The Vision SDK has successfully processed over 1 billion images, updating more than 15 million traffic signs in the United States, covering nearly all road signs in the 30 largest metropolitan areas and averaging over two signs per mile of navigable road. By integrating this data into maps and updating them every 24 hours, it enhances the accuracy of real-time navigation, identifying changes in road conditions and new routes. Utilizing advanced computer vision, Vision captures extensive data, including lane markings and traffic signals, through two distinct ML models optimized for different hardware, improving map detail and coverage. Mapbox's data pipeline processes over 300 million miles of anonymized driving data daily, providing detailed maps and traffic updates globally, while the Corrections Layer integrates various data sources to offer a comprehensive world view. The Enhanced Location Engine, part of the Navigation SDK, improves navigation accuracy and safety, and is available to developers with flexible billing options, allowing for detailed navigation and reduced reroutes through a user-friendly pricing model.