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AI agent for Equity Research Analysts

Delegate earnings call analysis to a specialized AI agent. It reads transcripts, extracts revised guidance, identifies material commentary changes, and delivers structured summaries so you can publish research faster and expand coverage without adding analysts.

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Ideal for

Equity Research

Sell-Side Analysts

Buy-Side Research

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Q3 Earnings Analysis - ACME Corp

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Time comparison

Traditional way

2-3 hours per call

With V7 Go agents

5-10 minutes

Average time saved

90%

Why V7 Go

Automated Guidance Extraction

Instantly identifies and extracts all forward-looking guidance from earnings transcripts, including revenue, EBITDA, margins, capex, and segment-specific metrics, with precise citations to management statements.

Automated Guidance Extraction

Instantly identifies and extracts all forward-looking guidance from earnings transcripts, including revenue, EBITDA, margins, capex, and segment-specific metrics, with precise citations to management statements.

Management Commentary Analysis

Summarizes key themes from prepared remarks and Q&A sessions, flagging material tone shifts, new strategic initiatives, and changes in competitive positioning compared to prior quarters.

Management Commentary Analysis

Summarizes key themes from prepared remarks and Q&A sessions, flagging material tone shifts, new strategic initiatives, and changes in competitive positioning compared to prior quarters.

Quarter-over-Quarter Comparison

Automatically compares current guidance and commentary against previous quarters by referencing your Knowledge Hub of historical transcripts, highlighting revisions and narrative evolution.

Quarter-over-Quarter Comparison

Automatically compares current guidance and commentary against previous quarters by referencing your Knowledge Hub of historical transcripts, highlighting revisions and narrative evolution.

KPI and Metric Tracking

Extracts company-specific operating metrics mentioned in calls, from subscriber counts to same-store sales, and tracks them over time to identify inflection points in business performance.

KPI and Metric Tracking

Extracts company-specific operating metrics mentioned in calls, from subscriber counts to same-store sales, and tracks them over time to identify inflection points in business performance.

Risk Factor Identification

Flags new risks or concerns raised by management during the call, including regulatory headwinds, supply chain issues, competitive threats, or macroeconomic uncertainties.

Risk Factor Identification

Flags new risks or concerns raised by management during the call, including regulatory headwinds, supply chain issues, competitive threats, or macroeconomic uncertainties.

Structured Output for Models

Delivers guidance and metrics in a structured format ready for direct input into your financial models and research management systems, eliminating manual data entry.

Structured Output for Models

Delivers guidance and metrics in a structured format ready for direct input into your financial models and research management systems, eliminating manual data entry.

Analyzes any earnings communication

To extract guidance and management insights.

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  • Time saving for invoice processing

    95%

    "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."

    Man in a dark suit and tie smiles at the camera against a teal background

    James Tomlinson

    Managing Director

  • Productivity increase

    35%

    "We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

     Trey Heath Headshot

    Trey Heath

    CEO of Centerline

  • Custom solution delivery

    In hours, not weeks

    "Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

    Smiling man with short brown hair in a dark shirt.

    Allen Darby

    CEO of Alaris Acquisitions

Enterprise-grade security.

Your data stays yours—always. Work with one of the few AI companies that never trains on your data.

  • No training on your data

  • Encrypted end-to-end

  • Audited and penetration-tested

  • Fine-grained access controls

  • Inhouse security team

  • Audit logs across every workflow

  • Time saving for invoice processing

    95%

    "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."

    Man in a dark suit and tie smiles at the camera against a teal background

    James Tomlinson

    Managing Director

  • Productivity increase

    35%

    "We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

     Trey Heath Headshot

    Trey Heath

    CEO of Centerline

  • Custom solution delivery

    In hours, not weeks

    "Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

    Smiling man with short brown hair in a dark shirt.

    Allen Darby

    CEO of Alaris Acquisitions

Enterprise-grade security.

Your data stays yours—always. Work with one of the few AI companies that never trains on your data.

  • No training on your data

  • Encrypted end-to-end

  • Audited and penetration-tested

  • Fine-grained access controls

  • Inhouse security team

  • Audit logs across every workflow

  • Time saving for invoice processing

    95%

    "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."

    Man in a dark suit and tie smiles at the camera against a teal background

    James Tomlinson

    Managing Director

  • Productivity increase

    35%

    "We used V7 Go to automate our diligence process with data extraction and automated analysis. This led to a 35% productivity increase in just the first month of use."

     Trey Heath Headshot

    Trey Heath

    CEO of Centerline

  • Custom solution delivery

    In hours, not weeks

    "Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

    Smiling man with short brown hair in a dark shirt.

    Allen Darby

    CEO of Alaris Acquisitions

Enterprise-grade security.

Your data stays yours—always. Work with one of the few AI companies that never trains on your data.

  • No training on your data

  • Encrypted end-to-end

  • Audited and penetration-tested

  • Fine-grained access controls

  • Inhouse security team

  • Audit logs across every workflow

Precision AI for Institutional Workflows

Build once.
Deploy across teams.
Improve over time.

Precision AI for Institutional Workflows

Build once.
Deploy across teams.
Improve over time.

Precision AI for Institutional Workflows

Build once.
Deploy across teams.
Improve over time.