Machine learning models need relevant examples to understand real-world situations. Physical AI annotation organizes images, videos, and sensor information, while Physical AI data providers help create useful datasets for model training. Macgence focuses on data preparation that supports practical AI applications. https://macgence.com/blog/physical-ai-data-providers-from-robotics-data-collection-to-physical-ai-annotation/