Analyze earnings 95% faster

AI Hedge Fund Earnings Analysis Agent

A first call summary, in seconds

Delegate your earnings season prep to a specialized AI agent. It reads the press release and earnings call transcript for any company, extracts key KPIs and management guidance, and summarizes the most important questions from the analyst Q&A session.

Ideal for

Hedge Funds

Equity Research

Asset Management

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    SMC  logo
    Mercedes-Benz logo
    Centerline logo
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    Mercedes-Benz logo
    Alaris logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Foobar logo
    ABL logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Brotherhood Mutual logo
    Mercedes-Benz logo
    Paige logo
    Roche logo
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
    Mercedes-Benz logo
    Mercedes-Benz logo

See AI Hedge Fund Earnings Analysis Agent in action

Play video

  • Mercedes-Benz logo
    SMC  logo
    Mercedes-Benz logo
    Centerline logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Alaris logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Foobar logo
    ABL logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Brotherhood Mutual logo
    Mercedes-Benz logo
    Paige logo
    Roche logo
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
    Mercedes-Benz logo
    Mercedes-Benz logo

See AI Hedge Fund Earnings Analysis Agent in action

Play video

  • Mercedes-Benz logo
    SMC  logo
    Mercedes-Benz logo
    Centerline logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Alaris logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Foobar logo
    ABL logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Brotherhood Mutual logo
    Mercedes-Benz logo
    Paige logo
    Roche logo
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
    Mercedes-Benz logo
    Mercedes-Benz logo

See AI Hedge Fund Earnings Analysis Agent in action

Play video

Earnings Call Summary

  • Mercedes-Benz logo
    SMC  logo
    Mercedes-Benz logo
    Centerline logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Alaris logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Foobar logo
    ABL logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Mercedes-Benz logo
    Brotherhood Mutual logo
    Mercedes-Benz logo
    Paige logo
    Roche logo
    Sony logo
    Munch Energie Logo
    Certainty Sofrware logo
    Raft logo
    Bayer Logo
    Mercedes-Benz logo
    Mercedes-Benz logo

See AI Hedge Fund Earnings Analysis Agent in action

Play video

Time comparison

Time comparison

Traditional way

1-2 hours per company

With V7 Go agents

5 minutes

Average time saved

95%

Why V7 Go

Why V7 Go

KPI & Financial Extraction

Automatically reads the earnings press release and 8-K to extract headline financials (Revenue, EPS) and key performance indicators (KPIs) specific to the company's industry.

KPI & Financial Extraction

Automatically reads the earnings press release and 8-K to extract headline financials (Revenue, EPS) and key performance indicators (KPIs) specific to the company's industry.

KPI & Financial Extraction

Automatically reads the earnings press release and 8-K to extract headline financials (Revenue, EPS) and key performance indicators (KPIs) specific to the company's industry.

KPI & Financial Extraction

Automatically reads the earnings press release and 8-K to extract headline financials (Revenue, EPS) and key performance indicators (KPIs) specific to the company's industry.

Management Guidance Summarization

Analyzes the call transcript to identify and summarize management's forward-looking guidance for revenue, margins, and other key metrics for the upcoming quarter and full year.

Management Guidance Summarization

Analyzes the call transcript to identify and summarize management's forward-looking guidance for revenue, margins, and other key metrics for the upcoming quarter and full year.

Management Guidance Summarization

Analyzes the call transcript to identify and summarize management's forward-looking guidance for revenue, margins, and other key metrics for the upcoming quarter and full year.

Management Guidance Summarization

Analyzes the call transcript to identify and summarize management's forward-looking guidance for revenue, margins, and other key metrics for the upcoming quarter and full year.

Analyst Q&A Analysis

Reads the entire Q&A portion of the transcript and synthesizes the key themes, identifying the topics that analysts are most focused on and summarizing management's responses.

Analyst Q&A Analysis

Reads the entire Q&A portion of the transcript and synthesizes the key themes, identifying the topics that analysts are most focused on and summarizing management's responses.

Analyst Q&A Analysis

Reads the entire Q&A portion of the transcript and synthesizes the key themes, identifying the topics that analysts are most focused on and summarizing management's responses.

Analyst Q&A Analysis

Reads the entire Q&A portion of the transcript and synthesizes the key themes, identifying the topics that analysts are most focused on and summarizing management's responses.

Sentiment & Nuance Detection

Goes beyond the numbers to analyze the sentiment and confidence in management's tone, flagging subtle changes in language that might signal a shift in outlook.

Sentiment & Nuance Detection

Goes beyond the numbers to analyze the sentiment and confidence in management's tone, flagging subtle changes in language that might signal a shift in outlook.

Sentiment & Nuance Detection

Goes beyond the numbers to analyze the sentiment and confidence in management's tone, flagging subtle changes in language that might signal a shift in outlook.

Sentiment & Nuance Detection

Goes beyond the numbers to analyze the sentiment and confidence in management's tone, flagging subtle changes in language that might signal a shift in outlook.

Consensus Comparison

Integrates with your market data provider to automatically compare the reported results and guidance against Wall Street consensus estimates, instantly highlighting the beat or miss.

Consensus Comparison

Integrates with your market data provider to automatically compare the reported results and guidance against Wall Street consensus estimates, instantly highlighting the beat or miss.

Consensus Comparison

Integrates with your market data provider to automatically compare the reported results and guidance against Wall Street consensus estimates, instantly highlighting the beat or miss.

Consensus Comparison

Integrates with your market data provider to automatically compare the reported results and guidance against Wall Street consensus estimates, instantly highlighting the beat or miss.

Automated 'First Call' Notes

Delivers a structured summary of the entire earnings event—press release, prepared remarks, and Q&A—in a format perfect for a 'first call' note to your team or clients.

Automated 'First Call' Notes

Delivers a structured summary of the entire earnings event—press release, prepared remarks, and Q&A—in a format perfect for a 'first call' note to your team or clients.

Automated 'First Call' Notes

Delivers a structured summary of the entire earnings event—press release, prepared remarks, and Q&A—in a format perfect for a 'first call' note to your team or clients.

Automated 'First Call' Notes

Delivers a structured summary of the entire earnings event—press release, prepared remarks, and Q&A—in a format perfect for a 'first call' note to your team or clients.

Synthesizes the key data from earnings season documents

To provide an instant, actionable summary.

Get started

Get started

Import your files

Bloomberg Terminal

,

FactSet

,

S&P Capital IQ

Import your files from whereever they are currently stored

Customer voices

Customer voices

Connect AI to the firehose of earnings season.

Connect AI to the firehose of earnings season.

Empower your analysts to find the alpha, not just the facts.

Empower your analysts to find the alpha, not just the facts.

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

Features

Features

Results you can actually trust.
Reliable AI document processing toolkit.

Results you can trust.
Trustworthy AI document processing toolkit.

Works with all your earnings docs.

In any format.

The agent synthesizes insights from the complete earnings package: the press release, the 8-K filing, the full call transcript, and even the investor presentation slides with their embedded charts and graphs.

Input types

Transcripts

Press Releases

Charts & Graphs

Multi-modal

Document types

PDFs

Word Docs

Complex Tables

HTML

PowerPoint

Vendor_US.xlsx

3

Supply_2023.pptx

Review_Legal.pdf

Works with all your earnings docs.

In any format.

The agent synthesizes insights from the complete earnings package: the press release, the 8-K filing, the full call transcript, and even the investor presentation slides with their embedded charts and graphs.

Input types

Transcripts

Press Releases

Charts & Graphs

Multi-modal

Document types

PDFs

Word Docs

Complex Tables

HTML

PowerPoint

Vendor_US.xlsx

3

Supply_2023.pptx

Review_Legal.pdf

Works with all your earnings docs.

In any format.

The agent synthesizes insights from the complete earnings package: the press release, the 8-K filing, the full call transcript, and even the investor presentation slides with their embedded charts and graphs.

Input types

Transcripts

Press Releases

Charts & Graphs

Multi-modal

Document types

PDFs

Word Docs

Complex Tables

HTML

PowerPoint

Vendor_US.xlsx

3

Supply_2023.pptx

Review_Legal.pdf

Achieve near-perfect accuracy

with AI reasoning.

Investment decisions demand precision. The agent uses AI reasoning to accurately extract financial figures, specific guidance numbers, and the nuanced context of Q&A sessions, ensuring your analysis is based on solid facts.

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)

Achieve near-perfect accuracy

with AI reasoning.

Investment decisions demand precision. The agent uses AI reasoning to accurately extract financial figures, specific guidance numbers, and the nuanced context of Q&A sessions, ensuring your analysis is based on solid facts.

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)

Achieve near-perfect accuracy

with AI reasoning.

Investment decisions demand precision. The agent uses AI reasoning to accurately extract financial figures, specific guidance numbers, and the nuanced context of Q&A sessions, ensuring your analysis is based on solid facts.

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 your documents.

Never second-guess an earnings summary again. Every single data point and summarized theme in the agent's output is visually linked to the exact sentence or table in the source press release or transcript.

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 your documents.

Never second-guess an earnings summary again. Every single data point and summarized theme in the agent's output is visually linked to the exact sentence or table in the source press release or transcript.

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 your documents.

Never second-guess an earnings summary again. Every single data point and summarized theme in the agent's output is visually linked to the exact sentence or table in the source press release or transcript.

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 sensitive financial data.

While earnings data is public, your analysis and investment thesis are your most valuable secret. V7 Go ensures this IP remains protected, processing everything within your secure, private environment.

Certifications

GDPR

SOC2

HIPAA

ISO

Safety

Custom storage

Data governance

Access-level permissions

Enterprise-grade security

for sensitive financial data.

While earnings data is public, your analysis and investment thesis are your most valuable secret. V7 Go ensures this IP remains protected, processing everything within your secure, private environment.

Certifications

GDPR

SOC2

HIPAA

ISO

Safety

Custom storage

Data governance

Access-level permissions

Enterprise-grade security

for sensitive financial data.

While earnings data is public, your analysis and investment thesis are your most valuable secret. V7 Go ensures this IP remains protected, processing everything 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 Hedge Fund Earnings Analysis Agent

Where does the agent get the earnings transcripts and press releases?

The agent can connect to your capital markets data provider (e.g., Bloomberg, Refinitiv) to pull transcripts as they are published, or it can process documents you upload directly from company investor relations websites.

+

Where does the agent get the earnings transcripts and press releases?

The agent can connect to your capital markets data provider (e.g., Bloomberg, Refinitiv) to pull transcripts as they are published, or it can process documents you upload directly from company investor relations websites.

+

Where does the agent get the earnings transcripts and press releases?

The agent can connect to your capital markets data provider (e.g., Bloomberg, Refinitiv) to pull transcripts as they are published, or it can process documents you upload directly from company investor relations websites.

+

How does it handle industry-specific KPIs?

The agent is configurable. You can provide it with a list of the specific, non-standard KPIs you track for a particular industry (e.g., 'Same-Store Sales' for retail, 'ARR' for SaaS), and it will actively search for them.

+

How does it handle industry-specific KPIs?

The agent is configurable. You can provide it with a list of the specific, non-standard KPIs you track for a particular industry (e.g., 'Same-Store Sales' for retail, 'ARR' for SaaS), and it will actively search for them.

+

How does it handle industry-specific KPIs?

The agent is configurable. You can provide it with a list of the specific, non-standard KPIs you track for a particular industry (e.g., 'Same-Store Sales' for retail, 'ARR' for SaaS), and it will actively search for them.

+

Can it track these metrics for a company over multiple quarters?

Yes. By running the agent each quarter, you build a historical, structured dataset of a company's performance and guidance, making it easy to analyze trends over time.

+

Can it track these metrics for a company over multiple quarters?

Yes. By running the agent each quarter, you build a historical, structured dataset of a company's performance and guidance, making it easy to analyze trends over time.

+

Can it track these metrics for a company over multiple quarters?

Yes. By running the agent each quarter, you build a historical, structured dataset of a company's performance and guidance, making it easy to analyze trends over time.

+

How does it analyze the Q&A session?

It reads the entire transcript and uses AI to group questions by topic (e.g., 'margin pressure,' 'capital allocation'). It then summarizes the key questions and management's answers for each theme.

+

How does it analyze the Q&A session?

It reads the entire transcript and uses AI to group questions by topic (e.g., 'margin pressure,' 'capital allocation'). It then summarizes the key questions and management's answers for each theme.

+

How does it analyze the Q&A session?

It reads the entire transcript and uses AI to group questions by topic (e.g., 'margin pressure,' 'capital allocation'). It then summarizes the key questions and management's answers for each theme.

+

Can I customize the format of the earnings summary?

Absolutely. The agent can be configured to deliver its summary in the exact format of your firm's standard 'first call' notes or to populate a specific Excel template for tracking earnings.

+

Can I customize the format of the earnings summary?

Absolutely. The agent can be configured to deliver its summary in the exact format of your firm's standard 'first call' notes or to populate a specific Excel template for tracking earnings.

+

Can I customize the format of the earnings summary?

Absolutely. The agent can be configured to deliver its summary in the exact format of your firm's standard 'first call' notes or to populate a specific Excel template for tracking earnings.

+

How can I trust the summary is accurate?

Every piece of information in the summary is verifiable. The agent provides visual citations that link every extracted number, piece of guidance, and Q&A summary directly back to the source sentence in the original transcript.

+

How can I trust the summary is accurate?

Every piece of information in the summary is verifiable. The agent provides visual citations that link every extracted number, piece of guidance, and Q&A summary directly back to the source sentence in the original transcript.

+

How can I trust the summary is accurate?

Every piece of information in the summary is verifiable. The agent provides visual citations that link every extracted number, piece of guidance, and Q&A summary directly back to the source sentence in the original transcript.

+

Next steps

Next steps

Is your team ready for the next earnings deluge?

Pick a company that has recently reported. We'll show you how our AI agent can digest their entire earnings package and deliver a concise, actionable summary in under 10 minutes.

Uncover hidden liabilities

in

supplier contracts.

V7 Go transforms documents into strategic assets. 150+ enterprises are already on board:

  • Mercedes-Benz logo
    SMC  logo
    Centerline logo
    Alaris logo

Uncover hidden liabilities

in

supplier contracts.

V7 Go transforms documents into strategic assets. 150+ enterprises are already on board:

  • Mercedes-Benz logo
    SMC  logo
    Centerline logo
    Alaris logo