From claim attachments to structured fields

Motor claims generate a steady flow of PDFs and scans: repair quotes, invoices, expert letters. Operations teams rarely lack documents—they lack trustworthy structured data at the moment of decision.

Start with a narrow document set and clear success metrics (time saved, correction rate, queue length). Route low-confidence extractions to a HITL queue so sensitive amounts and references stay under your governance.

Ninon is built for that path: presigned uploads, async jobs, validation with audit trail, then webhooks or API toward your core or ECM—without pretending to replace your claims system on day one.