CX Measurement / Analytics

Designing Feedback Loops for Service Excellence

Closing the experience gap by integrating TCPA-compliant sentiment collection into automated customer touchpoints.

Role

Experience Strategy Lead

Metric

Sentiment Analysis

Outcome

Actionable CX Data

The Challenge

Measuring customer satisfaction in automated voice channels is notoriously difficult. Legacy systems often lack the flexibility to offer surveys without disrupting the user flow, and strict TCPA regulations create significant compliance hurdles for outbound or callback-based feedback.

The business needed more than just a "star rating"—they needed actionable sentiment to understand *why* callers were dropping out of the self-service funnel.

The Strategic Solution

I designed an end-to-end feedback ecosystem that balanced regulatory requirements with UX best practices. This included a dynamically triggered survey offer based on intent completion and a backend integration with a real-time dashboard for business stakeholders.

Collaborative Research

Partnered with Member Insights teams to ensure survey questions provided the exact data points needed for operational improvements.

Continuous Optimization

Used the resulting dashboard data to identify friction points in other flows, creating a self-sustaining loop of experience refinement.

Strategic Result

"Shifted the organization from guessing customer frustration to responding to it with data-backed experience redesigns."