How Lucy Built a Source-of-Truth Retrieval Layer for 2.8M+ SEC and DART Filings with Qdrant

Lucy builds data infrastructure for financial AI. The company turns large-scale regulatory filings from the U.S. Securities and Exchange Commission (SEC) EDGAR system and Korea’s DART disclosure system into structured data that AI systems can search, retrieve, and reason over.