Launch HN: Parsewise (YC P25) – Reason Across Documents with an API

Hacker News · 1 month ago · 38

Parsewise, a Y Combinator company, launched an API that extracts and transforms unstructured data from multiple documents into schema-compliant structured output while maintaining full lineage tracing. The system uses Gemini models for visual reasoning, vLLMs for parsing, and smaller models for search, achieving state-of-the-art performance on the Databricks OfficeQA benchmark. The platform enables technical teams to validate extracted data quickly with business experts, solving limitations of direct LLM approaches like token limits, latency, and cost.