Compass improved accuracy by 14–16 points on financial RAG workload
On the High Finance benchmark—a Cohere-built investment-banking RAG workload—Compass improved accuracy by 14–16 points over Azure Search (64.8 → 81.1). That gap can distinguish between unsatisfactory and great end-user answers.
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The figure below is one instance of the accuracy gain over traditional or standalone search infrastructure on a representative financial-industry RAG workload: embed a query, retrieve presentation materials from an index, and score the top results. On High Finance, a Cohere-built investment-banking benchmark, Compass achieved a 14-16 point improvement on Azure Search (from 64.8 to 81.1). A gap of this size can be the difference between an unsatisfactory answer and a great one for the end user.