Upstage AI

What Upstage is

Upstage works on the document problem rather than the chat problem. Its products include document parsing that turns PDFs, scans and emails into clean machine-readable text, structured extraction from invoices, claims and contracts, and the Solar family of language models, with an emphasis on insurance, finance and healthcare and on deployment flexibility.

What you can do with it

• Parse scanned documents for downstream pipelines
• Pull structured key-value data from forms
• Run document question answering over archives
• Use Solar models for grounded responses
• Deploy in the environment your compliance team requires

Who it is for

• Insurance, finance and healthcare teams
• Enterprises with heavy document workloads
• Teams needing controlled deployment

What to watch out for

• Accuracy figures quoted by the vendor, including OCR rates, come from their own tests; measure on your documents
• Document work in regulated sectors means errors have downstream consequences, so keep human review for anything binding
• Extracted data is often personal or confidential, which governs where it may be processed
• Flexible deployment still needs your own security and access control work