Analyze 100+ filings per day
AI agent for Short Sellers
Find what the market missed in the footnotes
Delegate forensic accounting analysis to a specialized AI agent. It reads 10-K filings, identifies accounting irregularities, flags aggressive revenue recognition practices, and surfaces disclosure inconsistencies that signal overvaluation, giving you an edge in identifying short opportunities.

Ideal for
Short Sellers
Forensic Analysts
Event-Driven Funds
Time comparison
Traditional way
4-8 hours per filing
With V7 Go agents
10-15 minutes
Average time saved
95%
Why V7 Go
Analyzes regulatory filings for hidden risks
To surface accounting irregularities the market missed.



Import your files
Snowflake
,
Tableau
,
Google Sheets
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 forensic accounting expertise.
Finance
•
Legal
•
Insurance
•
Tax
•
Real Estate
Answers
What you need to know about our
AI agent for Short Sellers
How does the agent identify accounting irregularities?
The agent uses multi-step analysis workflows that combine pattern recognition, ratio analysis, and disclosure comparison. It flags deviations from industry norms, identifies unusual accounting policy changes, and surfaces footnote disclosures that contradict management narratives in the MD&A section.
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Can it analyze filings from any industry?
Yes. The agent is designed to work across industries, adapting its analysis to sector-specific accounting practices. It understands industry-specific revenue recognition standards, from software subscription models to construction percentage-of-completion accounting.
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How does it handle complex financial instruments?
The agent analyzes derivative disclosures, convertible debt structures, and off-balance-sheet arrangements by parsing footnote tables and cross-referencing them with balance sheet and income statement impacts. It flags unusual hedging activities and complex structured transactions.
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Does it provide investment recommendations?
No. The agent provides forensic analysis and identifies potential accounting red flags. Investment decisions remain with your team. The agent surfaces information that may warrant deeper investigation, not buy or sell recommendations.
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How quickly can it analyze a 10-K filing?
The agent can complete a comprehensive forensic analysis of a typical 10-K filing in 10-15 minutes, compared to the 4-8 hours required for manual review. This allows analysts to screen significantly more companies for potential short opportunities.
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Can it track changes across multiple filing periods?
Yes. The agent can analyze multi-year filing history to identify trends, track accounting policy changes over time, and flag companies with patterns of aggressive accounting that may indicate systematic earnings management.
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Next steps
Tired of missing short opportunities buried in footnotes?
Send us a few 10-K filings from companies on your watchlist. We'll show you what accounting red flags our agent surfaces in minutes.













