80% faster research
AI Stock Market Analysis Agent
From data overload to investment thesis in hours
Delegate the tedious work of investment research to a specialized AI agent. It synthesizes earnings calls, analyzes SEC filings, extracts market signals, and identifies risks across multiple sources, delivering a comprehensive investment brief ready for committee review.

Ideal for
Equity Analysts
Portfolio Managers
Research Teams

See AI Stock Market Analysis Agent in action
Play video

See AI Stock Market Analysis Agent in action
Play video

See AI Stock Market Analysis Agent in action
Play video

Quarterly Earnings Analysis
See AI Stock Market Analysis Agent in action
Play video
Time comparison
Time comparison
Traditional way
3-5 days
With V7 Go agents
2-4 hours
Average time saved
85%
Why V7 Go
Why V7 Go
Multi-Source Synthesis
Simultaneously analyzes earnings calls, SEC filings, analyst reports, and market data to identify consistent signals and contradictions across sources.
Multi-Source Synthesis
Simultaneously analyzes earnings calls, SEC filings, analyst reports, and market data to identify consistent signals and contradictions across sources.
Multi-Source Synthesis
Simultaneously analyzes earnings calls, SEC filings, analyst reports, and market data to identify consistent signals and contradictions across sources.
Multi-Source Synthesis
Simultaneously analyzes earnings calls, SEC filings, analyst reports, and market data to identify consistent signals and contradictions across sources.
Earnings Call Intelligence
Extracts management guidance, identifies tone shifts, flags forward-looking statements, and surfaces management commentary on competitive threats and market conditions.
Earnings Call Intelligence
Extracts management guidance, identifies tone shifts, flags forward-looking statements, and surfaces management commentary on competitive threats and market conditions.
Earnings Call Intelligence
Extracts management guidance, identifies tone shifts, flags forward-looking statements, and surfaces management commentary on competitive threats and market conditions.
Earnings Call Intelligence
Extracts management guidance, identifies tone shifts, flags forward-looking statements, and surfaces management commentary on competitive threats and market conditions.
SEC Filing Deep Dive
Parses 10-K and 10-Q documents to extract financial metrics, risk factors, segment performance, and material changes in business operations.
SEC Filing Deep Dive
Parses 10-K and 10-Q documents to extract financial metrics, risk factors, segment performance, and material changes in business operations.
SEC Filing Deep Dive
Parses 10-K and 10-Q documents to extract financial metrics, risk factors, segment performance, and material changes in business operations.
SEC Filing Deep Dive
Parses 10-K and 10-Q documents to extract financial metrics, risk factors, segment performance, and material changes in business operations.
Trend & Signal Detection
Identifies margin trends, revenue concentration risks, customer churn signals, and competitive positioning shifts that may not be obvious in isolated documents.
Trend & Signal Detection
Identifies margin trends, revenue concentration risks, customer churn signals, and competitive positioning shifts that may not be obvious in isolated documents.
Trend & Signal Detection
Identifies margin trends, revenue concentration risks, customer churn signals, and competitive positioning shifts that may not be obvious in isolated documents.
Trend & Signal Detection
Identifies margin trends, revenue concentration risks, customer churn signals, and competitive positioning shifts that may not be obvious in isolated documents.
Consensus vs. Reality
Compares analyst consensus expectations against actual company guidance and historical performance to surface potential surprises.
Consensus vs. Reality
Compares analyst consensus expectations against actual company guidance and historical performance to surface potential surprises.
Consensus vs. Reality
Compares analyst consensus expectations against actual company guidance and historical performance to surface potential surprises.
Consensus vs. Reality
Compares analyst consensus expectations against actual company guidance and historical performance to surface potential surprises.
Auditable Research Trail
Every insight is linked back to its source document with precise citations, creating a defensible record of your research process.
Auditable Research Trail
Every insight is linked back to its source document with precise citations, creating a defensible record of your research process.
Auditable Research Trail
Every insight is linked back to its source document with precise citations, creating a defensible record of your research process.
Auditable Research Trail
Every insight is linked back to its source document with precise citations, creating a defensible record of your research process.
Synthesizes research from multiple sources
To deliver investment-ready intelligence.
Get started
Get started
Import your files
Polygon
,
Slack
,
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
Customer voices
Customer voices
Connect AI to your research process.
Connect AI to your research process.
Accelerate analysis without sacrificing rigor.
Accelerate analysis without sacrificing rigor.
Finance
•
Legal
•
Insurance
•
Tax
•
Real Estate
Finance
•
Legal
•
Insurance
•
Tax
•
Real Estate
Finance
•
Legal
•
Insurance
•
Tax
•
Real Estate
Customer Voices
Industrial equipment sales
Read the full story
Industrial equipment sales
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
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.
Handles any research format.
From transcripts to filings.
Investment research comes in many forms. This agent processes earnings call transcripts, dense regulatory filings, analyst reports with complex tables, and market data in any format. It extracts signal regardless of source structure.
Input types
Earnings Transcripts
Dense Tables
Multi-Page Filings
Market Data
Document types
PDFs
URLs
Tables
Spreadsheets
Text Files
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Handles any research format.
From transcripts to filings.
Investment research comes in many forms. This agent processes earnings call transcripts, dense regulatory filings, analyst reports with complex tables, and market data in any format. It extracts signal regardless of source structure.
Input types
Earnings Transcripts
Dense Tables
Multi-Page Filings
Market Data
Document types
PDFs
URLs
Tables
Spreadsheets
Text Files
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Handles any research format.
From transcripts to filings.
Investment research comes in many forms. This agent processes earnings call transcripts, dense regulatory filings, analyst reports with complex tables, and market data in any format. It extracts signal regardless of source structure.
Input types
Earnings Transcripts
Dense Tables
Multi-Page Filings
Market Data
Document types
PDFs
URLs
Tables
Spreadsheets
Text Files
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Extract precise financial metrics
with institutional-grade accuracy.
Investment decisions depend on accurate data. This agent uses multi-step verification to ensure financial figures, dates, and metrics are extracted correctly from complex documents. Every number is verifiable against its source.
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 financial metrics
with institutional-grade accuracy.
Investment decisions depend on accurate data. This agent uses multi-step verification to ensure financial figures, dates, and metrics are extracted correctly from complex documents. Every number is verifiable against its source.
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 financial metrics
with institutional-grade accuracy.
Investment decisions depend on accurate data. This agent uses multi-step verification to ensure financial figures, dates, and metrics are extracted correctly from complex documents. Every number is verifiable against its source.
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 insights,
fully sourced and cited.
Every insight the agent surfaces is linked directly to its source document with precise citations. You can instantly verify any finding, creating a complete audit trail of your research process.

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 insights,
fully sourced and cited.
Every insight the agent surfaces is linked directly to its source document with precise citations. You can instantly verify any finding, creating a complete audit trail of your research process.

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 insights,
fully sourced and cited.
Every insight the agent surfaces is linked directly to its source document with precise citations. You can instantly verify any finding, creating a complete audit trail of your research process.

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 institutional investors.
Your proprietary research and investment theses are confidential. V7 Go processes all documents within your secure environment, ensuring your analysis and insights remain private and are never used for external purposes.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise-grade security
for institutional investors.
Your proprietary research and investment theses are confidential. V7 Go processes all documents within your secure environment, ensuring your analysis and insights remain private and are never used for external purposes.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise-grade security
for institutional investors.
Your proprietary research and investment theses are confidential. V7 Go processes all documents within your secure environment, ensuring your analysis and insights remain private and are never used for external purposes.
Certifications
GPDR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
More agents
More agents
Explore more agents to help you
Explore more agents to help you
accelerate your investment workflow
More agents

AI Investment Analysis Agent
Synthesizes analyst reports, earnings calls, and filings to build investment theses and bull/bear cases.
Finance
•
Investment Thesis Synthesis
•
Earnings Call Analysis
•
Bull/Bear Case Generation
Get ->

AI Investment Analysis Agent
Synthesizes analyst reports, earnings calls, and filings to build investment theses and bull/bear cases.
Finance
•
Investment Thesis Synthesis
•
Earnings Call Analysis
•
Bull/Bear Case Generation
Get ->

AI Investment Analysis Agent
Synthesizes analyst reports, earnings calls, and filings to build investment theses and bull/bear cases.
Finance
•
Investment Thesis Synthesis
•
Earnings Call Analysis
•
Bull/Bear Case Generation
Get ->

AI Investment Analysis Agent
Synthesizes analyst reports, earnings calls, and filings to build investment theses and bull/bear cases.
Finance
•
Investment Thesis Synthesis
•
Earnings Call Analysis
•
Bull/Bear Case Generation
Get ->

Financial Valuation Agent
Automates DCF and comps analysis by pulling data, finding comparables, and populating valuation models.
Finance
•
DCF Model Automation
•
Comparable Company Analysis
•
Precedent Transaction Analysis
Get ->

Financial Valuation Agent
Automates DCF and comps analysis by pulling data, finding comparables, and populating valuation models.
Finance
•
DCF Model Automation
•
Comparable Company Analysis
•
Precedent Transaction Analysis
Get ->

Financial Valuation Agent
Automates DCF and comps analysis by pulling data, finding comparables, and populating valuation models.
Finance
•
DCF Model Automation
•
Comparable Company Analysis
•
Precedent Transaction Analysis
Get ->

Financial Valuation Agent
Automates DCF and comps analysis by pulling data, finding comparables, and populating valuation models.
Finance
•
DCF Model Automation
•
Comparable Company Analysis
•
Precedent Transaction Analysis
Get ->

AI Financial Statement Analysis Agent
Automates financial spreading by extracting data from statements to calculate key ratios and trends.
Finance
•
Financial Spreading
•
Ratio Calculation
•
Trend Analysis
Get ->

AI Financial Statement Analysis Agent
Automates financial spreading by extracting data from statements to calculate key ratios and trends.
Finance
•
Financial Spreading
•
Ratio Calculation
•
Trend Analysis
Get ->

AI Financial Statement Analysis Agent
Automates financial spreading by extracting data from statements to calculate key ratios and trends.
Finance
•
Financial Spreading
•
Ratio Calculation
•
Trend Analysis
Get ->

AI Financial Statement Analysis Agent
Automates financial spreading by extracting data from statements to calculate key ratios and trends.
Finance
•
Financial Spreading
•
Ratio Calculation
•
Trend Analysis
Get ->

Legal Risk Identification Agent
Proactively identifies legal and financial risks hidden in contracts, reports, and due diligence documents.
Legal
•
Liability Identification
•
Compliance Risk Flagging
•
M&A Diligence Automation
Get ->

Legal Risk Identification Agent
Proactively identifies legal and financial risks hidden in contracts, reports, and due diligence documents.
Legal
•
Liability Identification
•
Compliance Risk Flagging
•
M&A Diligence Automation
Get ->

Legal Risk Identification Agent
Proactively identifies legal and financial risks hidden in contracts, reports, and due diligence documents.
Legal
•
Liability Identification
•
Compliance Risk Flagging
•
M&A Diligence Automation
Get ->

Legal Risk Identification Agent
Proactively identifies legal and financial risks hidden in contracts, reports, and due diligence documents.
Legal
•
Liability Identification
•
Compliance Risk Flagging
•
M&A Diligence Automation
Get ->

AI Annual Report Analysis Agent
Automates analysis of annual reports to extract financials, compare year-over-year changes, and find risks.
Finance
•
Annual Report Analysis
•
Financial Statement Extraction
•
Year-Over-Year Comparison
Get ->

AI Annual Report Analysis Agent
Automates analysis of annual reports to extract financials, compare year-over-year changes, and find risks.
Finance
•
Annual Report Analysis
•
Financial Statement Extraction
•
Year-Over-Year Comparison
Get ->

AI Annual Report Analysis Agent
Automates analysis of annual reports to extract financials, compare year-over-year changes, and find risks.
Finance
•
Annual Report Analysis
•
Financial Statement Extraction
•
Year-Over-Year Comparison
Get ->

AI Annual Report Analysis Agent
Automates analysis of annual reports to extract financials, compare year-over-year changes, and find risks.
Finance
•
Annual Report Analysis
•
Financial Statement Extraction
•
Year-Over-Year Comparison
Get ->

AI Comparable Analysis Agent
Automates comparable company analysis by finding peer groups and pulling trading multiples.
Finance
•
Comparable Company Analysis
•
Valuation Multiples
•
Financial Data Aggregation
Get ->

AI Comparable Analysis Agent
Automates comparable company analysis by finding peer groups and pulling trading multiples.
Finance
•
Comparable Company Analysis
•
Valuation Multiples
•
Financial Data Aggregation
Get ->

AI Comparable Analysis Agent
Automates comparable company analysis by finding peer groups and pulling trading multiples.
Finance
•
Comparable Company Analysis
•
Valuation Multiples
•
Financial Data Aggregation
Get ->

AI Comparable Analysis Agent
Automates comparable company analysis by finding peer groups and pulling trading multiples.
Finance
•
Comparable Company Analysis
•
Valuation Multiples
•
Financial Data Aggregation
Get ->
Answers
Answers
What you need to know about our
AI Stock Market Analysis Agent
How does the agent handle conflicting information across sources?
The agent flags contradictions between sources and presents them clearly, allowing you to investigate further. It doesn't attempt to resolve conflicts automatically—it surfaces them so you can make informed judgments.
+
How does the agent handle conflicting information across sources?
The agent flags contradictions between sources and presents them clearly, allowing you to investigate further. It doesn't attempt to resolve conflicts automatically—it surfaces them so you can make informed judgments.
+
How does the agent handle conflicting information across sources?
The agent flags contradictions between sources and presents them clearly, allowing you to investigate further. It doesn't attempt to resolve conflicts automatically—it surfaces them so you can make informed judgments.
+
Can it analyze private company research or only public companies?
The agent works with any documents you provide, including private company research, internal reports, and proprietary data. It's agnostic to source—it synthesizes whatever materials you upload.
+
Can it analyze private company research or only public companies?
The agent works with any documents you provide, including private company research, internal reports, and proprietary data. It's agnostic to source—it synthesizes whatever materials you upload.
+
Can it analyze private company research or only public companies?
The agent works with any documents you provide, including private company research, internal reports, and proprietary data. It's agnostic to source—it synthesizes whatever materials you upload.
+
How current is the market data it can access?
The agent analyzes documents you provide directly. For real-time market data, you can integrate it with financial data APIs like Polygon or Bloomberg to pull current pricing and volume information.
+
How current is the market data it can access?
The agent analyzes documents you provide directly. For real-time market data, you can integrate it with financial data APIs like Polygon or Bloomberg to pull current pricing and volume information.
+
How current is the market data it can access?
The agent analyzes documents you provide directly. For real-time market data, you can integrate it with financial data APIs like Polygon or Bloomberg to pull current pricing and volume information.
+
Does it generate buy/sell recommendations?
No. The agent synthesizes research and surfaces signals, but investment decisions remain yours. It's designed to accelerate your analysis, not replace your judgment.
+
Does it generate buy/sell recommendations?
No. The agent synthesizes research and surfaces signals, but investment decisions remain yours. It's designed to accelerate your analysis, not replace your judgment.
+
Does it generate buy/sell recommendations?
No. The agent synthesizes research and surfaces signals, but investment decisions remain yours. It's designed to accelerate your analysis, not replace your judgment.
+
How does it handle quantitative vs. qualitative analysis?
The agent extracts both. It pulls financial metrics and ratios from filings while also analyzing management tone, competitive commentary, and strategic shifts from calls and reports.
+
How does it handle quantitative vs. qualitative analysis?
The agent extracts both. It pulls financial metrics and ratios from filings while also analyzing management tone, competitive commentary, and strategic shifts from calls and reports.
+
How does it handle quantitative vs. qualitative analysis?
The agent extracts both. It pulls financial metrics and ratios from filings while also analyzing management tone, competitive commentary, and strategic shifts from calls and reports.
+
Can we customize what signals the agent looks for?
Yes. You can configure the agent's analysis framework through your Knowledge Hub, specifying which metrics, risks, and signals matter most for your investment thesis.
+
Can we customize what signals the agent looks for?
Yes. You can configure the agent's analysis framework through your Knowledge Hub, specifying which metrics, risks, and signals matter most for your investment thesis.
+
Can we customize what signals the agent looks for?
Yes. You can configure the agent's analysis framework through your Knowledge Hub, specifying which metrics, risks, and signals matter most for your investment thesis.
+
Next steps
Next steps
Still spending days on earnings research?
Send us a recent earnings call transcript and 10-Q filing. We'll show you how our agent synthesizes the research in hours.
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: