85% faster due diligence
AI Manager Presentation Analysis
Extract insights from investment presentations
V7 Go automates manager presentation analysis by extracting performance data, investment strategies, and portfolio metrics from complex slide decks. Our AI agents process presentation content with precision, enabling faster due diligence and more informed investment decisions.

Ideal for
Investment Analysts
Portfolio Managers
Due Diligence Teams

See Manager Presentations in action
Play video

See Manager Presentations in action
Play video

Manager Presentation Analysis
See Manager Presentations in action
Play video

See Manager Presentations in action
Play video
Time comparison
Time comparison
Traditional review time
2-4 hours
2-4 hours
With V7 Go
5-10 minutes
5-10 minutes
Average time saved
85%
85%
Why V7 Go
Why V7 Go
Performance Data Extraction
Automatically extract returns, volatility, Sharpe ratios, and other key performance metrics from presentation slides and charts.
Performance Data Extraction
Automatically extract returns, volatility, Sharpe ratios, and other key performance metrics from presentation slides and charts.
Performance Data Extraction
Automatically extract returns, volatility, Sharpe ratios, and other key performance metrics from presentation slides and charts.
Performance Data Extraction
Automatically extract returns, volatility, Sharpe ratios, and other key performance metrics from presentation slides and charts.
Strategy Analysis
Identify investment strategies, sector allocations, and risk management approaches from narrative content and visual elements.
Strategy Analysis
Identify investment strategies, sector allocations, and risk management approaches from narrative content and visual elements.
Strategy Analysis
Identify investment strategies, sector allocations, and risk management approaches from narrative content and visual elements.
Strategy Analysis
Identify investment strategies, sector allocations, and risk management approaches from narrative content and visual elements.
Comparative Analysis
Compare multiple manager presentations side-by-side to identify best performers and investment opportunities.
Comparative Analysis
Compare multiple manager presentations side-by-side to identify best performers and investment opportunities.
Comparative Analysis
Compare multiple manager presentations side-by-side to identify best performers and investment opportunities.
Comparative Analysis
Compare multiple manager presentations side-by-side to identify best performers and investment opportunities.
Risk Assessment
Extract risk metrics, drawdown analysis, and risk management disclosures to assess manager capabilities.
Risk Assessment
Extract risk metrics, drawdown analysis, and risk management disclosures to assess manager capabilities.
Risk Assessment
Extract risk metrics, drawdown analysis, and risk management disclosures to assess manager capabilities.
Risk Assessment
Extract risk metrics, drawdown analysis, and risk management disclosures to assess manager capabilities.
Due Diligence Acceleration
Reduce presentation review time from hours to minutes, enabling faster investment decision-making processes.
Due Diligence Acceleration
Reduce presentation review time from hours to minutes, enabling faster investment decision-making processes.
Due Diligence Acceleration
Reduce presentation review time from hours to minutes, enabling faster investment decision-making processes.
Due Diligence Acceleration
Reduce presentation review time from hours to minutes, enabling faster investment decision-making processes.
Structured Reporting
Generate standardized reports and summaries that integrate with investment management platforms and workflows.
Structured Reporting
Generate standardized reports and summaries that integrate with investment management platforms and workflows.
Structured Reporting
Generate standardized reports and summaries that integrate with investment management platforms and workflows.
Structured Reporting
Generate standardized reports and summaries that integrate with investment management platforms and workflows.
Get started
Get started
Process investment presentations and reports
Extract performance data and strategic insights
Get started
Import your files
Bloomberg Terminal
,
,
Morningstar
Import your files from wherever they are currently stored
Import your files from wherever they are currently stored
All types of documents supported
All types of documents supported
Once imported our system extracts and organises the essentials
Once imported our system extracts and organises the essentials
The difference
The difference
Intelligent investment analysis
for asset management professionals
The difference
Finance teams work is about to make it's biggest shift in a century
Before
ChatGPT
V7 Go
Manual analysis of manager presentations is time-intensive and inconsistent, yet critical for investment allocation decisions.
Real competitive advantage comes from purpose-built AI systems, not off-the-shelf generic LLMs
Finance teams work is about to make it's biggest shift in a century
Before
ChatGPT
V7 Go
Manual analysis of manager presentations is time-intensive and inconsistent, yet critical for investment allocation decisions.
Real competitive advantage comes from purpose-built AI systems, not off-the-shelf generic LLMs
Finance teams work is about to make it's biggest shift in a century
Before
ChatGPT
V7 Go
Manual analysis of manager presentations is time-intensive and inconsistent, yet critical for investment allocation decisions.
Real competitive advantage comes from purpose-built AI systems, not off-the-shelf generic LLMs
Multiple agents available to do the work
Are there any clauses in our vendor contracts that create exposure or conflict with our standard terms?

