Weeks of analysis in hours

AI Fund of Funds Performance Attribution Agent

AI Fund of Funds Performance Attribution Agent

AI Fund of Funds Performance Attribution Agent

Understand the 'why' behind your returns

Understand the 'why' behind your returns

Understand the 'why' behind your returns

Delegate your performance analysis to a specialized AI agent. It reads and consolidates data from all your underlying manager reports, automatically performing attribution analysis to show you exactly which managers, strategies, and sectors are driving your portfolio's performance.

Ideal for

Fund-of-Funds

Pension Funds

Endowments

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    Sony logo
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See AI Fund of Funds Performance Attribution 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 Fund of Funds Performance Attribution Agent in action

Play video

Quarterly 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 Fund of Funds Performance Attribution 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 weeks per quarter

With V7 Go agents

2-4 hours

Average time saved

95%

Why V7 Go

Automated Data Aggregation

Reads and extracts performance data from underlying manager reports in any format (PDF, Excel, etc.), eliminating the need for manual data entry from inconsistent sources.

Automated Data Aggregation

Reads and extracts performance data from underlying manager reports in any format (PDF, Excel, etc.), eliminating the need for manual data entry from inconsistent sources.

Performance Attribution Analysis

Automatically calculates and decomposes portfolio returns to show what percentage was driven by manager selection, asset allocation, sector focus, or other custom factors.

Performance Attribution Analysis

Automatically calculates and decomposes portfolio returns to show what percentage was driven by manager selection, asset allocation, sector focus, or other custom factors.

Manager & Strategy Benchmarking

Creates a structured database of performance, allowing you to easily compare and benchmark managers against each other and against relevant market indices.

Manager & Strategy Benchmarking

Creates a structured database of performance, allowing you to easily compare and benchmark managers against each other and against relevant market indices.

Top & Bottom Performer ID

Instantly identifies the specific managers and underlying investments that are contributing the most (and least) to your overall portfolio performance in any given period.

Top & Bottom Performer ID

Instantly identifies the specific managers and underlying investments that are contributing the most (and least) to your overall portfolio performance in any given period.

Qualitative Commentary Analysis

Doesn't just extract numbers. The agent reads the manager's narrative commentary to extract insights on strategy, market outlook, and key performance drivers.

Qualitative Commentary Analysis

Doesn't just extract numbers. The agent reads the manager's narrative commentary to extract insights on strategy, market outlook, and key performance drivers.

Customizable Dashboards & Reports

Delivers the attribution analysis in the format you need, whether it's a data feed for your BI tools, a populated Excel template, or a presentation-ready PDF for your investment committee.

Customizable Dashboards & Reports

Delivers the attribution analysis in the format you need, whether it's a data feed for your BI tools, a populated Excel template, or a presentation-ready PDF for your investment committee.

Consolidates and analyzes data from all your managers

To reveal the true drivers of your portfolio's 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 report.

No matter the format.

The agent is built to handle the inconsistency of manager reporting. It intelligently extracts performance data from any source, including bespoke PDF quarterly letters, complex Excel reports, and data from investor portals.

Input types

50+ languages

Investor Portals

Complex Tables

Multi-modal

Document types

PDFs

Excel (.xlsx)

Graphs

Scans

Spreadsheets

Vendor_US.xlsx

12

Supply_2023.pptx

Review_Legal.pdf

Works with any manager report.

No matter the format.

The agent is built to handle the inconsistency of manager reporting. It intelligently extracts performance data from any source, including bespoke PDF quarterly letters, complex Excel reports, and data from investor portals.

Input types

50+ languages

Investor Portals

Complex Tables

Multi-modal

Document types

PDFs

Excel (.xlsx)

Graphs

Scans

Spreadsheets

Vendor_US.xlsx

12

Supply_2023.pptx

Review_Legal.pdf

Achieve near-perfect accuracy

with AI reasoning.

Good attribution relies on perfect data. The agent is optimized to extract and normalize financial data—NAVs, capital flows, valuations—with extreme precision, eliminating the manual errors that corrupt performance analysis.

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.

Good attribution relies on perfect data. The agent is optimized to extract and normalize financial data—NAVs, capital flows, valuations—with extreme precision, eliminating the manual errors that corrupt performance analysis.

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 auditable performance record. Every number in your attribution report is visually linked back to its source in the original manager statement, giving your LPs and investment committee complete confidence.

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 auditable performance record. Every number in your attribution report is visually linked back to its source in the original manager statement, giving your LPs and investment committee complete confidence.

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 detailed portfolio performance and manager-level data are highly confidential. V7 Go processes all of this information within your secure, private environment to ensure it is always protected.

Certifications

GDPR

SOC2

HIPAA

ISO

Safety

Custom storage

Data governance

Access-level permissions

Enterprise-grade security

for sensitive financial data.

Your detailed portfolio performance and manager-level data are highly confidential. V7 Go processes all of this information within your secure, private environment to ensure it is always protected.

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

Precision AI for Institutional Workflows

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.