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No.1 Accuracy (79.3%): GPU Cognitive Database vs Frontier LLMs | OfficeQA Pro

2026-09-07 Published

transwarp

Description

Transwarp's GPU-Native Cognitive Database redefines enterprise AI by achieving No.1 accuracy (79.3%) on the OfficeQA Pro benchmark, leading the industry in complex document comprehension and reasoning.

By leveraging full GPU acceleration for the entire AI inference pipeline, from document parsing and data retrieval to final result generation, Cognitive Database enables:

1、End-to-End GPU Acceleration for AI agents: 10x faster parsing, 20x faster retrieval and 6x faster end-to-end AI reasoning per query;

2、Precision Parsing: Accurately locating table cells across complex PDF layouts;

3、Intelligent Reasoning: Verifying revisions across time series and cross-checking the same metrics across different document versions;

4、Unmatched Accuracy: Outperforming leading frontier LLMs on 246 hard enterprise reasoning questions.

In this live demo, Transwarp Cognitive Database autonomously answers a complex financial query with verifiable, calculated results—no hallucinations, just precision.

Cognitive Database