Uncover hidden alpha
AI Contrarian Analysis Agent
Find the opportunities others miss
Delegate contrarian analysis to a specialized AI agent. It analyzes market sentiment, consensus views, and financial data to identify overlooked investment opportunities that create alpha.

Ideal for
Hedge Fund Analysts
Portfolio Managers
Investment Researchers

See AI Contrarian Analysis Agent in action
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See AI Contrarian Analysis Agent in action
Play video

See AI Contrarian Analysis Agent in action
Play video

Contrarian Opportunity Analysis
See AI Contrarian Analysis Agent in action
Play video
Time comparison
Time comparison
Traditional way
8-12 hours
With V7 Go agents
15-30 minutes
Average time saved
95%
Why V7 Go
Why V7 Go
Sentiment Analysis
Analyzes market sentiment, analyst consensus, and media coverage to identify when the market may be overreacting to news or missing key developments.
Sentiment Analysis
Analyzes market sentiment, analyst consensus, and media coverage to identify when the market may be overreacting to news or missing key developments.
Sentiment Analysis
Analyzes market sentiment, analyst consensus, and media coverage to identify when the market may be overreacting to news or missing key developments.
Sentiment Analysis
Analyzes market sentiment, analyst consensus, and media coverage to identify when the market may be overreacting to news or missing key developments.
Valuation Discrepancy Detection
Compares current valuations against historical norms, peer multiples, and fundamental metrics to spot potential mispricings.
Valuation Discrepancy Detection
Compares current valuations against historical norms, peer multiples, and fundamental metrics to spot potential mispricings.
Valuation Discrepancy Detection
Compares current valuations against historical norms, peer multiples, and fundamental metrics to spot potential mispricings.
Valuation Discrepancy Detection
Compares current valuations against historical norms, peer multiples, and fundamental metrics to spot potential mispricings.
Crowded Trade Identification
Identifies when popular trades become overcrowded and suggests alternative opportunities with better risk-adjusted returns.
Crowded Trade Identification
Identifies when popular trades become overcrowded and suggests alternative opportunities with better risk-adjusted returns.
Crowded Trade Identification
Identifies when popular trades become overcrowded and suggests alternative opportunities with better risk-adjusted returns.
Crowded Trade Identification
Identifies when popular trades become overcrowded and suggests alternative opportunities with better risk-adjusted returns.
Catalyst Timing Analysis
Analyzes upcoming catalysts and events to identify when contrarian positions might be most opportune.
Catalyst Timing Analysis
Analyzes upcoming catalysts and events to identify when contrarian positions might be most opportune.
Catalyst Timing Analysis
Analyzes upcoming catalysts and events to identify when contrarian positions might be most opportune.
Catalyst Timing Analysis
Analyzes upcoming catalysts and events to identify when contrarian positions might be most opportune.
Risk-Reward Assessment
Evaluates the risk-reward profile of contrarian opportunities to ensure they meet investment criteria.
Risk-Reward Assessment
Evaluates the risk-reward profile of contrarian opportunities to ensure they meet investment criteria.
Risk-Reward Assessment
Evaluates the risk-reward profile of contrarian opportunities to ensure they meet investment criteria.
Risk-Reward Assessment
Evaluates the risk-reward profile of contrarian opportunities to ensure they meet investment criteria.
Portfolio Integration
Provides recommendations on how contrarian positions fit within existing portfolio strategies and risk parameters.
Portfolio Integration
Provides recommendations on how contrarian positions fit within existing portfolio strategies and risk parameters.
Portfolio Integration
Provides recommendations on how contrarian positions fit within existing portfolio strategies and risk parameters.
Portfolio Integration
Provides recommendations on how contrarian positions fit within existing portfolio strategies and risk parameters.
Analyzes key investment documents
To identify contrarian opportunities.
Get started
Get started
Import your files
Bloomberg Terminal
,
Refinitiv Eikon
,
FactSet
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.
Find alpha through contrarian thinking.
Find alpha through contrarian thinking.
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 market data.
Up to 200 pages.
This agent processes diverse market data sources, from dense research reports to real-time sentiment feeds, identifying contrarian opportunities across all asset classes.
Input types
50+ languages
Handwritten
200 pages
Multi-modal
Document types
PDFs
URL
Tables
Graphs
Spreadsheets
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Supporting complex market data.
Up to 200 pages.
This agent processes diverse market data sources, from dense research reports to real-time sentiment feeds, identifying contrarian opportunities across all asset classes.
Input types
50+ languages
Handwritten
200 pages
Multi-modal
Document types
PDFs
URL
Tables
Graphs
Spreadsheets
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Supporting complex market data.
Up to 200 pages.
This agent processes diverse market data sources, from dense research reports to real-time sentiment feeds, identifying contrarian opportunities across all asset classes.
Input types
50+ languages
Handwritten
200 pages
Multi-modal
Document types
PDFs
URL
Tables
Graphs
Spreadsheets
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Reach 99% accuracy rate
through GenAI reasoning.
Advanced AI reasoning ensures accurate identification of contrarian signals by understanding market context and behavioral patterns that drive mispricings.
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.
Advanced AI reasoning ensures accurate identification of contrarian signals by understanding market context and behavioral patterns that drive mispricings.
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.
Advanced AI reasoning ensures accurate identification of contrarian signals by understanding market context and behavioral patterns that drive mispricings.
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 contrarian insight is verified against multiple data sources and linked to specific market events, ensuring reliable and actionable investment signals.

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 contrarian insight is verified against multiple data sources and linked to specific market events, ensuring reliable and actionable investment signals.

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 contrarian insight is verified against multiple data sources and linked to specific market events, ensuring reliable and actionable investment signals.

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.
Your investment research and contrarian strategies remain confidential with enterprise-grade security protecting your proprietary analysis and market insights.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries.
Your investment research and contrarian strategies remain confidential with enterprise-grade security protecting your proprietary analysis and market insights.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries.
Your investment research and contrarian strategies remain confidential with enterprise-grade security protecting your proprietary analysis and market insights.
Certifications
GPDR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
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Legal Risk Identification Agent
Proactively identifies legal and financial risks hidden in contracts, reports, and due diligence documents.
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Answers
Answers
What you need to know about our
AI Contrarian Analysis Agent
How does the agent identify contrarian opportunities?
The agent analyzes multiple data sources including analyst consensus, media sentiment, positioning data, and fundamental metrics to identify when market perception diverges from reality. It looks for patterns where the market may be overreacting or underreacting to information.
+
How does the agent identify contrarian opportunities?
The agent analyzes multiple data sources including analyst consensus, media sentiment, positioning data, and fundamental metrics to identify when market perception diverges from reality. It looks for patterns where the market may be overreacting or underreacting to information.
+
How does the agent identify contrarian opportunities?
The agent analyzes multiple data sources including analyst consensus, media sentiment, positioning data, and fundamental metrics to identify when market perception diverges from reality. It looks for patterns where the market may be overreacting or underreacting to information.
+
What types of contrarian signals does it look for?
The agent identifies various contrarian signals including extreme sentiment readings, valuation discrepancies, crowded positioning, and overlooked catalysts. It also analyzes historical patterns to understand when similar situations led to mean reversion.
+
What types of contrarian signals does it look for?
The agent identifies various contrarian signals including extreme sentiment readings, valuation discrepancies, crowded positioning, and overlooked catalysts. It also analyzes historical patterns to understand when similar situations led to mean reversion.
+
What types of contrarian signals does it look for?
The agent identifies various contrarian signals including extreme sentiment readings, valuation discrepancies, crowded positioning, and overlooked catalysts. It also analyzes historical patterns to understand when similar situations led to mean reversion.
+
How does it differentiate from standard fundamental analysis?
While fundamental analysis focuses on intrinsic value, contrarian analysis specifically looks for market inefficiencies and behavioral biases. The agent combines fundamental metrics with sentiment and positioning data to find opportunities where the market's emotional response creates mispricings.
+
How does it differentiate from standard fundamental analysis?
While fundamental analysis focuses on intrinsic value, contrarian analysis specifically looks for market inefficiencies and behavioral biases. The agent combines fundamental metrics with sentiment and positioning data to find opportunities where the market's emotional response creates mispricings.
+
How does it differentiate from standard fundamental analysis?
While fundamental analysis focuses on intrinsic value, contrarian analysis specifically looks for market inefficiencies and behavioral biases. The agent combines fundamental metrics with sentiment and positioning data to find opportunities where the market's emotional response creates mispricings.
+
Can it analyze specific sectors or is it market-wide?
The agent can analyze both specific sectors and the broader market. It can identify contrarian opportunities within sectors, across sectors, or in specific asset classes based on your investment focus and risk parameters.
+
Can it analyze specific sectors or is it market-wide?
The agent can analyze both specific sectors and the broader market. It can identify contrarian opportunities within sectors, across sectors, or in specific asset classes based on your investment focus and risk parameters.
+
Can it analyze specific sectors or is it market-wide?
The agent can analyze both specific sectors and the broader market. It can identify contrarian opportunities within sectors, across sectors, or in specific asset classes based on your investment focus and risk parameters.
+
How does it handle risk management for contrarian positions?
The agent provides detailed risk assessments for each contrarian opportunity, including downside scenarios, position sizing recommendations, and stop-loss levels. It also analyzes correlation with existing positions to ensure proper portfolio diversification.
+
How does it handle risk management for contrarian positions?
The agent provides detailed risk assessments for each contrarian opportunity, including downside scenarios, position sizing recommendations, and stop-loss levels. It also analyzes correlation with existing positions to ensure proper portfolio diversification.
+
How does it handle risk management for contrarian positions?
The agent provides detailed risk assessments for each contrarian opportunity, including downside scenarios, position sizing recommendations, and stop-loss levels. It also analyzes correlation with existing positions to ensure proper portfolio diversification.
+
What's the typical time horizon for contrarian opportunities?
Contrarian opportunities can have varying time horizons from weeks to years. The agent analyzes the specific catalysts and market dynamics for each opportunity to provide realistic timeframes for when contrarian positions might play out.
+
What's the typical time horizon for contrarian opportunities?
Contrarian opportunities can have varying time horizons from weeks to years. The agent analyzes the specific catalysts and market dynamics for each opportunity to provide realistic timeframes for when contrarian positions might play out.
+
What's the typical time horizon for contrarian opportunities?
Contrarian opportunities can have varying time horizons from weeks to years. The agent analyzes the specific catalysts and market dynamics for each opportunity to provide realistic timeframes for when contrarian positions might play out.
+
Next steps
Next steps
Ready to discover your next contrarian play?
Let us show you how to identify overlooked opportunities.
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: