The growing accumulation of space junk poses significant risks to operational assets, making collision avoidance a critical challenge involving trillions of data points and complex interdependencies. The Ocient Hyperscale Data Warehouse™ addresses this issue with high-speed data ingestion, real-time analytics, advanced geospatial capabilities, and machine learning to enable efficient tracking and mitigation of space junk.