Mirae Lee

Document Parse transforms full documents into structured, AI-readable text for search and RAG use. Information Extract pinpoints specific fields (e.g., amounts, dates) and outputs them as precise JSON data.

Upstage’s AI Space eliminates hallucinations by grounding every output directly in the source document. When data isn’t found, it clearly states “not present,” delivering traceable, evidence-cited answers with domain-tuned models trusted by Fortune 500 firms for high-stakes, document-based accuracy.

Upstage enables flexible, schema-driven data extraction that adapts to changing ontologies—unlike rigid systems that fail when schemas or regulations shift.

Upload ACORD forms, loss runs, and policy docs as-is. Define a schema and get grounded, source-cited JSON in minutes—ready for underwriting and submissions.