Claims data is packet-shaped
A claim can include FNOL forms, police reports, repair estimates, medical bills, adjuster notes, photos, invoices, receipts, correspondence, EOBs, and settlement documents.
Those documents are not a single table. They are a packet of facts, costs, dates, parties, coverage references, and evidence with different authority levels.
Why conflict matters in claims
A repair estimate may not match an invoice. A report may use a different date than a notice. A medical bill may need payer, patient, procedure, and allowed-amount extraction. A settlement document may override earlier assumptions.
Claims extraction should preserve disagreement and missing evidence. Flattening the packet into one confident answer can create operational and audit risk.
The path to claims
PolDex can extend into claims only with the same schema-by-schema proof gate used for commercial lines. Each claims schema needs public corpus, labels, evidence, benchmark scoring, and regression protection.
That discipline is what makes the roadmap credible. Claims can be huge, but only if the extraction behavior remains defensible.