College of Computing News

Computer Science Major Helps AI Decode Complex IPO Filings

Scheller College of Business
College of Computing
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Georgia Tech CS major Siddharth Lohani Linkedin Profile picture

What can artificial intelligence reveal about companies preparing to go public? A team of Georgia Tech researchers has developed IPO-Mine, an AI-powered toolkit designed to make lengthy, complex IPO filings easier to analyze.

The research includes contributions from computer science major Siddharth Lohani (CS ’26). The team's work examines how AI can analyze both the text and visuals in IPO filings—and where human judgment remains essential.

The work offers insight into why investors need to look beyond standardized language and pay closer attention to charts and infographics.

Read the full story to learn how IPO-Mine could change the way investors, researchers, and regulators analyze financial disclosures. Read the full story