Considering the regulatory challenges in the taxi industry, we propose an innovative Smart Taxi Solution, focusing on network integration and dual-use of vehicles. This solution seamlessly integrates safety, service, operations, and regulatory requirements, enhancing enterprise efficiency and improving public travel experiences through video monitoring, operational analysis, decision-making, and scheduling.