All vendors, data providers, and algorithmic partners must demonstrate a Global Coherence Index (GCI) ≥ 0.85 and Δfair ≤ 1×10⁻⁷ across all decision-impacting systems. Independent audit records shall be available for inspection. Failure to maintain these standards may result in contract termination, suspension of data privileges, or financial penalties as defined by the contracting entity.