Epiq's CorporateBench joins Fireworks' SII to test AI on rebuilding corporate knowledge

sophiamyang · x · 2026-10-30

• Epiq AI Labs is contributing CorporateBench to Fireworks AI's Specialized Intelligence Index, targeting knowledge-intensive legal work.
• The benchmark spans 4 synthetic companies with 353 to 230,000+ records, using temporal knowledge bases with verifiable ground truth to test whether models can recover facts, connect evidence across documents, and track evolving relationships.
• The thesis: enterprise AI should be measured on constructing and reasoning over organizational knowledge at scale, not isolated retrieval and QA.

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