Astronomers and space agencies struggle to access and analyze massive datasets from space telescopes in real-time

Space telescope missions like the Nancy Grace Roman generate petabytes of imaging and spectroscopic data that scientists need to process, catalog, and analyze quickly to make discoveries and publish findings. Current data processing pipelines are bottlenecked by limited computational resources, complex data formats, and the time lag between data collection and usable analysis, causing researchers to lose competitive advantage and delay scientific breakthroughs.