Deeper manager insights

AI Hedge Fund Performance Analysis Agent

AI Hedge Fund Performance Analysis Agent

AI Hedge Fund Performance Analysis Agent

Understand the 'how' behind the returns

Understand the 'how' behind the returns

Understand the 'how' behind the returns

Delegate the deep analysis of hedge fund performance to a specialized AI agent. It reads manager letters and performance reports to decompose returns, identify key risk exposures, and analyze the drivers of both alpha and beta, providing a true understanding of a manager's skill.

Ideal for

Fund-of-Funds

Pensions & Endowments

Institutional Investors

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    Brotherhood Mutual logo
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    Roche logo
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    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
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See AI Hedge Fund Performance Analysis Agent in action

Play video

  • Mercedes-Benz logo
    SMC  logo
    Gradient rectangle
    Centerline logo
    Abstract graphic with black and white elements
    Abstract pattern with overlapping shapes.
    Alaris logo
    Progress bar with text at bottom percentage
    SITO logo
    Diagonal stripes on a rectangular background
    SVG logo for Reddit
    Grey and black abstract symbol
    Foobar logo
    ABL logo
    SVG logo for Google
    Bar chart with two bars of different heights
    Brotherhood Mutual logo
    Black and white abstract graphic.
    Paige logo
    Roche logo
    Logo with abstract shapes and text.
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
    Light gray waveform pattern on white background
    SVG logo with black letters
    Abstract pattern with blue and green colors

See AI Hedge Fund Performance Analysis Agent in action

Play video

Manager Performance Review

  • Mercedes-Benz logo
    SMC  logo
    Gradient rectangle
    Centerline logo
    Abstract graphic with black and white elements
    Abstract pattern with overlapping shapes.
    Alaris logo
    Progress bar with text at bottom percentage
    SITO logo
    Diagonal stripes on a rectangular background
    SVG logo for Reddit
    Grey and black abstract symbol
    Foobar logo
    ABL logo
    SVG logo for Google
    Bar chart with two bars of different heights
    Brotherhood Mutual logo
    Black and white abstract graphic.
    Paige logo
    Roche logo
    Logo with abstract shapes and text.
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
    Light gray waveform pattern on white background
    SVG logo with black letters
    Abstract pattern with blue and green colors

See AI Hedge Fund Performance Analysis Agent in action

Play video

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

1-2 days per manager

With V7 Go agents

15-30 minutes

Average time saved

95%

Why V7 Go

Performance Attribution Analysis

Goes beyond the total return number to decompose performance, showing how much was driven by market beta, sector selection, security selection (alpha), and other factors.

Performance Attribution Analysis

Goes beyond the total return number to decompose performance, showing how much was driven by market beta, sector selection, security selection (alpha), and other factors.

Risk-Adjusted Return Calculation

Automatically calculates key risk metrics like Sharpe ratio, Sortino ratio, and max drawdown, allowing you to compare managers on a true risk-adjusted basis.

Risk-Adjusted Return Calculation

Automatically calculates key risk metrics like Sharpe ratio, Sortino ratio, and max drawdown, allowing you to compare managers on a true risk-adjusted basis.

Style Drift Detection

Analyzes position-level data and manager commentary over time to detect any deviation from their stated investment style, such as changes in net exposure or sector concentration.

Style Drift Detection

Analyzes position-level data and manager commentary over time to detect any deviation from their stated investment style, such as changes in net exposure or sector concentration.

Investor Letter Summarization

Reads lengthy, unstructured investor letters to extract and summarize the manager's market outlook, thematic views, and explanations for their performance.

Investor Letter Summarization

Reads lengthy, unstructured investor letters to extract and summarize the manager's market outlook, thematic views, and explanations for their performance.

Portfolio Exposure Analysis

Consolidates holdings data from reports to provide a clear view of a fund's exposure to different sectors, geographies, and market factors.

Portfolio Exposure Analysis

Consolidates holdings data from reports to provide a clear view of a fund's exposure to different sectors, geographies, and market factors.

Cited and Auditable Insights

Every number and summarized point in the analysis is visually linked back to its source in the original manager report, creating a fully transparent and defensible diligence file.

Cited and Auditable Insights

Every number and summarized point in the analysis is visually linked back to its source in the original manager report, creating a fully transparent and defensible diligence file.

Analyzes manager performance reports and investor letters

To provide a true, multi-faceted view of performance.

Features

Features

Results you can actually trust.
Reliable AI document processing toolkit.

Results you can trust.
Trustworthy AI document processing toolkit.

Works with any manager's reports.

No matter how inconsistent.

This agent is designed for the non-standard world of hedge fund reporting. It extracts performance data from any format, including bespoke PDF investor letters with narrative commentary and complex, multi-tab Excel reports.

Input types

50+ languages

Complex Tables

Charts and Graphs

Unstructured Text

Document types

PDFs

Excel (.xlsx)

Investor Letters

Scans

Spreadsheets

Vendor_US.xlsx

12

Supply_2023.pptx

Review_Legal.pdf

Works with any manager's reports.

No matter how inconsistent.

This agent is designed for the non-standard world of hedge fund reporting. It extracts performance data from any format, including bespoke PDF investor letters with narrative commentary and complex, multi-tab Excel reports.

Input types

50+ languages

Complex Tables

Charts and Graphs

Unstructured Text

Document types

PDFs

Excel (.xlsx)

Investor Letters

Scans

Spreadsheets

Vendor_US.xlsx

12

Supply_2023.pptx

Review_Legal.pdf

Achieve near-perfect accuracy

with AI reasoning.

Manager selection depends on precise data. The agent uses AI reasoning to accurately extract performance numbers and interpret manager commentary, ensuring your analysis is based on a true understanding of the fund.

Model providers

OpenAI, Anthropic, Gemini logos

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.

Manager selection depends on precise data. The agent uses AI reasoning to accurately extract performance numbers and interpret manager commentary, ensuring your analysis is based on a true understanding of the fund.

Model providers

OpenAI, Anthropic, Gemini logos

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 defensible diligence file on every manager. Each extracted performance metric and summarized commentary point is visually linked to its source in the original report, providing a perfect audit trail.

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 defensible diligence file on every manager. Each extracted performance metric and summarized commentary point is visually linked to its source in the original report, providing a perfect audit trail.

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.

Manager performance data is highly confidential. V7 Go is architected to protect this sensitive information, processing all reports and performing all analysis 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.

Manager performance data is highly confidential. V7 Go is architected to protect this sensitive information, processing all reports and performing all analysis within your secure, private environment.

Certifications

GPDR

SOC2

HIPAA

ISO

Safety

Custom storage

Data governance

Access-level permissions

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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

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

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

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Build once.

Deploy across the team.

Improve over time.

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Build once.

Deploy across the team.

Improve over time.

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Build once.

Deploy across the team.

Improve over time.