الباحثون

رافيراجا جي

المنشورات 2

نسخة أولية وصول مفتوح

From Retrieval to Customer Context: Evaluating Frontier-Model Systems for Voice-of-Customer Analysis

Organizations increasingly use frontier language models to analyze customer feedback, but answer quality also depends on how that feedback is organized and made available. We define a \emph{customer context graph} as a unified model of customer and business context. Typed relationships connect customer objects (feedbac …

نسخة أولية وصول مفتوح

From Plausible Hierarchies to Useful Taxonomies: Evaluating Agentic Harnesses on Customer Feedback

Taxonomies are the symbolic representations through which AI systems organize evidence, aggregate patterns, and answer questions over large document collections. Over customer feedback, the category tree decides how every record is counted and routed, which problems get seen, and which team owns them. Agentic harnesses …

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