80% faster research

AI Investment Banking Research Agent

From scattered data to coherent thesis

Delegate the tedious work of research synthesis to a specialized AI agent. It reads earnings calls, analyzes SEC filings, monitors competitor activity, and synthesizes market data into a coherent investment thesis. Your analysts focus on strategy and storytelling, not data collection.

Ideal for

Investment Banking Analysts

Equity Research Teams

Corporate Development

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

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    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Foobar logo
    ABL logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Brotherhood Mutual logo
    Mercedes-Benz logo
    Paige logo
    Roche logo
    Mercedes-Benz logo
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
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See AI Investment Banking Research Agent in action

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Time comparison

Time comparison

Traditional way

3-4 weeks

With V7 Go agents

4-6 hours

Average time saved

90%

Why V7 Go

Why V7 Go

Automated Earnings Call Analysis

Extracts key metrics, management commentary, and guidance from earnings call transcripts. Identifies trends across multiple quarters and flags deviations from historical patterns.

Automated Earnings Call Analysis

Extracts key metrics, management commentary, and guidance from earnings call transcripts. Identifies trends across multiple quarters and flags deviations from historical patterns.

Automated Earnings Call Analysis

Extracts key metrics, management commentary, and guidance from earnings call transcripts. Identifies trends across multiple quarters and flags deviations from historical patterns.

Automated Earnings Call Analysis

Extracts key metrics, management commentary, and guidance from earnings call transcripts. Identifies trends across multiple quarters and flags deviations from historical patterns.

SEC Filing Synthesis

Reads 10-Ks, 10-Qs, and 8-Ks to extract financial data, risk factors, and material changes. Compares year-over-year disclosures to surface new risks or opportunities.

SEC Filing Synthesis

Reads 10-Ks, 10-Qs, and 8-Ks to extract financial data, risk factors, and material changes. Compares year-over-year disclosures to surface new risks or opportunities.

SEC Filing Synthesis

Reads 10-Ks, 10-Qs, and 8-Ks to extract financial data, risk factors, and material changes. Compares year-over-year disclosures to surface new risks or opportunities.

SEC Filing Synthesis

Reads 10-Ks, 10-Qs, and 8-Ks to extract financial data, risk factors, and material changes. Compares year-over-year disclosures to surface new risks or opportunities.

Competitive Landscape Mapping

Monitors competitor filings, press releases, and market reports to build a comprehensive competitive matrix. Identifies market share shifts and emerging threats.

Competitive Landscape Mapping

Monitors competitor filings, press releases, and market reports to build a comprehensive competitive matrix. Identifies market share shifts and emerging threats.

Competitive Landscape Mapping

Monitors competitor filings, press releases, and market reports to build a comprehensive competitive matrix. Identifies market share shifts and emerging threats.

Competitive Landscape Mapping

Monitors competitor filings, press releases, and market reports to build a comprehensive competitive matrix. Identifies market share shifts and emerging threats.

Investment Thesis Development

Synthesizes disparate research into a coherent bull and bear case. Identifies key value drivers, risks, and catalysts to support pitch book narratives.

Investment Thesis Development

Synthesizes disparate research into a coherent bull and bear case. Identifies key value drivers, risks, and catalysts to support pitch book narratives.

Investment Thesis Development

Synthesizes disparate research into a coherent bull and bear case. Identifies key value drivers, risks, and catalysts to support pitch book narratives.

Investment Thesis Development

Synthesizes disparate research into a coherent bull and bear case. Identifies key value drivers, risks, and catalysts to support pitch book narratives.

Market Data Integration

Pulls industry reports, market sizing data, and trend analysis to contextualize company performance within broader market dynamics.

Market Data Integration

Pulls industry reports, market sizing data, and trend analysis to contextualize company performance within broader market dynamics.

Market Data Integration

Pulls industry reports, market sizing data, and trend analysis to contextualize company performance within broader market dynamics.

Market Data Integration

Pulls industry reports, market sizing data, and trend analysis to contextualize company performance within broader market dynamics.

Cited Research Output

Every insight is linked back to its source document with precise citations. Analysts can verify findings and build confidence in the research foundation.

Cited Research Output

Every insight is linked back to its source document with precise citations. Analysts can verify findings and build confidence in the research foundation.

Cited Research Output

Every insight is linked back to its source document with precise citations. Analysts can verify findings and build confidence in the research foundation.

Cited Research Output

Every insight is linked back to its source document with precise citations. Analysts can verify findings and build confidence in the research foundation.

Synthesizes research from multiple sources

To build investment theses and support pitch books.

Get started

Get started

Logo
Logo
Logo

Import your files

Salesforce

,

Google Slides

,

Notion

Import your files from whereever they are currently stored

Built for the teams that handle high-stakes work

Built to scale workflows for teams that need speed and accuracy.

For Teams

For Teams

Investment Banking Analysts

Investment Banking Analysts

Investment Banking Analysts

Stop spending weeks on research synthesis. Let the agent handle data collection and pattern identification so you can focus on building the narrative and supporting the pitch.

Stop spending weeks on research synthesis. Let the agent handle data collection and pattern identification so you can focus on building the narrative and supporting the pitch.

Stop spending weeks on research synthesis. Let the agent handle data collection and pattern identification so you can focus on building the narrative and supporting the pitch.

Equity Research Teams

Equity Research Teams

Equity Research Teams

Accelerate your research cycle. Analyze more companies with the same team size. The agent handles the heavy lifting of earnings call analysis and filing review.

Accelerate your research cycle. Analyze more companies with the same team size. The agent handles the heavy lifting of earnings call analysis and filing review.

Accelerate your research cycle. Analyze more companies with the same team size. The agent handles the heavy lifting of earnings call analysis and filing review.

Customer voices

Customer voices

Accelerate your research cycle.

Accelerate your research cycle.

Let AI handle synthesis. You handle strategy.

Let AI handle synthesis. You handle strategy.

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 diverse research sources.

From transcripts to filings.

Research comes from many sources. This agent handles earnings call transcripts, SEC filings, competitor reports, market research, and press releases. It synthesizes across formats and sources to build a comprehensive view.

Input types

Earnings Transcripts

SEC Filings

Market Reports

Multi-source

Document types

PDFs

Transcripts

Tables

Spreadsheets

Text

Vendor_US.xlsx

3

Supply_2023.pptx

Review_Legal.pdf

Supporting diverse research sources.

From transcripts to filings.

Research comes from many sources. This agent handles earnings call transcripts, SEC filings, competitor reports, market research, and press releases. It synthesizes across formats and sources to build a comprehensive view.

Input types

Earnings Transcripts

SEC Filings

Market Reports

Multi-source

Document types

PDFs

Transcripts

Tables

Spreadsheets

Text

Vendor_US.xlsx

3

Supply_2023.pptx

Review_Legal.pdf

Supporting diverse research sources.

From transcripts to filings.

Research comes from many sources. This agent handles earnings call transcripts, SEC filings, competitor reports, market research, and press releases. It synthesizes across formats and sources to build a comprehensive view.

Input types

Earnings Transcripts

SEC Filings

Market Reports

Multi-source

Document types

PDFs

Transcripts

Tables

Spreadsheets

Text

Vendor_US.xlsx

3

Supply_2023.pptx

Review_Legal.pdf

Extract precise metrics

from complex documents.

Financial metrics and guidance matter. The agent extracts revenue, margins, guidance, and other KPIs with high precision. Every number is verified against source documents to ensure accuracy for your pitch book.

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)

Extract precise metrics

from complex documents.

Financial metrics and guidance matter. The agent extracts revenue, margins, guidance, and other KPIs with high precision. Every number is verified against source documents to ensure accuracy for your pitch book.

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)

Extract precise metrics

from complex documents.

Financial metrics and guidance matter. The agent extracts revenue, margins, guidance, and other KPIs with high precision. Every number is verified against source documents to ensure accuracy for your pitch book.

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 synthesis,

fully cited.

Every insight is linked to its source. When the agent identifies a trend or risk, you can trace it back to the specific earnings call, filing, or report. This creates a defensible research foundation.

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 synthesis,

fully cited.

Every insight is linked to its source. When the agent identifies a trend or risk, you can trace it back to the specific earnings call, filing, or report. This creates a defensible research foundation.

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 synthesis,

fully cited.

Every insight is linked to its source. When the agent identifies a trend or risk, you can trace it back to the specific earnings call, filing, or report. This creates a defensible research foundation.

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 security

for confidential research.

Your research and deal analysis are confidential. V7 Go processes all materials within your secure environment. Your proprietary analysis and investment theses are never exposed to external systems or used for third-party purposes.

Certifications

GDPR

SOC2

HIPAA

ISO

Safety

Custom storage

Data governance

Access-level permissions

Enterprise security

for confidential research.

Your research and deal analysis are confidential. V7 Go processes all materials within your secure environment. Your proprietary analysis and investment theses are never exposed to external systems or used for third-party purposes.

Certifications

GDPR

SOC2

HIPAA

ISO

Safety

Custom storage

Data governance

Access-level permissions

Enterprise security

for confidential research.

Your research and deal analysis are confidential. V7 Go processes all materials within your secure environment. Your proprietary analysis and investment theses are never exposed to external systems or used for third-party purposes.

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 Investment Banking Research Agent

How does it handle proprietary research and confidential data?

Your research materials stay within your secure V7 Go environment. The agent processes confidential data without exposing it to external systems or third-party models. You maintain complete control over your proprietary analysis.

+

How does it handle proprietary research and confidential data?

Your research materials stay within your secure V7 Go environment. The agent processes confidential data without exposing it to external systems or third-party models. You maintain complete control over your proprietary analysis.

+

How does it handle proprietary research and confidential data?

Your research materials stay within your secure V7 Go environment. The agent processes confidential data without exposing it to external systems or third-party models. You maintain complete control over your proprietary analysis.

+

Can it analyze earnings calls from different industries?

Yes. The agent is industry-agnostic and adapts to sector-specific metrics and terminology. Whether you're analyzing software, healthcare, or industrial companies, it extracts the relevant KPIs and dynamics for your thesis.

+

Can it analyze earnings calls from different industries?

Yes. The agent is industry-agnostic and adapts to sector-specific metrics and terminology. Whether you're analyzing software, healthcare, or industrial companies, it extracts the relevant KPIs and dynamics for your thesis.

+

Can it analyze earnings calls from different industries?

Yes. The agent is industry-agnostic and adapts to sector-specific metrics and terminology. Whether you're analyzing software, healthcare, or industrial companies, it extracts the relevant KPIs and dynamics for your thesis.

+

How does it compare to manual research?

Manual research is thorough but slow. The agent accelerates the synthesis phase by reading all source materials simultaneously and identifying patterns across documents. Your analysts then focus on interpretation and storytelling rather than data collection.

+

How does it compare to manual research?

Manual research is thorough but slow. The agent accelerates the synthesis phase by reading all source materials simultaneously and identifying patterns across documents. Your analysts then focus on interpretation and storytelling rather than data collection.

+

How does it compare to manual research?

Manual research is thorough but slow. The agent accelerates the synthesis phase by reading all source materials simultaneously and identifying patterns across documents. Your analysts then focus on interpretation and storytelling rather than data collection.

+

What if we need custom metrics or analysis frameworks?

The agent can be configured to extract custom metrics or follow your firm's specific analysis frameworks. You define the key questions and the agent ensures every research output addresses them consistently.

+

What if we need custom metrics or analysis frameworks?

The agent can be configured to extract custom metrics or follow your firm's specific analysis frameworks. You define the key questions and the agent ensures every research output addresses them consistently.

+

What if we need custom metrics or analysis frameworks?

The agent can be configured to extract custom metrics or follow your firm's specific analysis frameworks. You define the key questions and the agent ensures every research output addresses them consistently.

+

How current is the data it analyzes?

The agent analyzes whatever documents you provide—earnings calls, filings, reports. If you feed it the latest 10-Q or most recent earnings transcript, it synthesizes current information. You control the recency of the research.

+

How current is the data it analyzes?

The agent analyzes whatever documents you provide—earnings calls, filings, reports. If you feed it the latest 10-Q or most recent earnings transcript, it synthesizes current information. You control the recency of the research.

+

How current is the data it analyzes?

The agent analyzes whatever documents you provide—earnings calls, filings, reports. If you feed it the latest 10-Q or most recent earnings transcript, it synthesizes current information. You control the recency of the research.

+

Can it integrate with our pitch book workflow?

Yes. The agent's structured output can populate your pitch book templates or be exported to PowerPoint, Word, or your internal systems. Research findings flow directly into your deal materials.

+

Can it integrate with our pitch book workflow?

Yes. The agent's structured output can populate your pitch book templates or be exported to PowerPoint, Word, or your internal systems. Research findings flow directly into your deal materials.

+

Can it integrate with our pitch book workflow?

Yes. The agent's structured output can populate your pitch book templates or be exported to PowerPoint, Word, or your internal systems. Research findings flow directly into your deal materials.

+

Next steps

Next steps

Still spending weeks on research synthesis?

Send us a target company name and recent earnings transcript. We'll show you how our agent synthesizes research in hours, not weeks.

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: