Hedge Funds
Hedge Funds
Manual research review delays investment decisions
Actively managed funds pursuing absolute returns.
Constance Freedman
Founder and Managing Partner
Moderne Ventures
Constance Freedman
Founder and Managing Partner
Moderne Ventures
Constance Freedman
Founder and Managing Partner
Moderne Ventures
For roles like
Automating the hedge fund research workflow
From research synthesis to portfolio monitoring, V7 agents handle the document-heavy steps across the hedge fund investment lifecycle.
Signal research
Risk hedging
Position sizing
Trade execution
Performance attribution
Home
HF Risk Grid
Build
Review
Workflow
Export
Share
Risk Metric
Clauses
Clauses
Clauses
1
2
3
4
5
6
7
8
9
10
11
12
13
Net Exposure
Gross Exposure
Sharpe Ratio
Volatility
Max Drawdown
Alpha
Beta
Sortino Ratio
Win Rate
Turnover
Leverage Level
Risk Budget
PnL YTD
38.4
142.6
1.42
11.8
-9.4
4.6
0.72
1.9
61.5
3.4
2.8
14.2
18.6
Risk Report
Risk Report
Perf Report
Risk Report
Drawdown Report
Perf Report
Risk Model
Perf Report
Trade Stats
Trade Stats
Risk Report
Risk Budget
PnL Report
Net exposure high
Gross leverage high
Sharpe strong
Volatility moderate
Drawdown risk
Alpha positive
Beta controlled
Sortino strong
Win rate high
Turnover high
Leverage elevated
Risk budget tight
PnL positive
Signal research
Risk hedging
Position sizing
Trade execution
Performance attribution
Home
HF Risk Grid
Risk Metric
Clauses
1
2
3
4
5
6
7
8
9
10
11
12
13
Net Exposure
Gross Exposure
Sharpe Ratio
Volatility
Max Drawdown
Alpha
Beta
Sortino Ratio
Win Rate
Turnover
Leverage Level
Risk Budget
PnL YTD
Net exposure high
Gross leverage high
Sharpe strong
Volatility moderate
Drawdown risk
Alpha positive
Beta controlled
Sortino strong
Win rate high
Turnover high
Leverage elevated
Risk budget tight
PnL positive
Precision AI
AI for multi-billion dollar workflows
V7 built the Operating System for financial decisions. A new standard for institutional intelligence built for high-stakes financial decisions.
Precision AI
AI for multi-billion dollar workflows
V7 built the Operating System for financial decisions. A new standard for institutional intelligence built for high-stakes financial decisions.
Precision AI
AI for multi-billion dollar workflows
V7 built the Operating System for financial decisions. A new standard for institutional intelligence built for high-stakes financial decisions.
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."
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."
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."
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."
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."
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."
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."
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."
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."
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
Have questions?
What types of documents can V7 process for hedge fund teams?
V7 agents process the full range of documents hedge funds rely on — earnings reports, regulatory filings, research notes, investor presentations and alternative datasets — in PDF, Excel or slide format. Each extracted data point is cited back to its exact source location.
How does V7 help accelerate investment research workflows?
V7 agents extract financial metrics, management commentary and operational signals across research documents, structuring them into comparable datasets. This reduces the manual reading workload and allows analysts to move faster on time-sensitive insights.
Can V7 analyse large volumes of filings and reports?
V7 Go can process large volumes of filings and research reports in parallel, extracting structured insights across entire coverage universes. This allows teams to monitor disclosures continuously rather than reviewing selectively.
How does V7 fit into our portfolio management workflow?
V7 integrates with the portfolio management and research systems hedge funds already use, routing structured outputs into existing workflows without manual re-entry.
How does V7 ensure extracted data is auditable?
Every data point extracted by a V7 agent is linked back to its exact page and source location, enabling analysts to verify any output instantly and maintain a clear audit trail.
Have questions?
What types of documents can V7 process for hedge fund teams?
V7 agents process the full range of documents hedge funds rely on — earnings reports, regulatory filings, research notes, investor presentations and alternative datasets — in PDF, Excel or slide format. Each extracted data point is cited back to its exact source location.
How does V7 help accelerate investment research workflows?
V7 agents extract financial metrics, management commentary and operational signals across research documents, structuring them into comparable datasets. This reduces the manual reading workload and allows analysts to move faster on time-sensitive insights.
Can V7 analyse large volumes of filings and reports?
V7 Go can process large volumes of filings and research reports in parallel, extracting structured insights across entire coverage universes. This allows teams to monitor disclosures continuously rather than reviewing selectively.
How does V7 fit into our portfolio management workflow?
V7 integrates with the portfolio management and research systems hedge funds already use, routing structured outputs into existing workflows without manual re-entry.
How does V7 ensure extracted data is auditable?
Every data point extracted by a V7 agent is linked back to its exact page and source location, enabling analysts to verify any output instantly and maintain a clear audit trail.
Have questions?
What types of documents can V7 process for hedge fund teams?
V7 agents process the full range of documents hedge funds rely on — earnings reports, regulatory filings, research notes, investor presentations and alternative datasets — in PDF, Excel or slide format. Each extracted data point is cited back to its exact source location.
How does V7 help accelerate investment research workflows?
V7 agents extract financial metrics, management commentary and operational signals across research documents, structuring them into comparable datasets. This reduces the manual reading workload and allows analysts to move faster on time-sensitive insights.
Can V7 analyse large volumes of filings and reports?
V7 Go can process large volumes of filings and research reports in parallel, extracting structured insights across entire coverage universes. This allows teams to monitor disclosures continuously rather than reviewing selectively.
How does V7 fit into our portfolio management workflow?
V7 integrates with the portfolio management and research systems hedge funds already use, routing structured outputs into existing workflows without manual re-entry.
How does V7 ensure extracted data is auditable?
Every data point extracted by a V7 agent is linked back to its exact page and source location, enabling analysts to verify any output instantly and maintain a clear audit trail.