Platform.AI revolutionizes computer vision development with intuitive point-and-click tools that require no coding knowledge. The platform follows a scalable label-as-you-go strategy, allowing users to start with as few as ten labels per class. Domain experts can directly build models without needing data scientists or expensive resources. The system provides human-in-the-loop iterative development for better performance and explainable AI.