90% faster prep
AI agent for Investor Relations Officers
Walk into every earnings call prepared
Delegate earnings call preparation to a specialized AI agent. It analyzes analyst reports, competitor transcripts, sell-side research, and market commentary to generate comprehensive Q&A briefing materials, ensuring your management team is ready for every question.
Ideal for
Investor Relations
Corporate Communications
Executive Teams
See AI agent for Investor Relations Officers in action
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See AI agent for Investor Relations Officers in action
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See AI agent for Investor Relations Officers in action
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Q3 Earnings Call Preparation
See AI agent for Investor Relations Officers in action
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Time comparison
Time comparison
Traditional way
3-5 days
With V7 Go agents
2-4 hours
Average time saved
90%
Why V7 Go
Why V7 Go
Analyst Sentiment Analysis
Analyzes recent analyst reports, research notes, and rating changes to identify areas of concern, skepticism, or heightened interest that will likely surface during Q&A.
Analyst Sentiment Analysis
Analyzes recent analyst reports, research notes, and rating changes to identify areas of concern, skepticism, or heightened interest that will likely surface during Q&A.
Analyst Sentiment Analysis
Analyzes recent analyst reports, research notes, and rating changes to identify areas of concern, skepticism, or heightened interest that will likely surface during Q&A.
Analyst Sentiment Analysis
Analyzes recent analyst reports, research notes, and rating changes to identify areas of concern, skepticism, or heightened interest that will likely surface during Q&A.
Competitor Call Intelligence
Reviews competitor earnings transcripts to identify trending questions, industry-wide concerns, and topics that analysts are pressing other companies about in your sector.
Competitor Call Intelligence
Reviews competitor earnings transcripts to identify trending questions, industry-wide concerns, and topics that analysts are pressing other companies about in your sector.
Competitor Call Intelligence
Reviews competitor earnings transcripts to identify trending questions, industry-wide concerns, and topics that analysts are pressing other companies about in your sector.
Competitor Call Intelligence
Reviews competitor earnings transcripts to identify trending questions, industry-wide concerns, and topics that analysts are pressing other companies about in your sector.
Market Context Integration
Incorporates recent market events, regulatory changes, and macroeconomic developments that may influence analyst questions about your guidance or strategy.
Market Context Integration
Incorporates recent market events, regulatory changes, and macroeconomic developments that may influence analyst questions about your guidance or strategy.
Market Context Integration
Incorporates recent market events, regulatory changes, and macroeconomic developments that may influence analyst questions about your guidance or strategy.
Market Context Integration
Incorporates recent market events, regulatory changes, and macroeconomic developments that may influence analyst questions about your guidance or strategy.
Historical Question Tracking
Maintains a database of questions from your previous calls, tracking which analysts ask about specific topics and how their focus areas evolve over time.
Historical Question Tracking
Maintains a database of questions from your previous calls, tracking which analysts ask about specific topics and how their focus areas evolve over time.
Historical Question Tracking
Maintains a database of questions from your previous calls, tracking which analysts ask about specific topics and how their focus areas evolve over time.
Historical Question Tracking
Maintains a database of questions from your previous calls, tracking which analysts ask about specific topics and how their focus areas evolve over time.
Suggested Response Frameworks
Generates suggested talking points and response frameworks aligned with your messaging strategy, ensuring consistency with previous guidance and disclosure policies.
Suggested Response Frameworks
Generates suggested talking points and response frameworks aligned with your messaging strategy, ensuring consistency with previous guidance and disclosure policies.
Suggested Response Frameworks
Generates suggested talking points and response frameworks aligned with your messaging strategy, ensuring consistency with previous guidance and disclosure policies.
Suggested Response Frameworks
Generates suggested talking points and response frameworks aligned with your messaging strategy, ensuring consistency with previous guidance and disclosure policies.
Risk Flag Identification
Highlights sensitive topics where analyst questions could lead to material disclosure issues, helping legal and compliance teams prepare appropriate guardrails.
Risk Flag Identification
Highlights sensitive topics where analyst questions could lead to material disclosure issues, helping legal and compliance teams prepare appropriate guardrails.
Risk Flag Identification
Highlights sensitive topics where analyst questions could lead to material disclosure issues, helping legal and compliance teams prepare appropriate guardrails.
Risk Flag Identification
Highlights sensitive topics where analyst questions could lead to material disclosure issues, helping legal and compliance teams prepare appropriate guardrails.
Analyzes market intelligence from every source
To generate comprehensive Q&A preparation materials.
Get started
Get started
Import your files
Salesforce
,
Microsoft Excel
,
Google Docs
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 market intelligence.
Connect AI to your market intelligence.
Walk into every earnings call with confidence and complete preparation.
Walk into every earnings call with confidence and complete preparation.
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 complex documents.
Up to 200 pages.
Analyst reports come in varied formats, from dense equity research PDFs to informal email updates. This agent processes everything from formal sell-side research to transcripts of competitor calls, extracting relevant insights regardless of document structure.
Input types
50+ languages
Research Reports
200 pages
Multi-modal
Document types
PDFs
Transcripts
Tables
Spreadsheets
Email Updates
Vendor_US.xlsx
3
Supply_2023.pptx
Review_Legal.pdf
Supporting complex documents.
Up to 200 pages.
Analyst reports come in varied formats, from dense equity research PDFs to informal email updates. This agent processes everything from formal sell-side research to transcripts of competitor calls, extracting relevant insights regardless of document structure.
Input types
50+ languages
Research Reports
200 pages
Multi-modal
Document types
PDFs
Transcripts
Tables
Spreadsheets
Email Updates
Vendor_US.xlsx
3
Supply_2023.pptx
Review_Legal.pdf
Supporting complex documents.
Up to 200 pages.
Analyst reports come in varied formats, from dense equity research PDFs to informal email updates. This agent processes everything from formal sell-side research to transcripts of competitor calls, extracting relevant insights regardless of document structure.
Input types
50+ languages
Research Reports
200 pages
Multi-modal
Document types
PDFs
Transcripts
Tables
Spreadsheets
Email Updates
Vendor_US.xlsx
3
Supply_2023.pptx
Review_Legal.pdf
Reach 99% accuracy rate
through GenAI reasoning.
Earnings preparation requires precision. The agent uses sophisticated analysis to accurately identify analyst sentiment shifts, ensuring your briefing materials reflect the true market perspective rather than surface-level keyword matches.
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.
Earnings preparation requires precision. The agent uses sophisticated analysis to accurately identify analyst sentiment shifts, ensuring your briefing materials reflect the true market perspective rather than surface-level keyword matches.
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.
Earnings preparation requires precision. The agent uses sophisticated analysis to accurately identify analyst sentiment shifts, ensuring your briefing materials reflect the true market perspective rather than surface-level keyword matches.
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 anticipated question and suggested talking point is linked back to its source material. You can verify which analyst report, competitor transcript, or market commentary informed each recommendation, ensuring complete transparency.
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
![](data:image/svg+xml,<svg display="block" role="presentation" viewBox="0 0 198 15" xmlns="http://www.w3.org/2000/svg"><defs ><clipPath id="J0QEw1Ctk-2037569988-stroke"><use href="%23J0QEw1Ctk-2037569988"/></clipPath><path d="M 0 1 C 0 0.448 0.448 0 1 0 L 197 0 C 197.552 0 198 0.448 198 1 L 198 9 C 198 9.552 197.552 10 197 10 L 76 10 L 76 14 C 76 14.552 75.552 15 75 15 L 1 15 C 0.448 15 0 14.552 0 14 Z" id="J0QEw1Ctk-2037569988"/></defs><use fill="rgba(124, 58, 237, 0.1)" height="15px" href="%23J0QEw1Ctk-2037569988" id="J0QEw1Ctk" width="198px"/><use clip-path="url(%23J0QEw1Ctk-2037569988-stroke)" fill="transparent" href="%23J0QEw1Ctk-2037569988" stroke-dasharray="0" stroke-linecap="butt" stroke-linejoin="miter" stroke-miterlimit="4" stroke-width="1" stroke="rgb(124, 58, 237)"/></svg>)
02
01
01
02
Trustworthy results,
grounded in reality.
Every anticipated question and suggested talking point is linked back to its source material. You can verify which analyst report, competitor transcript, or market commentary informed each recommendation, ensuring complete transparency.
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 anticipated question and suggested talking point is linked back to its source material. You can verify which analyst report, competitor transcript, or market commentary informed each recommendation, ensuring complete transparency.
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.
Earnings materials contain material non-public information. V7 Go processes all documents within your secure environment, ensuring MNPI is protected and compliance with Regulation FD is maintained throughout the preparation process.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries.
Earnings materials contain material non-public information. V7 Go processes all documents within your secure environment, ensuring MNPI is protected and compliance with Regulation FD is maintained throughout the preparation process.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries.
Earnings materials contain material non-public information. V7 Go processes all documents within your secure environment, ensuring MNPI is protected and compliance with Regulation FD is maintained throughout the preparation process.
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 agent for Investor Relations Officers
How does the agent identify which questions are most likely?
The agent uses pattern recognition across multiple data sources. It identifies topics that appear frequently in recent analyst reports, questions that were asked of competitors, and areas where your results differ from consensus expectations. This multi-factor approach provides a probability-weighted list of likely questions.
+
How does the agent identify which questions are most likely?
The agent uses pattern recognition across multiple data sources. It identifies topics that appear frequently in recent analyst reports, questions that were asked of competitors, and areas where your results differ from consensus expectations. This multi-factor approach provides a probability-weighted list of likely questions.
+
How does the agent identify which questions are most likely?
The agent uses pattern recognition across multiple data sources. It identifies topics that appear frequently in recent analyst reports, questions that were asked of competitors, and areas where your results differ from consensus expectations. This multi-factor approach provides a probability-weighted list of likely questions.
+
Can it analyze sentiment from specific analysts or firms?
Yes. The agent can track individual analysts and their coverage patterns, identifying which analysts tend to focus on specific topics and how their sentiment has shifted over time. This helps you prepare for questions from analysts who cover your stock most actively.
+
Can it analyze sentiment from specific analysts or firms?
Yes. The agent can track individual analysts and their coverage patterns, identifying which analysts tend to focus on specific topics and how their sentiment has shifted over time. This helps you prepare for questions from analysts who cover your stock most actively.
+
Can it analyze sentiment from specific analysts or firms?
Yes. The agent can track individual analysts and their coverage patterns, identifying which analysts tend to focus on specific topics and how their sentiment has shifted over time. This helps you prepare for questions from analysts who cover your stock most actively.
+
How does it handle forward-looking statement compliance?
The agent flags questions that may require forward-looking statements and suggests appropriate safe harbor language. It references your historical disclosure patterns and legal guidelines to ensure suggested responses stay within your established communication framework.
+
How does it handle forward-looking statement compliance?
The agent flags questions that may require forward-looking statements and suggests appropriate safe harbor language. It references your historical disclosure patterns and legal guidelines to ensure suggested responses stay within your established communication framework.
+
How does it handle forward-looking statement compliance?
The agent flags questions that may require forward-looking statements and suggests appropriate safe harbor language. It references your historical disclosure patterns and legal guidelines to ensure suggested responses stay within your established communication framework.
+
Does it integrate with our existing IR workflow tools?
Yes. V7 Go integrates with major IR platforms and can pull data from your existing systems. The agent can access your historical transcripts, analyst models, and internal briefing materials to provide context-aware preparation.
+
Does it integrate with our existing IR workflow tools?
Yes. V7 Go integrates with major IR platforms and can pull data from your existing systems. The agent can access your historical transcripts, analyst models, and internal briefing materials to provide context-aware preparation.
+
Does it integrate with our existing IR workflow tools?
Yes. V7 Go integrates with major IR platforms and can pull data from your existing systems. The agent can access your historical transcripts, analyst models, and internal briefing materials to provide context-aware preparation.
+
How current is the market intelligence it uses?
The agent can access real-time market data, news feeds, and analyst research published up to the day before your call. This ensures your preparation reflects the most current market sentiment and recent developments.
+
How current is the market intelligence it uses?
The agent can access real-time market data, news feeds, and analyst research published up to the day before your call. This ensures your preparation reflects the most current market sentiment and recent developments.
+
How current is the market intelligence it uses?
The agent can access real-time market data, news feeds, and analyst research published up to the day before your call. This ensures your preparation reflects the most current market sentiment and recent developments.
+
What format does the final Q&A brief take?
The agent delivers a structured document organized by topic area, with each anticipated question accompanied by suggested talking points, relevant data points, and references to supporting materials. The format is customizable to match your existing briefing templates.
+
What format does the final Q&A brief take?
The agent delivers a structured document organized by topic area, with each anticipated question accompanied by suggested talking points, relevant data points, and references to supporting materials. The format is customizable to match your existing briefing templates.
+
What format does the final Q&A brief take?
The agent delivers a structured document organized by topic area, with each anticipated question accompanied by suggested talking points, relevant data points, and references to supporting materials. The format is customizable to match your existing briefing templates.
+
Next steps
Next steps
Still spending days preparing for earnings calls?
Share your recent earnings materials and analyst coverage. We'll show you how our agent generates comprehensive Q&A briefs in hours instead of days.
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: