1. Key Technologies ParkGuide® is an integrated smart parking management system that combines multiple advanced technologies, including AI-based License Plate Recognition (LPR), eTag identification, video analytics, and ultrasonic sensors. It enables accurate real-time vehicle detection and space occupancy monitoring. The system supports dynamic parking guidance displays, seamless entry/exit (including barrier-free operation), and multiple payment options such as mobile payments and credit cards. Additionally, it is connected to a cloud-based platform with big data analytics for usage insights, parking optimization, and operational decision-making. 2. Suitable Application Scenarios The system is designed for a wide range of environments with high traffic flow or complex management needs, such as: Shopping malls and commercial buildings Office complexes and corporate headquarters Hospitals and transportation hubs (airports, train stations) Industrial parks and campuses Residential communities and smart buildings On-street parking and EV charging areas It is highly scalable and adaptable, making it suitable for both single-site and multi-location deployments. 3. Problems It Solves Difficulty finding parking spaces: Real-time vacancy detection and guidance significantly reduce search time. Unauthorized or incorrect parking: Differentiation of reserved or special spaces (e.g., EV, accessible parking) helps prevent misuse. Locating parked vehicles: Vehicle search functions allow users to quickly find their cars via license plate input. High labor and management costs: Automation of entry, exit, payment, and monitoring reduces reliance on manpower. Low operational efficiency: Data analytics improve space utilization and increase turnover rates. Traffic congestion and emissions: Reduced circulation time lowers congestion and contributes to environmental sustainability. Summary ParkGuide® leverages AI recognition, real-time data, and automation to enhance parking efficiency, improve user experience, and optimize operational performance, while supporting smart city and sustainable development goals.