Resolving the Missing Financial Data Crisis: A Generative AI Pipeline for SEC 10-K Extraction

Prisha Nair, Roee Shraga

SEC 10-K filings contain substantial financial information that is not consistently captured in structured datasets, creating a missing-data problem affecting over 70% of firms and…