The city network suffered from inefficient route planning, undetected fare evasion, and excess fleet deployment. We deployed integrated analytics, real-time dispatching, and onboard equipment. Inspector routes were optimized using live payment-to-passenger ratios. Vehicle classes and service intervals were redesigned based on actual origin–destination demand