Find unique, undiscovered ideas
AI Hedge Fund Stock Screening Agent
The idea generation engine for your fund
Delegate your idea generation to a specialized AI agent. Go beyond simple quantitative screens and define your ideal investment based on complex, qualitative criteria. The agent reads thousands of documents to find the companies that truly match your thesis.

Ideal for
Hedge Funds
Equity Research
Asset Managers

See AI Hedge Fund Stock Screening Agent in action
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See AI Hedge Fund Stock Screening Agent in action
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See AI Hedge Fund Stock Screening Agent in action
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Custom Stock Screen
See AI Hedge Fund Stock Screening Agent in action
Play video
Time comparison
Time comparison
Traditional way
Days of manual research
With V7 Go agents
Minutes
Average time saved
99%
Why V7 Go
Why V7 Go
Qualitative & Quantitative Screening
Go beyond basic financial metrics. Screen for companies based on complex, qualitative criteria found in the text of their documents, such as strategic priorities or specific technology mentions.
Qualitative & Quantitative Screening
Go beyond basic financial metrics. Screen for companies based on complex, qualitative criteria found in the text of their documents, such as strategic priorities or specific technology mentions.
Qualitative & Quantitative Screening
Go beyond basic financial metrics. Screen for companies based on complex, qualitative criteria found in the text of their documents, such as strategic priorities or specific technology mentions.
Qualitative & Quantitative Screening
Go beyond basic financial metrics. Screen for companies based on complex, qualitative criteria found in the text of their documents, such as strategic priorities or specific technology mentions.
Universe-Wide Document Search
The agent can read through the filings, presentations, and transcripts of thousands of companies to find the handful that match your specific, nuanced investment thesis.
Universe-Wide Document Search
The agent can read through the filings, presentations, and transcripts of thousands of companies to find the handful that match your specific, nuanced investment thesis.
Universe-Wide Document Search
The agent can read through the filings, presentations, and transcripts of thousands of companies to find the handful that match your specific, nuanced investment thesis.
Universe-Wide Document Search
The agent can read through the filings, presentations, and transcripts of thousands of companies to find the handful that match your specific, nuanced investment thesis.
Custom Thesis Definition
Define your ideal investment in a V7 Go Knowledge Hub using a combination of financial hurdles, strategic themes, and market positions. The agent then finds the companies that fit.
Custom Thesis Definition
Define your ideal investment in a V7 Go Knowledge Hub using a combination of financial hurdles, strategic themes, and market positions. The agent then finds the companies that fit.
Custom Thesis Definition
Define your ideal investment in a V7 Go Knowledge Hub using a combination of financial hurdles, strategic themes, and market positions. The agent then finds the companies that fit.
Custom Thesis Definition
Define your ideal investment in a V7 Go Knowledge Hub using a combination of financial hurdles, strategic themes, and market positions. The agent then finds the companies that fit.
Backtesting & Historical Analysis
Test your theses. The agent can run your screen against historical filings and data to see which companies would have matched your criteria in the past, helping you refine your strategy.
Backtesting & Historical Analysis
Test your theses. The agent can run your screen against historical filings and data to see which companies would have matched your criteria in the past, helping you refine your strategy.
Backtesting & Historical Analysis
Test your theses. The agent can run your screen against historical filings and data to see which companies would have matched your criteria in the past, helping you refine your strategy.
Backtesting & Historical Analysis
Test your theses. The agent can run your screen against historical filings and data to see which companies would have matched your criteria in the past, helping you refine your strategy.
Thematic Idea Generation
Identify baskets of stocks exposed to an emerging theme. Find every company mentioning 'supply chain diversification' or 'onshoring' to build a thematic portfolio.
Thematic Idea Generation
Identify baskets of stocks exposed to an emerging theme. Find every company mentioning 'supply chain diversification' or 'onshoring' to build a thematic portfolio.
Thematic Idea Generation
Identify baskets of stocks exposed to an emerging theme. Find every company mentioning 'supply chain diversification' or 'onshoring' to build a thematic portfolio.
Thematic Idea Generation
Identify baskets of stocks exposed to an emerging theme. Find every company mentioning 'supply chain diversification' or 'onshoring' to build a thematic portfolio.
Actionable & Cited Watchlists
The output is a clean watchlist of companies that meet your criteria. Each company is presented with the specific text and data points that triggered the match, with citations to the source documents.
Actionable & Cited Watchlists
The output is a clean watchlist of companies that meet your criteria. Each company is presented with the specific text and data points that triggered the match, with citations to the source documents.
Actionable & Cited Watchlists
The output is a clean watchlist of companies that meet your criteria. Each company is presented with the specific text and data points that triggered the match, with citations to the source documents.
Actionable & Cited Watchlists
The output is a clean watchlist of companies that meet your criteria. Each company is presented with the specific text and data points that triggered the match, with citations to the source documents.
Screens the entire market of documents and data
To find the companies that fit your unique investment thesis.
Get started
Get started
Import your files
S&P Capital IQ
,
FactSet
,
Bloomberg Terminal
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 unique investment thesis.
Connect AI to your unique investment thesis.
Find the alpha that generic screens will always miss.
Find the alpha that generic screens will always miss.
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.
Screens the entire information universe.
Text, numbers, and visuals.
This agent builds a holistic view by screening all data types: quantitative data from financial databases, qualitative text from SEC filings and call transcripts, and even visual data from charts in investor presentations.
Input types
Financial Databases
SEC Filings
News Feeds
Multi-modal
Document types
APIs
PDFs
Transcripts
Graphs
Websites
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Screens the entire information universe.
Text, numbers, and visuals.
This agent builds a holistic view by screening all data types: quantitative data from financial databases, qualitative text from SEC filings and call transcripts, and even visual data from charts in investor presentations.
Input types
Financial Databases
SEC Filings
News Feeds
Multi-modal
Document types
APIs
PDFs
Transcripts
Graphs
Websites
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Screens the entire information universe.
Text, numbers, and visuals.
This agent builds a holistic view by screening all data types: quantitative data from financial databases, qualitative text from SEC filings and call transcripts, and even visual data from charts in investor presentations.
Input types
Financial Databases
SEC Filings
News Feeds
Multi-modal
Document types
APIs
PDFs
Transcripts
Graphs
Websites
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Achieve near-perfect accuracy
with AI reasoning.
A good screen avoids false positives. The agent uses AI reasoning to understand the context and nuance of your qualitative criteria, ensuring the companies it surfaces are genuinely relevant to your thesis.
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.
A good screen avoids false positives. The agent uses AI reasoning to understand the context and nuance of your qualitative criteria, ensuring the companies it surfaces are genuinely relevant to your thesis.
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.
A good screen avoids false positives. The agent uses AI reasoning to understand the context and nuance of your qualitative criteria, ensuring the companies it surfaces are genuinely relevant to your thesis.
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.
Instantly understand why a company made your watchlist. Every screening result is supported by visual citations that highlight the exact text or data in the source document that satisfied your criteria.

