Analyze reports 95% faster
AI Manager Report Agent
The insights from every manager, without the reading
Delegate the analysis of your manager communications to a specialized AI agent. It reads every quarterly letter and performance report, automatically extracting key data, summarizing the manager's commentary, and flagging the insights that matter most to you.

Ideal for
LPs
Endowments
Family Offices

See AI Manager Report Agent in action
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See AI Manager Report Agent in action
Play video

See AI Manager Report Agent in action
Play video

Quarterly Manager Review
See AI Manager Report Agent in action
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Time comparison
Time comparison
Traditional way
Hours of manual reading weekly
With V7 Go agents
Minutes (automated)
Average time saved
98%
Why V7 Go
Why V7 Go
Handles Any Report Format
The agent uses AI to read and understand the bespoke, non-standard formats of quarterly reports and investor letters from any PE, VC, or hedge fund manager.
Handles Any Report Format
The agent uses AI to read and understand the bespoke, non-standard formats of quarterly reports and investor letters from any PE, VC, or hedge fund manager.
Handles Any Report Format
The agent uses AI to read and understand the bespoke, non-standard formats of quarterly reports and investor letters from any PE, VC, or hedge fund manager.
Handles Any Report Format
The agent uses AI to read and understand the bespoke, non-standard formats of quarterly reports and investor letters from any PE, VC, or hedge fund manager.
Performance Data Extraction
Automatically finds and extracts key quantitative performance data, including quarterly and YTD returns, NAVs, and key portfolio-level metrics (DPI, TVPI).
Performance Data Extraction
Automatically finds and extracts key quantitative performance data, including quarterly and YTD returns, NAVs, and key portfolio-level metrics (DPI, TVPI).
Performance Data Extraction
Automatically finds and extracts key quantitative performance data, including quarterly and YTD returns, NAVs, and key portfolio-level metrics (DPI, TVPI).
Performance Data Extraction
Automatically finds and extracts key quantitative performance data, including quarterly and YTD returns, NAVs, and key portfolio-level metrics (DPI, TVPI).
Qualitative Commentary Summarization
Reads the dense, unstructured narrative of the investor letter and provides a concise, structured summary of the manager's commentary on performance, outlook, and positioning.
Qualitative Commentary Summarization
Reads the dense, unstructured narrative of the investor letter and provides a concise, structured summary of the manager's commentary on performance, outlook, and positioning.
Qualitative Commentary Summarization
Reads the dense, unstructured narrative of the investor letter and provides a concise, structured summary of the manager's commentary on performance, outlook, and positioning.
Qualitative Commentary Summarization
Reads the dense, unstructured narrative of the investor letter and provides a concise, structured summary of the manager's commentary on performance, outlook, and positioning.
Thematic & Trend Analysis
Analyzes reports from all your managers at once to identify consensus views, contrarian opinions, and emerging thematic trends across your entire portfolio.
Thematic & Trend Analysis
Analyzes reports from all your managers at once to identify consensus views, contrarian opinions, and emerging thematic trends across your entire portfolio.
Thematic & Trend Analysis
Analyzes reports from all your managers at once to identify consensus views, contrarian opinions, and emerging thematic trends across your entire portfolio.
Thematic & Trend Analysis
Analyzes reports from all your managers at once to identify consensus views, contrarian opinions, and emerging thematic trends across your entire portfolio.
Custom Insight Flagging
Define what matters to you. The agent can be configured to monitor all reports for specific keywords or topics—like a mention of a specific portfolio company or a key employee departure.
Custom Insight Flagging
Define what matters to you. The agent can be configured to monitor all reports for specific keywords or topics—like a mention of a specific portfolio company or a key employee departure.