Select and tailor agents to perfectly align with the specifics of your Manager Presentations
Multiple agents available to do the work
Are there any clauses in our vendor contracts that create exposure or conflict with our standard terms?

Select and tailor agents to perfectly align with the specifics of your Manager Presentations
Multiple agents available to do the work
Are there any clauses in our vendor contracts that create exposure or conflict with our standard terms?

Select and tailor agents to perfectly align with the specifics of your Manager Presentations
The difference
Intelligent investment analysis
for asset management professionals
The difference
Finance teams work is about to make it's biggest shift in a century
Before
ChatGPT
V7 Go
Analysts spend days manually reading 100+ page documents trying to spot subtle year-over-year changes in risk disclosures and MD&A.
Real competitive advantage comes from purpose-built AI systems, not off-the-shelf generic LLMs
Play video
Multiple agents available to do the work
Are there any clauses in our vendor contracts that create exposure or conflict with our standard terms?

Select and tailor agents to perfectly align with the specifics of your Manager Presentations
Play video
Customer Voices
Customer Voices
Designed for investment professionals who value speed
Trusted by global teams delivering real impact
Finance
•
Legal
•
Insurance
•
Tax
•
Real Estate
Finance
•
Legal
•
Insurance
•
Tax
•
Real Estate
Finance
•
Legal
•
Insurance
•
Tax
•
Real Estate
Customer Voices
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
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
“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
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
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
Healthcare
The configurability and extensive API interface of V7 has enabled us to quickly create, customise, deploy and make changes to our labelling processes all through automated communications with our own backend tooling.
Read the full story
Automotive
"We chose V7 because we wanted to build new types of workflows. We had our own system, but we wanted it to accomplish additional tasks, like create other annotation types, re-annotations, annotations on videos—activities that would be a lot of effort in development."
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.
Supporting complex documents
with ease
Handle comprehensive manager presentations with sophisticated charts, performance tables, and multi-slide narratives. V7 Go processes PowerPoint decks, PDF reports, and visual data presentations, extracting investment metrics and strategic insights from complex financial documents through specialized investment workflows.
Input types
50+ languages
Handwritten
200 pages
Multi-modal
Document types
PDFs
URL
Tables
Graphs
Performance Charts
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Supporting complex documents
with ease
Handle comprehensive manager presentations with sophisticated charts, performance tables, and multi-slide narratives. V7 Go processes PowerPoint decks, PDF reports, and visual data presentations, extracting investment metrics and strategic insights from complex financial documents through specialized investment workflows.
Input types
50+ languages
Handwritten
200 pages
Multi-modal
Document types
PDFs
URL
Tables
Graphs
Performance Charts
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Supporting complex documents
with ease
Handle comprehensive manager presentations with sophisticated charts, performance tables, and multi-slide narratives. V7 Go processes PowerPoint decks, PDF reports, and visual data presentations, extracting investment metrics and strategic insights from complex financial documents through specialized investment workflows.
Input types
50+ languages
Handwritten
200 pages
Multi-modal
Document types
PDFs
URL
Tables
Graphs
Performance Charts
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Reach 99% accuracy rate through
GenAI reasoning
Achieve investment-grade accuracy in extracting performance metrics, risk statistics, and portfolio allocations from manager presentations. Our specialized financial reasoning models understand investment terminology, recognize chart patterns, and validate data consistency across presentation slides to deliver reliable analysis for critical investment decisions.
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)
Reach 99% accuracy rate through
GenAI reasoning
Achieve investment-grade accuracy in extracting performance metrics, risk statistics, and portfolio allocations from manager presentations. Our specialized financial reasoning models understand investment terminology, recognize chart patterns, and validate data consistency across presentation slides to deliver reliable analysis for critical investment decisions.
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)
Reach 99% accuracy rate through
GenAI reasoning
Achieve investment-grade accuracy in extracting performance metrics, risk statistics, and portfolio allocations from manager presentations. Our specialized financial reasoning models understand investment terminology, recognize chart patterns, and validate data consistency across presentation slides to deliver reliable analysis for critical investment decisions.
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 reality
Every extracted performance metric and investment insight is directly linked to its source location in the manager presentation. This visual grounding is essential for investment due diligence, allowing analysts to verify claims, cross-reference data points, and maintain audit trails for regulatory compliance and investment committee reviews.

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 reality
Every extracted performance metric and investment insight is directly linked to its source location in the manager presentation. This visual grounding is essential for investment due diligence, allowing analysts to verify claims, cross-reference data points, and maintain audit trails for regulatory compliance and investment committee reviews.

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 reality
Every extracted performance metric and investment insight is directly linked to its source location in the manager presentation. This visual grounding is essential for investment due diligence, allowing analysts to verify claims, cross-reference data points, and maintain audit trails for regulatory compliance and investment committee reviews.

