BI presentation mart for payer index cards and payer profile headers. Grain: one row per canonical_payer_id in the matched-payer contracting explorer. Distinct-count aggregates of that mart; only matched payers appear by construction.
above_cash_context_count / cash_available_context_count (0-1), over methodology-compatible contexts only. A signal to investigate, not proof of overpayment.