Custom Insight Flagging
Define what matters to you. The agent can be configured to monitor all reports for specific keywords or topics—like a mention of a specific portfolio company or a key employee departure.
Custom Insight Flagging
Define what matters to you. The agent can be configured to monitor all reports for specific keywords or topics—like a mention of a specific portfolio company or a key employee departure.
Cited for Verifiability
Every extracted number and summarized point is supported by a visual citation, linking it directly back to the source text in the original manager report for instant fact-checking.
Cited for Verifiability
Every extracted number and summarized point is supported by a visual citation, linking it directly back to the source text in the original manager report for instant fact-checking.
Cited for Verifiability
Every extracted number and summarized point is supported by a visual citation, linking it directly back to the source text in the original manager report for instant fact-checking.
Cited for Verifiability
Every extracted number and summarized point is supported by a visual citation, linking it directly back to the source text in the original manager report for instant fact-checking.
Reads all of your inbound manager communications
To extract the critical data and narrative insights.
Get started
Get started
Import your files
SharePoint
,
Microsoft Outlook
,
Tableau
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 manager communications.
Connect AI to your manager communications.
Turn a flood of reports into a clear stream of intelligence.
Turn a flood of reports into a clear stream of intelligence.
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.
Works with any manager's format.
From polished PDFs to simple emails.
This agent is built to handle the chaotic variety of manager reporting. It reads and extracts insights from any format, including bespoke quarterly letter PDFs, complex Excel performance reports, and unstructured email updates.
Input types
50+ languages
Unstructured Text
Complex Tables
Multi-modal
Document types
PDFs
Emails
Spreadsheets
Investor Portals
Scans
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Works with any manager's format.
From polished PDFs to simple emails.
This agent is built to handle the chaotic variety of manager reporting. It reads and extracts insights from any format, including bespoke quarterly letter PDFs, complex Excel performance reports, and unstructured email updates.
Input types
50+ languages
Unstructured Text
Complex Tables
Multi-modal
Document types
PDFs
Emails
Spreadsheets
Investor Portals
Scans
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Works with any manager's format.
From polished PDFs to simple emails.
This agent is built to handle the chaotic variety of manager reporting. It reads and extracts insights from any format, including bespoke quarterly letter PDFs, complex Excel performance reports, and unstructured email updates.
Input types
50+ languages
Unstructured Text
Complex Tables
Multi-modal
Document types
PDFs
Emails
Spreadsheets
Investor Portals
Scans
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Achieve near-perfect accuracy
with AI reasoning.
Your portfolio decisions depend on correct data. The agent uses AI optimized for financial documents to extract performance numbers with high precision and to accurately interpret the nuance of a manager's written commentary.
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.
Your portfolio decisions depend on correct data. The agent uses AI optimized for financial documents to extract performance numbers with high precision and to accurately interpret the nuance of a manager's written commentary.
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.
Your portfolio decisions depend on correct data. The agent uses AI optimized for financial documents to extract performance numbers with high precision and to accurately interpret the nuance of a manager's written commentary.
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.
Every insight is fully auditable. When the agent summarizes a manager's outlook or extracts a performance figure, it provides a visual citation linking directly back to the source sentence or table in the original report.

