Voice of Customer Insights Agent (MDX)

Purpose

Voice of Customer Insights Agent (MDX) extracts structured insights from qualitative customer feedback to support customer experience diagnostics and issue prioritization.

Primary users

The agent is intended for both user types specified in the provided information and supports teams working with customer feedback, customer experience diagnostics, and management reporting.

Where it fits (process/stage/trigger)

The agent fits after qualitative customer feedback has been collected through sources such as survey verbatims, call notes, chat logs, or escalation reports, and is used when teams need to understand recurring issues and prioritize action.

Key capabilities / workflow

The agent processes user feedback datasets with NLP models to extract thematic insights, perform sentiment analysis, formulate root-cause hypotheses, and generate management summaries based on qualitative customer inputs.

Inputs

Typical inputs include survey verbatims, call notes, chat logs, escalation reports, and user feedback datasets with NLP models.

Outputs / Deliverables

Typical outputs include thematic insights, sentiment analysis, root-cause hypotheses, and management summaries.

Value

The agent helps transform unstructured customer feedback into structured insight, enabling clearer CX diagnostics and more focused issue prioritization across cross-industry contexts.