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

See AI Investment Banking Research Agent in action
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TechVenture Acquisition Research
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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


Import your files
Salesforce
,
Google Slides
,
Notion
Import your files from whereever they are currently stored
All types of Finance documents supported
Once imported our system extracts and organises the essentials
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
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 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:
