Saudi Arabia's Q4 2025 ADR fell 12% year-on-year despite record supply growth — exposing the structural limits of traditional revenue management under Vision 2030's demand volatility. Introducing the MARE pricing engine and a five-layer pricing intelligence architecture for sovereign-scale hospitality transformation.