Oliver is a database designed for frontier AI systems that batch hundreds of queries into single passes over data, achieving massive speedups on GPUs. Running 500 detection rules or screening 1.92 billion data points, the GPU version operates up to 2,529 times faster than single-query CPU execution by keeping data in GPU memory and processing multiple questions simultaneously.