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

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    Alaris logo
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    Foobar logo
    ABL logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Brotherhood Mutual logo
    Mercedes-Benz logo
    Paige logo
    Roche logo
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
    Mercedes-Benz logo
    Mercedes-Benz logo

See AI Contrarian Analysis Agent in action

Play video

  • Mercedes-Benz logo
    SMC  logo
    Mercedes-Benz logo
    Centerline logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Alaris logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Foobar logo
    ABL logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Brotherhood Mutual logo
    Mercedes-Benz logo
    Paige logo
    Roche logo
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
    Mercedes-Benz logo
    Mercedes-Benz logo

See AI Contrarian Analysis Agent in action

Play video

  • Mercedes-Benz logo
    SMC  logo
    Mercedes-Benz logo
    Centerline logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Alaris logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Foobar logo
    ABL logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Brotherhood Mutual logo
    Mercedes-Benz logo
    Paige logo
    Roche logo
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
    Mercedes-Benz logo
    Mercedes-Benz logo

See AI Contrarian Analysis Agent in action

Play video

Contrarian Opportunity Analysis

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    SMC  logo
    Mercedes-Benz logo
    Centerline logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Alaris logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Foobar logo
    ABL logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Brotherhood Mutual logo
    Mercedes-Benz logo
    Paige logo
    Roche logo
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
    Mercedes-Benz logo
    Mercedes-Benz logo

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

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

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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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:

  • Mercedes-Benz logo
    SMC  logo
    Centerline logo
    Alaris logo

Uncover hidden liabilities

in

supplier contracts.

V7 Go transforms documents into strategic assets. 150+ enterprises are already on board:

  • Mercedes-Benz logo
    SMC  logo
    Centerline logo
    Alaris logo