Never lose an idea again
AI Hedge Fund Research Consolidation Agent
Turn your firm's history into your biggest edge
Delegate the creation of your institutional memory to a specialized AI agent. It connects to your shared drives and automatically indexes every investment memo, financial model, and research note your team has ever created, turning it into a powerful, searchable Knowledge Hub.

Ideal for
Hedge Funds
Asset Managers
Equity Research

See AI Hedge Fund Research Consolidation Agent in action
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See AI Hedge Fund Research Consolidation Agent in action
Play video

See AI Hedge Fund Research Consolidation Agent in action
Play video

Institutional Memory Search
See AI Hedge Fund Research Consolidation Agent in action
Play video
Time comparison
Time comparison
Traditional way
Hours of manual searching
With V7 Go agents
Seconds
Average time saved
99%
Why V7 Go
Why V7 Go
Automated Research Indexing
Connects to your existing document repositories (e.g., SharePoint, network drives) to automatically read, classify, and index your entire history of research.
Automated Research Indexing
Connects to your existing document repositories (e.g., SharePoint, network drives) to automatically read, classify, and index your entire history of research.
Automated Research Indexing
Connects to your existing document repositories (e.g., SharePoint, network drives) to automatically read, classify, and index your entire history of research.
Automated Research Indexing
Connects to your existing document repositories (e.g., SharePoint, network drives) to automatically read, classify, and index your entire history of research.
Natural Language Search & Q&A
Allows your team to query the entire research archive in plain English, asking questions like, 'What were our key takeaways from the last time we looked at this company?'
Natural Language Search & Q&A
Allows your team to query the entire research archive in plain English, asking questions like, 'What were our key takeaways from the last time we looked at this company?'
Natural Language Search & Q&A
Allows your team to query the entire research archive in plain English, asking questions like, 'What were our key takeaways from the last time we looked at this company?'
Natural Language Search & Q&A
Allows your team to query the entire research archive in plain English, asking questions like, 'What were our key takeaways from the last time we looked at this company?'
Preserves Institutional Knowledge
Captures the valuable insights and expertise of your analysts, preventing knowledge loss when team members leave the firm. Past work becomes a reusable asset for everyone.
Preserves Institutional Knowledge
Captures the valuable insights and expertise of your analysts, preventing knowledge loss when team members leave the firm. Past work becomes a reusable asset for everyone.
Preserves Institutional Knowledge
Captures the valuable insights and expertise of your analysts, preventing knowledge loss when team members leave the firm. Past work becomes a reusable asset for everyone.
Preserves Institutional Knowledge
Captures the valuable insights and expertise of your analysts, preventing knowledge loss when team members leave the firm. Past work becomes a reusable asset for everyone.
Accelerates Onboarding
Drastically reduces the time it takes for new analysts to get up to speed. Give them an AI-powered tool to instantly search and learn from all the work your firm has ever done on a sector or company.
Accelerates Onboarding
Drastically reduces the time it takes for new analysts to get up to speed. Give them an AI-powered tool to instantly search and learn from all the work your firm has ever done on a sector or company.
Accelerates Onboarding
Drastically reduces the time it takes for new analysts to get up to speed. Give them an AI-powered tool to instantly search and learn from all the work your firm has ever done on a sector or company.
Accelerates Onboarding
Drastically reduces the time it takes for new analysts to get up to speed. Give them an AI-powered tool to instantly search and learn from all the work your firm has ever done on a sector or company.
Connects Siloed Information
Finds connections across your entire firm. The agent can synthesize information from a research note from one team with a financial model from another to provide a more holistic answer.
Connects Siloed Information
Finds connections across your entire firm. The agent can synthesize information from a research note from one team with a financial model from another to provide a more holistic answer.
Connects Siloed Information
Finds connections across your entire firm. The agent can synthesize information from a research note from one team with a financial model from another to provide a more holistic answer.
Connects Siloed Information
Finds connections across your entire firm. The agent can synthesize information from a research note from one team with a financial model from another to provide a more holistic answer.
Cited and Verifiable Insights
Every answer generated from your archive is visually linked back to the source memo, note, or model, allowing analysts to instantly access the original context and trust the information.
Cited and Verifiable Insights
Every answer generated from your archive is visually linked back to the source memo, note, or model, allowing analysts to instantly access the original context and trust the information.
Cited and Verifiable Insights
Every answer generated from your archive is visually linked back to the source memo, note, or model, allowing analysts to instantly access the original context and trust the information.
Cited and Verifiable Insights
Every answer generated from your archive is visually linked back to the source memo, note, or model, allowing analysts to instantly access the original context and trust the information.
Indexes all of your firm's historical work product
To create a single, unified source of intelligence.
Get started
Get started
Import your files
SharePoint
,
Microsoft OneDrive
,
Box
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 firm's research drive.
Connect AI to your firm's research drive.
Stop losing ideas. Start building on them.
Stop losing ideas. Start building on them.
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.
Indexes your entire research history.
Whatever the format.
This agent is built for the chaos of a real research drive. It indexes knowledge from every source: your detailed Excel models, your narrative Word memos, your scanned notes, and your investor presentation decks.
Input types
50+ languages
Excel Models
Handwritten Notes
Multi-modal
Document types
PDFs
Word Docs
Emails
Graphs
Spreadsheets
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Indexes your entire research history.
Whatever the format.
This agent is built for the chaos of a real research drive. It indexes knowledge from every source: your detailed Excel models, your narrative Word memos, your scanned notes, and your investor presentation decks.
Input types
50+ languages
Excel Models
Handwritten Notes
Multi-modal
Document types
PDFs
Word Docs
Emails
Graphs
Spreadsheets
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Indexes your entire research history.
Whatever the format.
This agent is built for the chaos of a real research drive. It indexes knowledge from every source: your detailed Excel models, your narrative Word memos, your scanned notes, and your investor presentation decks.
Input types
50+ languages
Excel Models
Handwritten Notes
Multi-modal
Document types
PDFs
Word Docs
Emails
Graphs
Spreadsheets
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Achieve near-perfect accuracy
with AI reasoning.
To find the right information, the agent uses AI to understand the semantic meaning of your research. It correctly identifies investment theses, key data points, and analyst conclusions, regardless of how they are phrased.
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.
To find the right information, the agent uses AI to understand the semantic meaning of your research. It correctly identifies investment theses, key data points, and analyst conclusions, regardless of how they are phrased.
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.
To find the right information, the agent uses AI to understand the semantic meaning of your research. It correctly identifies investment theses, key data points, and analyst conclusions, regardless of how they are phrased.
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.
Build on past work with confidence. Every synthesized insight or answer the agent provides is visually linked back to the exact memo, model, or note it came from, allowing for instant context and verification.

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.
Build on past work with confidence. Every synthesized insight or answer the agent provides is visually linked back to the exact memo, model, or note it came from, allowing for instant context and verification.

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.
Build on past work with confidence. Every synthesized insight or answer the agent provides is visually linked back to the exact memo, model, or note it came from, allowing for instant context and verification.

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 historical research is your firm's most valuable and secret IP. V7 Go is architected to protect it, indexing and querying your data entirely 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 historical research is your firm's most valuable and secret IP. V7 Go is architected to protect it, indexing and querying your data entirely 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 historical research is your firm's most valuable and secret IP. V7 Go is architected to protect it, indexing and querying your data entirely within your secure, private environment.
Certifications
GPDR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
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Get instant, cited answers to plain-language questions from your contracts and case files.
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Answers
Answers
What you need to know about our
AI Hedge Fund Research Consolidation Agent
Our research is in a chaotic mix of folders and file types. Can it handle that?
Yes, it's designed for exactly that reality. The agent reads the content of every file—PDFs, Excel models, Word docs, emails—and uses AI to understand and categorize it, bringing order to a disorganized shared drive.
+
Our research is in a chaotic mix of folders and file types. Can it handle that?
Yes, it's designed for exactly that reality. The agent reads the content of every file—PDFs, Excel models, Word docs, emails—and uses AI to understand and categorize it, bringing order to a disorganized shared drive.
+
Our research is in a chaotic mix of folders and file types. Can it handle that?
Yes, it's designed for exactly that reality. The agent reads the content of every file—PDFs, Excel models, Word docs, emails—and uses AI to understand and categorize it, bringing order to a disorganized shared drive.
+
How is this different from our existing SharePoint search?
SharePoint search is based on keywords. V7 Go provides semantic search and synthesis. It understands the financial concepts within your documents, allowing it to answer complex questions and provide summarized insights, not just a list of files.
+
How is this different from our existing SharePoint search?
SharePoint search is based on keywords. V7 Go provides semantic search and synthesis. It understands the financial concepts within your documents, allowing it to answer complex questions and provide summarized insights, not just a list of files.
+
How is this different from our existing SharePoint search?
SharePoint search is based on keywords. V7 Go provides semantic search and synthesis. It understands the financial concepts within your documents, allowing it to answer complex questions and provide summarized insights, not just a list of files.
+
Is our proprietary research and investment thesis secure?
Security is paramount. The entire indexing and query process happens within your private, secure V7 Go environment. Your firm's intellectual property is never exposed or used for any external model training.
+
Is our proprietary research and investment thesis secure?
Security is paramount. The entire indexing and query process happens within your private, secure V7 Go environment. Your firm's intellectual property is never exposed or used for any external model training.
+
Is our proprietary research and investment thesis secure?
Security is paramount. The entire indexing and query process happens within your private, secure V7 Go environment. Your firm's intellectual property is never exposed or used for any external model training.
+
Does this require a big data migration project?
No. The agent connects to your documents where they already live. There is no need to migrate your files to a new system. It simply creates a powerful, intelligent index on top of your existing repository.
+
Does this require a big data migration project?
No. The agent connects to your documents where they already live. There is no need to migrate your files to a new system. It simply creates a powerful, intelligent index on top of your existing repository.
+
Does this require a big data migration project?
No. The agent connects to your documents where they already live. There is no need to migrate your files to a new system. It simply creates a powerful, intelligent index on top of your existing repository.
+
What's the output when I ask a question?
You receive a direct, synthesized answer in plain English, supported by a list of the most relevant source documents. Each part of the answer includes visual citations that highlight the specific passages from those documents.
+
What's the output when I ask a question?
You receive a direct, synthesized answer in plain English, supported by a list of the most relevant source documents. Each part of the answer includes visual citations that highlight the specific passages from those documents.
+
What's the output when I ask a question?
You receive a direct, synthesized answer in plain English, supported by a list of the most relevant source documents. Each part of the answer includes visual citations that highlight the specific passages from those documents.
+
Can it tell me who wrote a specific piece of research?
Yes. The agent automatically extracts key metadata from documents, including author and creation date where available. This allows you to ask questions like, 'Show me all the research written by John Doe on the software sector.'
+
Can it tell me who wrote a specific piece of research?
Yes. The agent automatically extracts key metadata from documents, including author and creation date where available. This allows you to ask questions like, 'Show me all the research written by John Doe on the software sector.'
+
Can it tell me who wrote a specific piece of research?
Yes. The agent automatically extracts key metadata from documents, including author and creation date where available. This allows you to ask questions like, 'Show me all the research written by John Doe on the software sector.'
+
Next steps
Next steps
How much valuable research is sitting forgotten on your servers?
Give us access to a folder of your historical investment memos. We will show you how our AI agent can turn it into a powerful, conversational intelligence asset for your entire team.
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: