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AI Hedge Fund Research Consolidation Agent
AI Hedge Fund Research Consolidation Agent
AI Hedge Fund Research Consolidation Agent
Turn your firm's history into your biggest edge
Turn your firm's history into your biggest edge
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
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Institutional Memory Search
See AI Hedge Fund Research Consolidation Agent in action
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Decision-ready outputs from your data room
Turn diligence documents into IC-ready slides.
V7 analyses CIMs, models, contracts, DDQs, and data rooms — then generates source-linked memos, tables, and PPT files your team can edit, trust, and send.
Speak to an expert in your industry in the next 24 hours.
See how V7 turns your firm’s documents into investor-ready outputs — with every number traced back to source.
Decision-ready outputs from your data room
Turn diligence documents into IC-ready slides.
V7 analyses CIMs, models, contracts, DDQs, and data rooms — then generates source-linked memos, tables, and PPT files your team can edit, trust, and send.
Speak to an expert in your industry in the next 24 hours.
See how V7 turns your firm’s documents into investor-ready outputs — with every number traced back to source.
Decision-ready outputs from your data room
Turn diligence documents into IC-ready slides.
V7 analyses CIMs, models, contracts, DDQs, and data rooms — then generates source-linked memos, tables, and PPT files your team can edit, trust, and send.
Speak to an expert in your industry in the next 24 hours.
See how V7 turns your firm’s documents into investor-ready outputs — with every number traced back to source.
Decision-ready outputs from your data room
Turn diligence documents into IC-ready slides.
V7 analyses CIMs, models, contracts, DDQs, and data rooms — then generates source-linked memos, tables, and PPT files your team can edit, trust, and send.
Speak to an expert in your industry in the next 24 hours.
See how V7 turns your firm’s documents into investor-ready outputs — with every number traced back to source.
Time comparison
Traditional way
Hours of manual searching
With V7 Go agents
Seconds
Average time saved
99%
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.
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.
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.
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


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
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

12
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

12
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)
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
GPDR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
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Time saving for invoice processing
95%
"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."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"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."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"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."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"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."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Enterprise-grade security
Your data stays yours—always. Work with one of the few AI companies that never trains on your data.
No training on your data
Encrypted end-to-end
Audited and penetration-tested
Fine-grained access controls
Inhouse security team
Audit logs across every workflow
Time saving for invoice processing
95%
"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."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"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."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"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."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"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."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Enterprise-grade security
Your data stays yours—always. Work with one of the few AI companies that never trains on your data.
No training on your data
Encrypted end-to-end
Audited and penetration-tested
Fine-grained access controls
Inhouse security team
Audit logs across every workflow
Time saving for invoice processing
95%
"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."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"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."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"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."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"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."

James Tomlinson
Managing Director
Productivity increase
35%
"We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Enterprise-grade security
Your data stays yours—always. Work with one of the few AI companies that never trains on your data.
No training on your data
Encrypted end-to-end
Audited and penetration-tested
Fine-grained access controls
Inhouse security team
Audit logs across every workflow


