Cleanroom-enabled intelligence infrastructure for hotels that resolves identity inside hotel-controlled environments and tokenizes PII at the boundary. Translates guest behavior into privacy-safe, predictive traits, preferences, propensities, and intent, returning actionable personalization signals into existing hotel systems with no new UI or workflows.