Quire is an autonomous AI agent that reads entire document collections, maps entities and relationships, and generates research intelligence. It works while you sleep.
Upload Your First Collection →Universities, museums, and libraries hold millions of documents that no researcher has time to read. Manuscripts, letters, organizational records, archival materials. Each one a thread in a larger story nobody has pieced together.
Ingest entire document collections. PDFs, manuscripts, structured data, archival materials. Quire reads and understands them all, building a complete picture no human could assemble alone.
Entities, dates, locations, relationships. Quire extracts structured knowledge from unstructured text and maps the web of connections across your entire collection.
Don't just search. Understand. Quire produces research briefs, pattern analyses, and entity reports that turn raw archives into actionable knowledge.
The next generation of research won't be faster humans reading more documents. It will be AI that reads every document, so humans can focus on what the documents mean.The Quire thesis