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.
Every insight is fully auditable. When the agent summarizes a manager's outlook or extracts a performance figure, it provides a visual citation linking directly back to the source sentence or table in the original report.

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.
Every insight is fully auditable. When the agent summarizes a manager's outlook or extracts a performance figure, it provides a visual citation linking directly back to the source sentence or table in the original report.

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 manager reports and portfolio composition are highly confidential. V7 Go ensures this information remains protected by processing all documents 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 manager reports and portfolio composition are highly confidential. V7 Go ensures this information remains protected by processing all documents 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 manager reports and portfolio composition are highly confidential. V7 Go ensures this information remains protected by processing all documents within your secure, private environment.
Certifications
GPDR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
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Answers
Answers
What you need to know about our
AI Manager Report Agent
How does it handle the inconsistent formats from dozens of different fund managers?
V7 Go's AI is built for this variability. It doesn't rely on fixed templates; it reads and understands the documents based on context, allowing it to find performance tables and commentary regardless of the manager's unique reporting style.
+
How does it handle the inconsistent formats from dozens of different fund managers?
V7 Go's AI is built for this variability. It doesn't rely on fixed templates; it reads and understands the documents based on context, allowing it to find performance tables and commentary regardless of the manager's unique reporting style.
+
How does it handle the inconsistent formats from dozens of different fund managers?
V7 Go's AI is built for this variability. It doesn't rely on fixed templates; it reads and understands the documents based on context, allowing it to find performance tables and commentary regardless of the manager's unique reporting style.
+
Can it handle password-protected reports sent via email?
Yes. It can be chained with our Encrypted Document Handler agent. One agent can monitor an inbox and securely decrypt the reports, which are then passed to this agent for analysis in a seamless workflow.
+
Can it handle password-protected reports sent via email?
Yes. It can be chained with our Encrypted Document Handler agent. One agent can monitor an inbox and securely decrypt the reports, which are then passed to this agent for analysis in a seamless workflow.
+
Can it handle password-protected reports sent via email?
Yes. It can be chained with our Encrypted Document Handler agent. One agent can monitor an inbox and securely decrypt the reports, which are then passed to this agent for analysis in a seamless workflow.
+
How is this different from the general 'Portfolio Reporting Agent'?
This agent is specialized for LPs. It focuses on reading and analyzing the inbound reports you receive *from* your managers. The Portfolio Reporting Agent is for the managers themselves, helping them create their own outbound reports.
+
How is this different from the general 'Portfolio Reporting Agent'?
This agent is specialized for LPs. It focuses on reading and analyzing the inbound reports you receive *from* your managers. The Portfolio Reporting Agent is for the managers themselves, helping them create their own outbound reports.
+
How is this different from the general 'Portfolio Reporting Agent'?
This agent is specialized for LPs. It focuses on reading and analyzing the inbound reports you receive *from* your managers. The Portfolio Reporting Agent is for the managers themselves, helping them create their own outbound reports.
+
Can we customize what information it summarizes from the letters?
Absolutely. You can provide the agent with a specific list of topics to look for (e.g., 'commentary on inflation,' 'views on the technology sector') to ensure the summary is tailored to your investment committee's interests.
+
Can we customize what information it summarizes from the letters?
Absolutely. You can provide the agent with a specific list of topics to look for (e.g., 'commentary on inflation,' 'views on the technology sector') to ensure the summary is tailored to your investment committee's interests.
+
Can we customize what information it summarizes from the letters?
Absolutely. You can provide the agent with a specific list of topics to look for (e.g., 'commentary on inflation,' 'views on the technology sector') to ensure the summary is tailored to your investment committee's interests.
+
What is the final output?
The output is typically a consolidated summary report, often in Word or as a data feed for your BI dashboard. It includes both the structured performance data and the synthesized qualitative insights for each manager.
+
What is the final output?
The output is typically a consolidated summary report, often in Word or as a data feed for your BI dashboard. It includes both the structured performance data and the synthesized qualitative insights for each manager.
+
What is the final output?
The output is typically a consolidated summary report, often in Word or as a data feed for your BI dashboard. It includes both the structured performance data and the synthesized qualitative insights for each manager.
+
How can we trust the summarized commentary?
Every summary point is 100% traceable. The agent provides visual citations that show you the exact sentences from the original investor letter that were used to generate the summary, giving you full confidence.
+
How can we trust the summarized commentary?
Every summary point is 100% traceable. The agent provides visual citations that show you the exact sentences from the original investor letter that were used to generate the summary, giving you full confidence.
+
How can we trust the summarized commentary?
Every summary point is 100% traceable. The agent provides visual citations that show you the exact sentences from the original investor letter that were used to generate the summary, giving you full confidence.
+
Next steps
Next steps
How much insight is buried in your unread manager reports?
Send us a batch of your recent, anonymized manager letters. We'll show you the comprehensive, actionable summary our AI agent can create in minutes.
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: