Many photo-to-3D tools aim first to look convincing. GreenDot starts with the opposite priority: preserve the geometry. Edges should remain edges. Cylinders should stay cylindrical. Symmetry should not drift. When an engineer measures the flange in AR, or when a curator inspects a carved motif in VR, the model has to behave as the real object would.