Save 8-10 hours per analysis
AI Comparable Analysis Agent
Build a perfect comps sheet in minutes
Delegate the tedious work of building comps to a specialized AI agent. It intelligently identifies the best peer group for your target company, pulls all the required financial data and trading multiples, and formats the output into your firm's presentation-ready template.

Ideal for
Investment Banking
Private Equity
Equity Research

See AI Comparable Analysis Agent in action
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See AI Comparable Analysis Agent in action
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See AI Comparable Analysis Agent in action
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Comparable Company Analysis
See AI Comparable Analysis Agent in action
Play video
Time comparison
Time comparison
Traditional way
8-10 hours per sheet
With V7 Go agents
15 minutes
Average time saved
95%
Why V7 Go
Why V7 Go
Intelligent Peer Group Selection
Analyzes a target company's business description and financials to automatically search databases like Capital IQ and find the most relevant publicly traded comparable companies.
Intelligent Peer Group Selection
Analyzes a target company's business description and financials to automatically search databases like Capital IQ and find the most relevant publicly traded comparable companies.
Intelligent Peer Group Selection
Analyzes a target company's business description and financials to automatically search databases like Capital IQ and find the most relevant publicly traded comparable companies.
Intelligent Peer Group Selection
Analyzes a target company's business description and financials to automatically search databases like Capital IQ and find the most relevant publicly traded comparable companies.
Automated Data Population
Pulls all required data for the peer group—market cap, enterprise value, LTM/NTM financials, and multiples—directly from your financial data provider.
Automated Data Population
Pulls all required data for the peer group—market cap, enterprise value, LTM/NTM financials, and multiples—directly from your financial data provider.
Automated Data Population
Pulls all required data for the peer group—market cap, enterprise value, LTM/NTM financials, and multiples—directly from your financial data provider.
Automated Data Population
Pulls all required data for the peer group—market cap, enterprise value, LTM/NTM financials, and multiples—directly from your financial data provider.
Custom Template Integration
Formats all extracted data and populates it directly into your firm's proprietary, presentation-ready Excel or PowerPoint template for comparable analysis.
Custom Template Integration
Formats all extracted data and populates it directly into your firm's proprietary, presentation-ready Excel or PowerPoint template for comparable analysis.
Custom Template Integration
Formats all extracted data and populates it directly into your firm's proprietary, presentation-ready Excel or PowerPoint template for comparable analysis.
Custom Template Integration
Formats all extracted data and populates it directly into your firm's proprietary, presentation-ready Excel or PowerPoint template for comparable analysis.
Mean, Median & Range Calculation
Automatically calculates the mean, median, high, and low multiples for the peer group, providing the key benchmarks needed for your valuation football field.
Mean, Median & Range Calculation
Automatically calculates the mean, median, high, and low multiples for the peer group, providing the key benchmarks needed for your valuation football field.
Mean, Median & Range Calculation
Automatically calculates the mean, median, high, and low multiples for the peer group, providing the key benchmarks needed for your valuation football field.
Mean, Median & Range Calculation
Automatically calculates the mean, median, high, and low multiples for the peer group, providing the key benchmarks needed for your valuation football field.
Link to Source Filings
Every financial data point used in the analysis is accompanied by a direct link to the source SEC filing (10-K or 10-Q), making it easy to double-check any number.
Link to Source Filings
Every financial data point used in the analysis is accompanied by a direct link to the source SEC filing (10-K or 10-Q), making it easy to double-check any number.
Link to Source Filings
Every financial data point used in the analysis is accompanied by a direct link to the source SEC filing (10-K or 10-Q), making it easy to double-check any number.
Link to Source Filings
Every financial data point used in the analysis is accompanied by a direct link to the source SEC filing (10-K or 10-Q), making it easy to double-check any number.
Refreshable with a Click
Once a comps sheet is built, it can be refreshed with a single click before a meeting to pull in the latest stock prices and ensure your multiples are always up-to-date.
Refreshable with a Click
Once a comps sheet is built, it can be refreshed with a single click before a meeting to pull in the latest stock prices and ensure your multiples are always up-to-date.
Refreshable with a Click
Once a comps sheet is built, it can be refreshed with a single click before a meeting to pull in the latest stock prices and ensure your multiples are always up-to-date.
Refreshable with a Click
Once a comps sheet is built, it can be refreshed with a single click before a meeting to pull in the latest stock prices and ensure your multiples are always up-to-date.
Pulls from financial data providers & filings
To create a perfect, presentation-ready comps sheet.
Get started
Get started
Import your files
S&P Capital IQ
,
FactSet
,
PitchBook
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 financial data terminals.
Connect AI to your financial data terminals.
Free your analysts from the pains of manual comps.
Free your analysts from the pains of manual comps.
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.
This agent connects directly to your essential data sources. It can pull structured data via APIs from providers like Capital IQ and FactSet, and also extract qualitative information from unstructured PDFs and websites.
Input types
50+ languages
Data Feeds
200 pages
Multi-modal
Document types
PDFs
URL
APIs
Tables
Spreadsheets
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Supporting complex documents.
Up to 200 pages.
This agent connects directly to your essential data sources. It can pull structured data via APIs from providers like Capital IQ and FactSet, and also extract qualitative information from unstructured PDFs and websites.
Input types
50+ languages
Data Feeds
200 pages
Multi-modal
Document types
PDFs
URL
APIs
Tables
Spreadsheets
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Supporting complex documents.
Up to 200 pages.
This agent connects directly to your essential data sources. It can pull structured data via APIs from providers like Capital IQ and FactSet, and also extract qualitative information from unstructured PDFs and websites.
Input types
50+ languages
Data Feeds
200 pages
Multi-modal
Document types
PDFs
URL
APIs
Tables
Spreadsheets
Vendor_US.xlsx

3
Supply_2023.pptx

Review_Legal.pdf

Reach 99% accuracy rate
through GenAI reasoning.
Valuation requires absolute precision. The agent is built to pull the right numbers from the right places, accurately calculating multiples and ensuring the data that populates your comps sheet is free from manual copy-paste errors.
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.
Valuation requires absolute precision. The agent is built to pull the right numbers from the right places, accurately calculating multiples and ensuring the data that populates your comps sheet is free from manual copy-paste errors.
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.
Valuation requires absolute precision. The agent is built to pull the right numbers from the right places, accurately calculating multiples and ensuring the data that populates your comps sheet is free from manual copy-paste errors.
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 number on your comps sheet is fully traceable. The agent provides a clear citation for every data point, linking it back to the specific financial report or data provider it came from, giving you total confidence in your work product.

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 number on your comps sheet is fully traceable. The agent provides a clear citation for every data point, linking it back to the specific financial report or data provider it came from, giving you total confidence in your work product.

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 number on your comps sheet is fully traceable. The agent provides a clear citation for every data point, linking it back to the specific financial report or data provider it came from, giving you total confidence in your work product.

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.
Your valuation models and client work are highly confidential. V7 Go ensures this intellectual property is protected by processing all data and populating your proprietary templates within your secure, private environment.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries.
Your valuation models and client work are highly confidential. V7 Go ensures this intellectual property is protected by processing all data and populating your proprietary templates within your secure, private environment.
Certifications
GDPR
SOC2
HIPAA
ISO
Safety
Custom storage
Data governance
Access-level permissions
Enterprise grade security
for high-stake industries.
Your valuation models and client work are highly confidential. V7 Go ensures this intellectual property is protected by processing all data and populating your proprietary templates within your secure, private environment.
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 Comparable Analysis Agent
Where does the agent get the financial and market data from?
The agent integrates directly with your existing subscriptions to major financial data providers like S&P Capital IQ, FactSet, and PitchBook. It uses your trusted sources to ensure data quality and consistency.
+
Where does the agent get the financial and market data from?
The agent integrates directly with your existing subscriptions to major financial data providers like S&P Capital IQ, FactSet, and PitchBook. It uses your trusted sources to ensure data quality and consistency.
+
Where does the agent get the financial and market data from?
The agent integrates directly with your existing subscriptions to major financial data providers like S&P Capital IQ, FactSet, and PitchBook. It uses your trusted sources to ensure data quality and consistency.
+
How does it choose the 'best' comparable companies?
It uses a combination of your initial criteria (industry, size, etc.) and AI reasoning. The agent analyzes the business descriptions of potential peers to find companies with the most similar business models, not just the same industry code.
+
How does it choose the 'best' comparable companies?
It uses a combination of your initial criteria (industry, size, etc.) and AI reasoning. The agent analyzes the business descriptions of potential peers to find companies with the most similar business models, not just the same industry code.
+
How does it choose the 'best' comparable companies?
It uses a combination of your initial criteria (industry, size, etc.) and AI reasoning. The agent analyzes the business descriptions of potential peers to find companies with the most similar business models, not just the same industry code.
+
Can it handle our firm's very specific, highly-formatted pitch book slide for comps?
Yes. We configure the agent to output data that perfectly maps to the cells in your existing Excel or PowerPoint template, preserving every detail of your firm's branding and formatting.
+
Can it handle our firm's very specific, highly-formatted pitch book slide for comps?
Yes. We configure the agent to output data that perfectly maps to the cells in your existing Excel or PowerPoint template, preserving every detail of your firm's branding and formatting.
+
Can it handle our firm's very specific, highly-formatted pitch book slide for comps?
Yes. We configure the agent to output data that perfectly maps to the cells in your existing Excel or PowerPoint template, preserving every detail of your firm's branding and formatting.
+
What financial metrics and multiples can it pull?
It can be configured to pull any standard metric available from your data provider, including Revenue, EBITDA, Net Income, and multiples like EV/Revenue, EV/EBITDA, and P/E, for both Last Twelve Months (LTM) and Next Twelve Months (NTM) periods.
+
What financial metrics and multiples can it pull?
It can be configured to pull any standard metric available from your data provider, including Revenue, EBITDA, Net Income, and multiples like EV/Revenue, EV/EBITDA, and P/E, for both Last Twelve Months (LTM) and Next Twelve Months (NTM) periods.
+
What financial metrics and multiples can it pull?
It can be configured to pull any standard metric available from your data provider, including Revenue, EBITDA, Net Income, and multiples like EV/Revenue, EV/EBITDA, and P/E, for both Last Twelve Months (LTM) and Next Twelve Months (NTM) periods.
+
How does it handle calendarization for companies with different fiscal years?
The agent can be configured to pull quarter-by-quarter financial data and automatically apply the standard calendarization formulas to create a true apples-to-apples comparison for your LTM figures.
+
How does it handle calendarization for companies with different fiscal years?
The agent can be configured to pull quarter-by-quarter financial data and automatically apply the standard calendarization formulas to create a true apples-to-apples comparison for your LTM figures.
+
How does it handle calendarization for companies with different fiscal years?
The agent can be configured to pull quarter-by-quarter financial data and automatically apply the standard calendarization formulas to create a true apples-to-apples comparison for your LTM figures.
+
Does this automate the entire valuation?
It automates the data-gathering and presentation part of comparable analysis. The strategic part—making judgments about the peer group, applying the right multiple to your target—is still driven by the analyst's expertise.
+
Does this automate the entire valuation?
It automates the data-gathering and presentation part of comparable analysis. The strategic part—making judgments about the peer group, applying the right multiple to your target—is still driven by the analyst's expertise.
+
Does this automate the entire valuation?
It automates the data-gathering and presentation part of comparable analysis. The strategic part—making judgments about the peer group, applying the right multiple to your target—is still driven by the analyst's expertise.
+
Next steps
Next steps
Facing another weekend building pitch books?
Give us a target company and your comps template. We'll show you how our AI agent can build a presentation-ready analysis in under 15 minutes.
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: