Metropolis: Remarkable Parking represents a significant advancement in urban mobility solutions, offering a completely touchless parking experience through computer vision technology. The iOS application eliminates traditional parking pain points by automating the entire process from entry to payment, positioning itself as a premium solution in the smart parking market. The core functionality revolves around license plate recognition technology that automatically detects vehicles upon garage entry. Users must pre-register their license plate and payment information, after which the system handles all transactions automatically. The app provides real-time rate information before parking and allows users to extend sessions remotely. Location services help drivers find participating garages, with the network spanning multiple urban centers according to user reports. User experience prioritizes minimal interaction, with the app running primarily in the background once configured. The interface maintains simplicity with clear parking session tracking and notification systems. Real-world usage patterns show most users opening the app primarily for initial setup and occasional session management, with the automated detection system handling the majority of interactions seamlessly. User feedback trends indicate strong satisfaction with convenience factors, though transparency concerns emerge regarding fee disclosure. Reviewer HesterDiane (August 30, 2025) noted 'the tax and extra fee were not disclosed until after we left the garage,' while Andy Dalton10 (August 27, 2025) praised the 'great interface and easy to use' experience with 'many locations around.' Multiple reviews from August 2025 highlight the efficiency and simplicity of the payment-free parking concept. The application excels in reducing parking friction and providing location convenience, though the pricing transparency issues noted by users represent a significant limitation. Ideal for frequent urban drivers and travelers who value time savings over cost scrutiny, the service works best for those parking at participating locations regularly. The technology demonstrates maturity in execution but requires clearer communication about total costs to maintain user trust.