How explanations are produced

Pipeline jobs ingest public or licensed data, draft structured summaries, and write them to the admin review queue as drafts.

Admins review the raw source, edit the plain-language draft, set source and confidence, then explicitly publish or reject. Web pages read only published rows.

Proof tables show historical observations after publication. They are not predictions, performance promises, or investment advice.