90% faster manager analysis
AI agent for Investment Consultants
From quarterly report review to strategic allocation
Delegate manager performance analysis to a specialized AI agent. It reads attribution reports, extracts key metrics, compares performance drivers across managers, and generates allocation recommendations aligned with your client's investment policy, freeing consultants to focus on client relationships and strategic advice.

Ideal for
Investment Consultants
Pension Fund Advisors
Institutional Consultants

See AI agent for Investment Consultants in action
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Q3 Manager Review - State Pension
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Time comparison
Time comparison
Traditional way
3-5 days per client
With V7 Go agents
2-4 hours
Average time saved
90%
Why V7 Go
Why V7 Go
Automated Attribution Analysis
Extracts performance attribution data from manager reports, identifying allocation effects, selection effects, and interaction effects across sectors, styles, and factors with precision.
Automated Attribution Analysis
Extracts performance attribution data from manager reports, identifying allocation effects, selection effects, and interaction effects across sectors, styles, and factors with precision.
Automated Attribution Analysis
Extracts performance attribution data from manager reports, identifying allocation effects, selection effects, and interaction effects across sectors, styles, and factors with precision.
Automated Attribution Analysis
Extracts performance attribution data from manager reports, identifying allocation effects, selection effects, and interaction effects across sectors, styles, and factors with precision.
Cross-Manager Comparison
Normalizes attribution methodologies across different managers to enable apples-to-apples performance comparison, even when managers use different attribution frameworks or reporting formats.
Cross-Manager Comparison
Normalizes attribution methodologies across different managers to enable apples-to-apples performance comparison, even when managers use different attribution frameworks or reporting formats.
Cross-Manager Comparison
Normalizes attribution methodologies across different managers to enable apples-to-apples performance comparison, even when managers use different attribution frameworks or reporting formats.
Cross-Manager Comparison
Normalizes attribution methodologies across different managers to enable apples-to-apples performance comparison, even when managers use different attribution frameworks or reporting formats.
Risk-Adjusted Metrics Extraction
Pulls Sharpe ratios, information ratios, tracking error, and other risk-adjusted performance metrics from technical reports, creating a standardized view of manager skill versus luck.
Risk-Adjusted Metrics Extraction
Pulls Sharpe ratios, information ratios, tracking error, and other risk-adjusted performance metrics from technical reports, creating a standardized view of manager skill versus luck.
Risk-Adjusted Metrics Extraction
Pulls Sharpe ratios, information ratios, tracking error, and other risk-adjusted performance metrics from technical reports, creating a standardized view of manager skill versus luck.
Risk-Adjusted Metrics Extraction
Pulls Sharpe ratios, information ratios, tracking error, and other risk-adjusted performance metrics from technical reports, creating a standardized view of manager skill versus luck.
Style Drift Detection
Monitors manager positioning over time to identify style drift, factor exposures, and deviations from stated investment mandates that could impact portfolio construction.
Style Drift Detection
Monitors manager positioning over time to identify style drift, factor exposures, and deviations from stated investment mandates that could impact portfolio construction.
Style Drift Detection
Monitors manager positioning over time to identify style drift, factor exposures, and deviations from stated investment mandates that could impact portfolio construction.
Style Drift Detection
Monitors manager positioning over time to identify style drift, factor exposures, and deviations from stated investment mandates that could impact portfolio construction.
Policy-Aligned Recommendations
References your client's Investment Policy Statement stored in the Knowledge Hub to generate allocation recommendations that respect constraints, targets, and rebalancing thresholds.
Policy-Aligned Recommendations
References your client's Investment Policy Statement stored in the Knowledge Hub to generate allocation recommendations that respect constraints, targets, and rebalancing thresholds.
Policy-Aligned Recommendations
References your client's Investment Policy Statement stored in the Knowledge Hub to generate allocation recommendations that respect constraints, targets, and rebalancing thresholds.
Policy-Aligned Recommendations
References your client's Investment Policy Statement stored in the Knowledge Hub to generate allocation recommendations that respect constraints, targets, and rebalancing thresholds.
Verifiable Data Trail
Links every extracted metric and recommendation back to the source page in manager reports with AI Citations, creating a complete audit trail for fiduciary documentation.
Verifiable Data Trail
Links every extracted metric and recommendation back to the source page in manager reports with AI Citations, creating a complete audit trail for fiduciary documentation.
Verifiable Data Trail
Links every extracted metric and recommendation back to the source page in manager reports with AI Citations, creating a complete audit trail for fiduciary documentation.
Verifiable Data Trail
Links every extracted metric and recommendation back to the source page in manager reports with AI Citations, creating a complete audit trail for fiduciary documentation.
Analyzes manager performance reports
To deliver allocation recommendations aligned with client policy.
Get started
Get started


Import your files
Microsoft Excel
,
Tableau
,
Microsoft Sharepoint Online
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 investment process.
Connect AI to your investment process.
Turn quarterly manager reviews into strategic allocation decisions.
Turn quarterly manager reviews into strategic allocation decisions.
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.
Supporting complex documents.
Up to 200 pages.
Manager reports vary widely in format and structure. This agent handles everything from standardized templates to custom presentations, extracting attribution data from dense tables, charts, and narrative commentary regardless of layout.
Input types
50+ languages
Complex Tables
200 pages
Multi-modal
Document types
PDFs
Spreadsheets
Charts
Graphs
Presentations
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Supporting complex documents.
Up to 200 pages.
Manager reports vary widely in format and structure. This agent handles everything from standardized templates to custom presentations, extracting attribution data from dense tables, charts, and narrative commentary regardless of layout.
Input types
50+ languages
Complex Tables
200 pages
Multi-modal
Document types
PDFs
Spreadsheets
Charts
Graphs
Presentations
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Supporting complex documents.
Up to 200 pages.
Manager reports vary widely in format and structure. This agent handles everything from standardized templates to custom presentations, extracting attribution data from dense tables, charts, and narrative commentary regardless of layout.
Input types
50+ languages
Complex Tables
200 pages
Multi-modal
Document types
PDFs
Spreadsheets
Charts
Graphs
Presentations
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Reach 99% accuracy rate
through GenAI reasoning.
Attribution analysis demands precision. The agent uses sophisticated table extraction and numerical reasoning to ensure performance metrics, basis points, and percentage contributions are captured with near-perfect accuracy for reliable manager comparison.
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.
Attribution analysis demands precision. The agent uses sophisticated table extraction and numerical reasoning to ensure performance metrics, basis points, and percentage contributions are captured with near-perfect accuracy for reliable manager comparison.
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.
Attribution analysis demands precision. The agent uses sophisticated table extraction and numerical reasoning to ensure performance metrics, basis points, and percentage contributions are captured with near-perfect accuracy for reliable manager comparison.
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 metric and recommendation is visually linked to its source in the manager reports. This creates a complete audit trail for fiduciary documentation and allows consultants to verify any data point instantly.

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 metric and recommendation is visually linked to its source in the manager reports. This creates a complete audit trail for fiduciary documentation and allows consultants to verify any data point instantly.

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 metric and recommendation is visually linked to its source in the manager reports. This creates a complete audit trail for fiduciary documentation and allows consultants to verify any data point instantly.

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.
Manager performance data is highly confidential. V7 Go processes all reports within your secure environment, ensuring client information and manager relationships remain protected under institutional-grade security protocols.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries.
Manager performance data is highly confidential. V7 Go processes all reports within your secure environment, ensuring client information and manager relationships remain protected under institutional-grade security protocols.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries.
Manager performance data is highly confidential. V7 Go processes all reports within your secure environment, ensuring client information and manager relationships remain protected under institutional-grade security protocols.
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 agent for Investment Consultants
How does it handle different attribution methodologies?
The agent recognizes common attribution frameworks including Brinson-Fachler, Brinson-Hood-Beebower, and factor-based models. It normalizes results to a common framework for comparison while preserving the original methodology details for transparency.
+
How does it handle different attribution methodologies?
The agent recognizes common attribution frameworks including Brinson-Fachler, Brinson-Hood-Beebower, and factor-based models. It normalizes results to a common framework for comparison while preserving the original methodology details for transparency.
+
How does it handle different attribution methodologies?
The agent recognizes common attribution frameworks including Brinson-Fachler, Brinson-Hood-Beebower, and factor-based models. It normalizes results to a common framework for comparison while preserving the original methodology details for transparency.
+
Can it work with our custom Investment Policy Statements?
Yes. You upload client IPS documents to a V7 Go Knowledge Hub. The agent references these policies when generating recommendations, ensuring all suggestions respect asset allocation ranges, rebalancing bands, and client-specific constraints.
+
Can it work with our custom Investment Policy Statements?
Yes. You upload client IPS documents to a V7 Go Knowledge Hub. The agent references these policies when generating recommendations, ensuring all suggestions respect asset allocation ranges, rebalancing bands, and client-specific constraints.
+
Can it work with our custom Investment Policy Statements?
Yes. You upload client IPS documents to a V7 Go Knowledge Hub. The agent references these policies when generating recommendations, ensuring all suggestions respect asset allocation ranges, rebalancing bands, and client-specific constraints.
+
What types of manager reports can it process?
The agent handles quarterly performance reports, attribution analyses, factor exposure reports, holdings-based analytics, and risk decomposition studies from institutional managers, regardless of format or template.
+
What types of manager reports can it process?
The agent handles quarterly performance reports, attribution analyses, factor exposure reports, holdings-based analytics, and risk decomposition studies from institutional managers, regardless of format or template.
+
What types of manager reports can it process?
The agent handles quarterly performance reports, attribution analyses, factor exposure reports, holdings-based analytics, and risk decomposition studies from institutional managers, regardless of format or template.
+
How does it identify manager skill versus market beta?
The agent extracts active return decomposition, analyzing allocation decisions, security selection, and factor tilts separately. It identifies persistent patterns across reporting periods to distinguish repeatable skill from temporary market conditions.
+
How does it identify manager skill versus market beta?
The agent extracts active return decomposition, analyzing allocation decisions, security selection, and factor tilts separately. It identifies persistent patterns across reporting periods to distinguish repeatable skill from temporary market conditions.
+
How does it identify manager skill versus market beta?
The agent extracts active return decomposition, analyzing allocation decisions, security selection, and factor tilts separately. It identifies persistent patterns across reporting periods to distinguish repeatable skill from temporary market conditions.
+
Can it track manager changes over time?
Absolutely. The agent maintains historical context from previous quarters stored in your Knowledge Hub, enabling trend analysis of attribution sources, style consistency, and risk profile evolution for each manager.
+
Can it track manager changes over time?
Absolutely. The agent maintains historical context from previous quarters stored in your Knowledge Hub, enabling trend analysis of attribution sources, style consistency, and risk profile evolution for each manager.
+
Can it track manager changes over time?
Absolutely. The agent maintains historical context from previous quarters stored in your Knowledge Hub, enabling trend analysis of attribution sources, style consistency, and risk profile evolution for each manager.
+
What is the final output format?
The agent delivers a structured comparison matrix with normalized metrics, a narrative summary of key findings, and specific allocation recommendations. This can be exported to Excel or integrated directly into your client reporting templates.
+
What is the final output format?
The agent delivers a structured comparison matrix with normalized metrics, a narrative summary of key findings, and specific allocation recommendations. This can be exported to Excel or integrated directly into your client reporting templates.
+
What is the final output format?
The agent delivers a structured comparison matrix with normalized metrics, a narrative summary of key findings, and specific allocation recommendations. This can be exported to Excel or integrated directly into your client reporting templates.
+
Next steps
Next steps
Still reading attribution reports line by line?
Send us your latest quarterly manager reports. We'll show you how our agent delivers comparative analysis and allocation recommendations in hours, not days.
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:
