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case study

Cohere matches or outperforms its competitors across agentic enterprise tasks via Invisible evaluations.

Cohere needed to evaluate Command A to see if it delivers the right outcomes in specialized, real-world scenarios. Invisible sourced PhD level experts across a range of specialisms, including STEM, Math, SQL, and subject matter experts in HR, retail and aviation, for blind annotation.

Cohere expanded into 10 languages with Invisible's expert annotators fine-tuning in rare programming languages to tackle specialized use cases resulting in transformative improvements in model performance.

51.7%
Average win rate
91.5%
IFEval academic benchmark
“The deep partnership with Invisible stood out—they felt like part of our team and consistently went beyond what we asked for.”
Wojciech Galuba
Wojciech Galuba
Director of Data & Evaluations

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