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Parsewise (YC P25) launches API for structuring unstructured data across documents

Parsewise, a YC startup, launches an API that uses AI to structure unstructured data (PDFs, transcription files, email correspondence) into schema-compliant output with full auditability history. The solution handles complex extraction tasks requiring reasoning across multiple documents, with result validation powered by humans.

WHY IT MATTERS

This addresses a real pain point in data engineering work – today's LLMs struggle to process large amounts of documents simultaneously, and the results are difficult to validate. The solution enables industrial use of AI in complex ETL processes, particularly in insurance, finance and legal sectors.

SOURCES

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