Startups Directory

Voltron Data builds Theseus, a GPU-accelerated query engine that enables petabyte-scale data analytics directly on data lakes, lakehouses, and warehouses using Apache Arrow standards. The platform allows organizations to query massive datasets 10-100x faster while reducing infrastructure costs dramatically—one retailer cut server count from 1,400 CPU machines to 14 GPU servers. Unlike traditional CPU-based analytics platforms, Voltron's approach is designed to complement existing systems like Spark and DuckDB, letting users scale without vendor lock-in.