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 high-stake industries
Protect sensitive investment data and manager information with institutional-grade security designed for asset management firms. V7 Go meets financial services compliance requirements, provides encrypted data processing, and integrates securely with investment platforms while maintaining strict confidentiality of proprietary investment strategies and performance data.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries
Protect sensitive investment data and manager information with institutional-grade security designed for asset management firms. V7 Go meets financial services compliance requirements, provides encrypted data processing, and integrates securely with investment platforms while maintaining strict confidentiality of proprietary investment strategies and performance data.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries
Protect sensitive investment data and manager information with institutional-grade security designed for asset management firms. V7 Go meets financial services compliance requirements, provides encrypted data processing, and integrates securely with investment platforms while maintaining strict confidentiality of proprietary investment strategies and performance data.
Certifications
GPDR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Answers
Answers
What you need to know about our
Manager Presentations
What types of data can V7 Go extract from manager presentations?
V7 Go can extract performance metrics, returns data, risk statistics, portfolio allocations, investment strategies, team information, and fee structures from presentation slides, charts, and tables with high accuracy.
+
What types of data can V7 Go extract from manager presentations?
V7 Go can extract performance metrics, returns data, risk statistics, portfolio allocations, investment strategies, team information, and fee structures from presentation slides, charts, and tables with high accuracy.
+
What types of data can V7 Go extract from manager presentations?
V7 Go can extract performance metrics, returns data, risk statistics, portfolio allocations, investment strategies, team information, and fee structures from presentation slides, charts, and tables with high accuracy.
+
How does V7 Go handle different presentation formats and styles?
V7 Go processes various presentation formats including PowerPoint, PDF, and Google Slides, adapting to different visual layouts, chart types, and data presentation styles across different managers.
+
How does V7 Go handle different presentation formats and styles?
V7 Go processes various presentation formats including PowerPoint, PDF, and Google Slides, adapting to different visual layouts, chart types, and data presentation styles across different managers.
+
How does V7 Go handle different presentation formats and styles?
V7 Go processes various presentation formats including PowerPoint, PDF, and Google Slides, adapting to different visual layouts, chart types, and data presentation styles across different managers.
+
Can V7 Go compare multiple manager presentations simultaneously?
Yes, V7 Go can analyze multiple manager presentations in parallel and generate comparative reports highlighting performance differences, strategy variations, and relative strengths across managers.
+
Can V7 Go compare multiple manager presentations simultaneously?
Yes, V7 Go can analyze multiple manager presentations in parallel and generate comparative reports highlighting performance differences, strategy variations, and relative strengths across managers.
+
Can V7 Go compare multiple manager presentations simultaneously?
Yes, V7 Go can analyze multiple manager presentations in parallel and generate comparative reports highlighting performance differences, strategy variations, and relative strengths across managers.
+
How does V7 Go ensure accuracy when extracting financial data from charts?
V7 Go uses advanced visual recognition and data validation techniques to accurately extract numerical data from charts and graphs, with built-in verification processes to ensure data integrity.
+
How does V7 Go ensure accuracy when extracting financial data from charts?
V7 Go uses advanced visual recognition and data validation techniques to accurately extract numerical data from charts and graphs, with built-in verification processes to ensure data integrity.
+
How does V7 Go ensure accuracy when extracting financial data from charts?
V7 Go uses advanced visual recognition and data validation techniques to accurately extract numerical data from charts and graphs, with built-in verification processes to ensure data integrity.
+
Can V7 Go integrate with existing investment management platforms?
Yes, V7 Go integrates with popular investment platforms including Bloomberg Terminal, FactSet, and Morningstar, enabling seamless data transfer and workflow integration.
+
Can V7 Go integrate with existing investment management platforms?
Yes, V7 Go integrates with popular investment platforms including Bloomberg Terminal, FactSet, and Morningstar, enabling seamless data transfer and workflow integration.
+
Can V7 Go integrate with existing investment management platforms?
Yes, V7 Go integrates with popular investment platforms including Bloomberg Terminal, FactSet, and Morningstar, enabling seamless data transfer and workflow integration.
+
How quickly can V7 Go analyze a typical manager presentation?
V7 Go can analyze a comprehensive manager presentation in 5-10 minutes, compared to hours of manual review, providing immediate insights and structured data extraction.
+
How quickly can V7 Go analyze a typical manager presentation?
V7 Go can analyze a comprehensive manager presentation in 5-10 minutes, compared to hours of manual review, providing immediate insights and structured data extraction.
+
How quickly can V7 Go analyze a typical manager presentation?
V7 Go can analyze a comprehensive manager presentation in 5-10 minutes, compared to hours of manual review, providing immediate insights and structured data extraction.
+
Pilot
Pilot
Accelerate your manager due diligence process
Accelerate your manager due diligence process
Join leading investment firms using V7 Go for faster, smarter analysis
Join leading investment firms using V7 Go for faster, smarter analysis
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

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