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.
Instantly understand why a company made your watchlist. Every screening result is supported by visual citations that highlight the exact text or data in the source document that satisfied your criteria.

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.
Instantly understand why a company made your watchlist. Every screening result is supported by visual citations that highlight the exact text or data in the source document that satisfied your criteria.

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 proprietary screening models and unique investment theses are your most valuable IP. V7 Go is built to protect them, with all custom logic running 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 proprietary screening models and unique investment theses are your most valuable IP. V7 Go is built to protect them, with all custom logic running 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 proprietary screening models and unique investment theses are your most valuable IP. V7 Go is built to protect them, with all custom logic running 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 Stock Screening Agent
How does it screen for qualitative factors?
It uses semantic search powered by a Knowledge Hub of your defined themes. The agent reads the text of documents like earnings call transcripts and 10-Ks to find companies discussing the specific strategic concepts you're interested in.
+
How does it screen for qualitative factors?
It uses semantic search powered by a Knowledge Hub of your defined themes. The agent reads the text of documents like earnings call transcripts and 10-Ks to find companies discussing the specific strategic concepts you're interested in.
+
How does it screen for qualitative factors?
It uses semantic search powered by a Knowledge Hub of your defined themes. The agent reads the text of documents like earnings call transcripts and 10-Ks to find companies discussing the specific strategic concepts you're interested in.
+
Where does it get the universe of company data to screen from?
The agent connects to your capital markets data provider (e.g., S&P Capital IQ) for the quantitative data and to public sources like SEC EDGAR for the unstructured text documents like filings and transcripts.
+
Where does it get the universe of company data to screen from?
The agent connects to your capital markets data provider (e.g., S&P Capital IQ) for the quantitative data and to public sources like SEC EDGAR for the unstructured text documents like filings and transcripts.
+
Where does it get the universe of company data to screen from?
The agent connects to your capital markets data provider (e.g., S&P Capital IQ) for the quantitative data and to public sources like SEC EDGAR for the unstructured text documents like filings and transcripts.
+
Can it screen for things not mentioned in filings, like product reviews?
Yes. The agent can be configured to monitor and screen any text-based data source, including public websites, product review sites, or news articles, to incorporate that data into your screening criteria.
+
Can it screen for things not mentioned in filings, like product reviews?
Yes. The agent can be configured to monitor and screen any text-based data source, including public websites, product review sites, or news articles, to incorporate that data into your screening criteria.
+
Can it screen for things not mentioned in filings, like product reviews?
Yes. The agent can be configured to monitor and screen any text-based data source, including public websites, product review sites, or news articles, to incorporate that data into your screening criteria.
+
How is this different from a Bloomberg or FactSet terminal?
Terminals are excellent for quantitative screening. This agent's unique power is its ability to screen based on qualitative, narrative information buried in the text of documents, allowing you to find ideas that can't be found with financial filters alone.
+
How is this different from a Bloomberg or FactSet terminal?
Terminals are excellent for quantitative screening. This agent's unique power is its ability to screen based on qualitative, narrative information buried in the text of documents, allowing you to find ideas that can't be found with financial filters alone.
+
How is this different from a Bloomberg or FactSet terminal?
Terminals are excellent for quantitative screening. This agent's unique power is its ability to screen based on qualitative, narrative information buried in the text of documents, allowing you to find ideas that can't be found with financial filters alone.
+
Can it run my screens automatically on a schedule?
Yes. You can set up a workflow to run your custom screens on a daily or weekly basis, delivering a fresh list of potential ideas to your team's inbox automatically.
+
Can it run my screens automatically on a schedule?
Yes. You can set up a workflow to run your custom screens on a daily or weekly basis, delivering a fresh list of potential ideas to your team's inbox automatically.
+
Can it run my screens automatically on a schedule?
Yes. You can set up a workflow to run your custom screens on a daily or weekly basis, delivering a fresh list of potential ideas to your team's inbox automatically.
+
Is our proprietary screening logic kept confidential?
Absolutely. Your unique investment theses and screening criteria are your 'secret sauce.' All of this logic is stored and processed within your secure, private V7 Go environment and is never shared.
+
Is our proprietary screening logic kept confidential?
Absolutely. Your unique investment theses and screening criteria are your 'secret sauce.' All of this logic is stored and processed within your secure, private V7 Go environment and is never shared.
+
Is our proprietary screening logic kept confidential?
Absolutely. Your unique investment theses and screening criteria are your 'secret sauce.' All of this logic is stored and processed within your secure, private V7 Go environment and is never shared.
+
Next steps
Next steps
What's your most difficult investment idea to screen for?
Describe your ideal investment to us—no matter how qualitative or nuanced. We'll show you how our AI agent can build a custom screen to find it.
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: