4Paradigm is a publicly traded (HKEX: 6682) enterprise AI unicorn with confirmed multi-billion HKD market cap and ~$600M+ annual revenue, significantly exceeding the 'Large Scale' calibration baseline. While the submission form contains low-effort data entry (e.g., 'ShadowForge' alias, ambiguous '2.5M' figure, hyperbolic traction claims), the entity itself is a market leader in China's decision-AI sector with verifiable Fortune 500 adoption. The score reflects the massive real-world scale and utility of the underlying business, adjusted downward slightly for the poor quality of the specific submission inputs.
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