AI-enhanced transaction monitoring (deferred until clean data and calibrated baseline are in place) - Real-time compliance dashboard (deferred until all data feeds are integrated and reliable) - Predictive risk analytics for KYC refresh prioritisation (deferred until client data quality programme is