SQream's hybrid analytics platform can reduce cloud infrastructure costs by 40-50%, leading to significant savings as data volumes grow, potentially reaching millions of dollars. This cost efficiency is achieved through GPU-accelerated query processing, which requires much less hardware and bandwidth compared to traditional data warehouse solutions. SQream's ability to compress large datasets (up to 80%) and decouple compute from storage enables lower resource usage and faster analytics workflows, including ETL/ELT and data preparation. These efficiency gains directly translate into much lower cloud expenditure without sacrificing analytical speed or scale.

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