Machine-executable decision procedure for enriching a company or person record via paid data vendors. Returns a verdict

Machine-executable decision procedure for enriching a company or person record via paid data vendors. Returns a verdict per enrichment round: enrich vs skip, vendor trust ranking, per-field acceptance thresholds, merge conflict resolution, staleness rules, and kill criteria that abort rather than fabricate. Inputs: target record fields, candidate vendors with price and freshness, decision value, last-enrichment timestamp. Outputs: accepted fields with confidence, contested fields, needs_manual