# Dynamic Pricing v38: ML-Powered Surges Unlock +32% Revenue\n\n**Deployed for Airport Shuttle of Phoenix (Sky Harbor #f59e0b, fleet 28) & Texas Shuttle (DFW/Love #dc2626, fleet 42)**\n\n## Key Upgrades\n- **11 Surge Tiers**: 1.0x to 3.5x based on demand_fc, fleet_util, fuel, anomalies.\n- **Stepwise ML Model**: price ~ bookings + hour + dist + fuel + co + surges + util + anoms + fc + pred (R²=0.87).\n- **SQL Triggers**: Real-time pricing sync on reservations insert/update.\n- **Auto-Rollout**: A/B 20% holdout, weekly retrain.\n\n**Projections**: co1 $428k (+$104k), co2 $161k (+$39k) Q2.\n\n[Full Plan](internal-link) | Data: 2818 res, $447k baseline rev Feb-Apr.\n\n#transport #pricing #ml #revenuegrowth