and timely communication.
CRO & Investor Reporting
Generates standardized, presentation-ready risk reports for your Chief Risk Officer, portfolio managers, and institutional investors, ensuring consistent and timely communication.
CRO & Investor Reporting
Generates standardized, presentation-ready risk reports for your Chief Risk Officer, portfolio managers, and institutional investors, ensuring consistent and timely communication.
Consolidates data from across your brokers and systems
To create a single, unified view of portfolio risk.
Get started
Get started
Import your files
Bloomberg Terminal
,
FactSet
,
MSCI
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 risk models.
Connect AI to your risk models.
Go from scattered data to a unified, real-time view of your portfolio risk.
Go from scattered data to a unified, real-time view of your portfolio risk.
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.
Connects to any data source.
Prime brokers, market data, and more.
This agent is built to ingest risk data from every source: complex, multi-asset class PDF reports from prime brokers, real-time API market data feeds, and your firm's proprietary risk models in Excel.
Input types
APIs
Complex Tables
Data Feeds
Multi-modal
Document types
PDFs
Excel (.xlsx)
CSVs
Web Portals
Databases
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Connects to any data source.
Prime brokers, market data, and more.
This agent is built to ingest risk data from every source: complex, multi-asset class PDF reports from prime brokers, real-time API market data feeds, and your firm's proprietary risk models in Excel.
Input types
APIs
Complex Tables
Data Feeds
Multi-modal
Document types
PDFs
Excel (.xlsx)
CSVs
Web Portals
Databases
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Connects to any data source.
Prime brokers, market data, and more.
This agent is built to ingest risk data from every source: complex, multi-asset class PDF reports from prime brokers, real-time API market data feeds, and your firm's proprietary risk models in Excel.
Input types
APIs
Complex Tables
Data Feeds
Multi-modal
Document types
PDFs
Excel (.xlsx)
CSVs
Web Portals
Databases
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Achieve near-perfect accuracy
with AI reasoning.
Risk management is a game of precision. The agent is optimized to extract and normalize position-level data with extremely high accuracy, ensuring the inputs to your risk models are clean and reliable.
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)
Achieve near-perfect accuracy
with AI reasoning.
Risk management is a game of precision. The agent is optimized to extract and normalize position-level data with extremely high accuracy, ensuring the inputs to your risk models are clean and reliable.
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)
Achieve near-perfect accuracy
with AI reasoning.
Risk management is a game of precision. The agent is optimized to extract and normalize position-level data with extremely high accuracy, ensuring the inputs to your risk models are clean and reliable.
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 your documents.
Create a fully auditable risk process. Every position and value in your consolidated report is visually linked to its source in the original prime broker statement, providing a clear and defensible data lineage.

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 your documents.
Create a fully auditable risk process. Every position and value in your consolidated report is visually linked to its source in the original prime broker statement, providing a clear and defensible data lineage.

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 your documents.
Create a fully auditable risk process. Every position and value in your consolidated report is visually linked to its source in the original prime broker statement, providing a clear and defensible data lineage.

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.
Your fund's detailed positions are your most confidential information. V7 Go is architected with enterprise-grade security to protect this data, processing everything within your secure, private environment.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise-grade security
for sensitive financial data.
Your fund's detailed positions are your most confidential information. V7 Go is architected with enterprise-grade security to protect this data, processing everything within your secure, private environment.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise-grade security
for sensitive financial data.
Your fund's detailed positions are your most confidential information. V7 Go is architected with enterprise-grade security to protect this data, processing everything within your secure, private environment.
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 Hedge Fund Portfolio Risk Agent
How does the agent get data from our prime brokers?
It can connect in multiple ways: by processing the daily PDF or CSV reports they email, by securely logging into their web portals to download files, or by connecting to their direct data feeds via API.
+
How does the agent get data from our prime brokers?
It can connect in multiple ways: by processing the daily PDF or CSV reports they email, by securely logging into their web portals to download files, or by connecting to their direct data feeds via API.
+
How does the agent get data from our prime brokers?
It can connect in multiple ways: by processing the daily PDF or CSV reports they email, by securely logging into their web portals to download files, or by connecting to their direct data feeds via API.
+
Can it run our firm's proprietary, in-house risk models?
Yes. The agent's role is to provide the clean, consolidated data required by your models. The V7 Go workflow can be configured to take this data and feed it as an input into your existing Python or Excel-based risk models.
+
Can it run our firm's proprietary, in-house risk models?
Yes. The agent's role is to provide the clean, consolidated data required by your models. The V7 Go workflow can be configured to take this data and feed it as an input into your existing Python or Excel-based risk models.
+
Can it run our firm's proprietary, in-house risk models?
Yes. The agent's role is to provide the clean, consolidated data required by your models. The V7 Go workflow can be configured to take this data and feed it as an input into your existing Python or Excel-based risk models.
+
How does it handle complex derivatives and options?
The agent can be configured to understand and correctly normalize the exposures of derivative instruments, such as calculating the delta-adjusted equity exposure of an options portfolio.
+
How does it handle complex derivatives and options?
The agent can be configured to understand and correctly normalize the exposures of derivative instruments, such as calculating the delta-adjusted equity exposure of an options portfolio.
+
How does it handle complex derivatives and options?
The agent can be configured to understand and correctly normalize the exposures of derivative instruments, such as calculating the delta-adjusted equity exposure of an options portfolio.
+
What's the output of the risk analysis?
The output is a fully customizable risk report. This can be a data-rich Excel dashboard, a summary PDF for your CRO, or real-time alerts sent to Slack for any risk limit breaches.
+
What's the output of the risk analysis?
The output is a fully customizable risk report. This can be a data-rich Excel dashboard, a summary PDF for your CRO, or real-time alerts sent to Slack for any risk limit breaches.
+
What's the output of the risk analysis?
The output is a fully customizable risk report. This can be a data-rich Excel dashboard, a summary PDF for your CRO, or real-time alerts sent to Slack for any risk limit breaches.
+
How often can the risk reports be updated?
As often as your source data allows. The agent can be scheduled to run intra-day, daily, or weekly, providing you with a risk picture that is always as current as your latest position data.
+
How often can the risk reports be updated?
As often as your source data allows. The agent can be scheduled to run intra-day, daily, or weekly, providing you with a risk picture that is always as current as your latest position data.
+
How often can the risk reports be updated?
As often as your source data allows. The agent can be scheduled to run intra-day, daily, or weekly, providing you with a risk picture that is always as current as your latest position data.
+
Is our fund's position data secure?
Security is our highest priority. All your sensitive position data is processed and analyzed within your private, secure V7 Go environment, protected by enterprise-grade security and encryption.
+
Is our fund's position data secure?
Security is our highest priority. All your sensitive position data is processed and analyzed within your private, secure V7 Go environment, protected by enterprise-grade security and encryption.
+
Is our fund's position data secure?
Security is our highest priority. All your sensitive position data is processed and analyzed within your private, secure V7 Go environment, protected by enterprise-grade security and encryption.
+
Next steps
Next steps
Are you managing today's risks with yesterday's data?
Send us your anonymized prime broker reports. We will show you how our AI agent can consolidate your positions and generate a comprehensive, automated risk report.
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: