90% faster transcript analysis
AI agent for Equity Research Analysts
Cover more stocks without reading every transcript
Delegate earnings call analysis to a specialized AI agent. It reads transcripts, extracts revised guidance, identifies material commentary changes, and delivers structured summaries so you can publish research faster and expand coverage without adding analysts.

Ideal for
Equity Research
Sell-Side Analysts
Buy-Side Research
Time comparison
Traditional way
2-3 hours per call
With V7 Go agents
5-10 minutes
Average time saved
90%
Why V7 Go
Analyzes any earnings communication
To extract guidance and management insights.

Import your files
FactSet
,
Bloomberg Terminal
,
Microsoft Excel
Import your files from whereever they are currently stored
All types of Finance documents supported
Once imported our system extracts and organises the essentials
Connect AI to your research process.
Finance
•
Legal
•
Insurance
•
Tax
•
Real Estate
Answers
What you need to know about our
AI agent for Equity Research Analysts
How does it handle non-GAAP metrics and adjusted figures?
The agent is trained to recognize both GAAP and non-GAAP metrics, including adjusted EBITDA, normalized earnings, and company-specific KPIs. It extracts the figures management emphasizes and notes any reconciliation details provided.
+
Can it detect changes in management tone or sentiment?
Yes. The agent analyzes language patterns and compares current commentary to historical transcripts in your Knowledge Hub to identify shifts in tone, increased hedging language, or changes in confidence levels on specific topics.
+
What if guidance is provided in ranges or qualitative terms?
The agent captures guidance exactly as stated by management, whether it's a specific number, a range, or qualitative language like 'low double digits.' It preserves the nuance while structuring the information for analysis.
+
How does it handle multiple speakers and Q&A sessions?
The agent processes the entire transcript, attributing statements to specific executives and analysts. It separately summarizes prepared remarks and Q&A sessions, making it easy to see what was scripted versus what emerged in discussion.
+
Can it compare guidance to consensus estimates?
If you provide consensus data in your Knowledge Hub or as a reference document, the agent can flag where management guidance differs from Street expectations, helping you quickly identify potential estimate revisions.
+
What is the output format?
The agent delivers a structured summary with extracted guidance metrics, key commentary themes, and risk factors, typically in JSON or Excel format. This can be customized to match your research workflow and model inputs.
+
Next steps
Still reading every earnings transcript manually?
Send us transcripts from your coverage universe, and we'll show you how our AI agent can deliver guidance summaries in minutes instead of hours.













