Prep time cut by 70%
AI Investor Relations Q&A Prep Agent
AI Investor Relations Q&A Prep Agent
AI Investor Relations Q&A Prep Agent
Turn analyst sentiment into prepared answers
Turn analyst sentiment into prepared answers
Turn analyst sentiment into prepared answers
Delegate earnings call preparation to a specialized AI agent. It analyzes analyst reports, competitor earnings transcripts, and market research to identify likely questions, synthesize talking points, and generate a comprehensive Q&A preparation sheet that keeps management confident and on-message.

Ideal for
Investor Relations
Corporate Communications
Executive Leadership

See AI Investor Relations Q&A Prep Agent in action
Play video

See AI Investor Relations Q&A Prep Agent in action
Play video

Q3 Earnings Call Prep
See AI Investor Relations Q&A Prep Agent in action
Play video
Decision-ready outputs from your data room
Turn diligence documents into IC-ready slides.
V7 analyses CIMs, models, contracts, DDQs, and data rooms — then generates source-linked memos, tables, and PPT files your team can edit, trust, and send.
Speak to an expert in your industry in the next 24 hours.
See how V7 turns your firm’s documents into investor-ready outputs — with every number traced back to source.
Decision-ready outputs from your data room
Turn diligence documents into IC-ready slides.
V7 analyses CIMs, models, contracts, DDQs, and data rooms — then generates source-linked memos, tables, and PPT files your team can edit, trust, and send.
Speak to an expert in your industry in the next 24 hours.
See how V7 turns your firm’s documents into investor-ready outputs — with every number traced back to source.
Decision-ready outputs from your data room
Turn diligence documents into IC-ready slides.
V7 analyses CIMs, models, contracts, DDQs, and data rooms — then generates source-linked memos, tables, and PPT files your team can edit, trust, and send.
Speak to an expert in your industry in the next 24 hours.
See how V7 turns your firm’s documents into investor-ready outputs — with every number traced back to source.
Decision-ready outputs from your data room
Turn diligence documents into IC-ready slides.
V7 analyses CIMs, models, contracts, DDQs, and data rooms — then generates source-linked memos, tables, and PPT files your team can edit, trust, and send.
Speak to an expert in your industry in the next 24 hours.
See how V7 turns your firm’s documents into investor-ready outputs — with every number traced back to source.
Time comparison
Traditional way
3-5 days
With V7 Go agents
2-4 hours
Average time saved
70%
Why V7 Go
Analyst Sentiment Analysis
Automatically scans recent analyst reports and research notes to identify emerging concerns, consensus expectations, and areas of disagreement among the investment community.
Analyst Sentiment Analysis
Automatically scans recent analyst reports and research notes to identify emerging concerns, consensus expectations, and areas of disagreement among the investment community.
Competitor Call Intelligence
Analyzes competitor earnings transcripts to surface common analyst questions, recurring themes, and industry-specific concerns that are likely to be asked of your management team.
Competitor Call Intelligence
Analyzes competitor earnings transcripts to surface common analyst questions, recurring themes, and industry-specific concerns that are likely to be asked of your management team.
Question Anticipation
Synthesizes analyst sentiment and competitive dynamics to predict the most likely and most difficult questions management will face, ranked by probability and impact.
Question Anticipation
Synthesizes analyst sentiment and competitive dynamics to predict the most likely and most difficult questions management will face, ranked by probability and impact.
Talking Point Generation
Generates concise, on-message talking points for each anticipated question, grounded in company guidance, recent announcements, and strategic priorities.
Talking Point Generation
Generates concise, on-message talking points for each anticipated question, grounded in company guidance, recent announcements, and strategic priorities.
Historical Pattern Recognition
Identifies patterns from your company's previous earnings calls to surface recurring questions and topics that consistently come up, ensuring no blind spots.
Historical Pattern Recognition
Identifies patterns from your company's previous earnings calls to surface recurring questions and topics that consistently come up, ensuring no blind spots.
Rapid Turnaround
Delivers a complete, ready-to-use Q&A preparation sheet in hours, giving management time to practice and refine responses before the call.
Rapid Turnaround
Delivers a complete, ready-to-use Q&A preparation sheet in hours, giving management time to practice and refine responses before the call.
Synthesizes market intelligence into actionable prep
To help management anticipate and answer tough questions.
Get started


Import your files
Salesforce
,
Microsoft Sharepoint Online
,
Google Drive
Import your files from whereever they are currently stored
All types of Finance documents supported
Once imported our system extracts and organises the essentials
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 many formats—dense PDFs, lengthy research notes, earnings transcripts with complex Q&A sections. This agent handles all of it, extracting insights from unstructured text, tables, and multi-page documents regardless of format or layout.
Input types
50+ languages
Dense PDFs
200 pages
Multi-modal
Document types
PDFs
URL
Tables
Transcripts
Spreadsheets
Vendor_US.xlsx

12
Supply_2023.pptx

Review_Legal.pdf

Supporting complex documents.
Up to 200 pages.
Analyst reports come in many formats—dense PDFs, lengthy research notes, earnings transcripts with complex Q&A sections. This agent handles all of it, extracting insights from unstructured text, tables, and multi-page documents regardless of format or layout.
Input types
50+ languages
Dense PDFs
200 pages
Multi-modal
Document types
PDFs
URL
Tables
Transcripts
Spreadsheets
Vendor_US.xlsx

12
Supply_2023.pptx

Review_Legal.pdf

Reach 99% accuracy rate
through GenAI reasoning.
Analyst sentiment is nuanced. This agent uses multi-step reasoning to accurately interpret tone, identify genuine concerns versus rhetorical questions, and distinguish between consensus views and outlier opinions. Every insight is grounded in the source material.
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.
Analyst sentiment is nuanced. This agent uses multi-step reasoning to accurately interpret tone, identify genuine concerns versus rhetorical questions, and distinguish between consensus views and outlier opinions. Every insight is grounded in the source material.
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 talking point is visually linked back to the source documents that informed it. Management can verify the reasoning and adjust responses with full confidence in the preparation.

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 talking point is visually linked back to the source documents that informed it. Management can verify the reasoning and adjust responses with full confidence in the preparation.

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 call preparation involves sensitive company information and strategic insights. V7 Go processes all materials within your secure environment, ensuring confidentiality and compliance with securities regulations. Your data is never used for external purposes.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries.
Earnings call preparation involves sensitive company information and strategic insights. V7 Go processes all materials within your secure environment, ensuring confidentiality and compliance with securities regulations. Your data is never used for external purposes.
Certifications
GPDR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
More agents
Explore more agents to help you
accelerate your investor relations and financial communications
More agents

Deal Agreement Analysis Agent
Automates covenant extraction from deal agreements to identify financial restrictions and compliance triggers.
Finance
•
Covenant Extraction
•
Threshold Identification
•
Amendment Tracking
Get ->

Deal Agreement Analysis Agent
Automates covenant extraction from deal agreements to identify financial restrictions and compliance triggers.
Finance
•
Covenant Extraction
•
Threshold Identification
•
Amendment Tracking
Get ->

AI Operational Due Diligence Agent
Automates operational due diligence by analyzing HR, IT, compliance, and vendor documents to flag risks.
Finance
•
Operational Risk Detection
•
IT Infrastructure Analysis
•
HR & Talent Assessment
Get ->

AI Operational Due Diligence Agent
Automates operational due diligence by analyzing HR, IT, compliance, and vendor documents to flag risks.
Finance
•
Operational Risk Detection
•
IT Infrastructure Analysis
•
HR & Talent Assessment
Get ->

AI Tear Sheet Generation Agent
Automatically generates formatted investment tear sheets from deal documents and financial data.
Finance
•
Automated Data Extraction
•
Template Formatting
•
Criteria Mapping
Get ->

AI Tear Sheet Generation Agent
Automatically generates formatted investment tear sheets from deal documents and financial data.
Finance
•
Automated Data Extraction
•
Template Formatting
•
Criteria Mapping
Get ->

AI Tax Compliance Agent
Automatically verifies tax compliance across invoices, contracts, and financial documents to prevent penalties.
Finance
•
Tax Code Verification
•
VAT Compliance Checking
•
Regulatory Requirement Mapping
Get ->

AI Tax Compliance Agent
Automatically verifies tax compliance across invoices, contracts, and financial documents to prevent penalties.
Finance
•
Tax Code Verification
•
VAT Compliance Checking
•
Regulatory Requirement Mapping
Get ->

AI Tax Due Diligence Agent
Automates tax due diligence to identify PE risks, transfer pricing issues, and compliance gaps in M&A transactions.
Finance
•
PE Risk Detection
•
Transfer Pricing Analysis
•
Entity Structure Mapping
Get ->

AI Tax Due Diligence Agent
Automates tax due diligence to identify PE risks, transfer pricing issues, and compliance gaps in M&A transactions.
Finance
•
PE Risk Detection
•
Transfer Pricing Analysis
•
Entity Structure Mapping
Get ->

AI Portfolio Reporting Agent
Automates portfolio performance reporting by consolidating data and generating custom reports.
Finance
•
Automated Portfolio Reporting
•
Performance Consolidation
•
Investor Reporting
Get ->

AI Portfolio Reporting Agent
Automates portfolio performance reporting by consolidating data and generating custom reports.
Finance
•
Automated Portfolio Reporting
•
Performance Consolidation
•
Investor Reporting
Get ->
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."

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

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."

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

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."

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

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."

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

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Enterprise-grade security
Your data stays yours—always. Work with one of the few AI companies that never trains on your data.
No training on your data
Encrypted end-to-end
Audited and penetration-tested
Fine-grained access controls
Inhouse security team
Audit logs across every workflow
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."

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

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."

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

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."

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

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."

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

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Enterprise-grade security
Your data stays yours—always. Work with one of the few AI companies that never trains on your data.
No training on your data
Encrypted end-to-end
Audited and penetration-tested
Fine-grained access controls
Inhouse security team
Audit logs across every workflow
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."

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

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."

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

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."

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

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Time saving for invoice processing
95%
"We are looking for V7 Go and AI in general to be the beating heart of our company and our growth. It will make us more productive as a company, liaising with customers, automating tasks, even finding new work."

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

Trey Heath
CEO of Centerline
Custom solution delivery
In hours, not weeks
"Partnering with V7 means bringing our toughest data challenges to a team that turns them into solutions in hours. Their Solutions Engineers have redefined what’s possible for our business."

Allen Darby
CEO of Alaris Acquisitions
Enterprise-grade security
Your data stays yours—always. Work with one of the few AI companies that never trains on your data.
No training on your data
Encrypted end-to-end
Audited and penetration-tested
Fine-grained access controls
Inhouse security team
Audit logs across every workflow


