GPU-native data orchestration platform for physical and spatial AI. Spatial AI isn't compute-bound — it's data-bound. Massive volumetric datasets create a data gravity problem: I/O bottlenecks starve GPUs and stall training despite huge compute investment. Zibra removes that bottleneck — over 97% in size reduction, 600+ GB/s decompression, delivered in the compressed unified format directly into GPU. 40% better GPU utilization. 30% faster model convergence. This is the missing data layer.