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Data & insights

Automated customer feedback analysis and reporting

An automated feedback processing tool that analyzes daily Net Promoter Scores and distributes actionable alerts across internal teams.

Built for customer service, web development, and operations teams at an industrial equipment business who need immediate visibility into customer satisfaction.

Unlike manual compilation and sporadic email updates, this tool ingests scores automatically each morning, categorizes feedback, and highlights critical issues before the business day begins.

The problem

Customer feedback and satisfaction scores were previously logged and distributed manually, resulting in reporting delays of several days. Teams lacked immediate insight into emerging website usability issues and negative customer sentiment. Without a centralized tracking view, historical trends were difficult for cross-departmental staff to monitor and evaluate.

The solution

An automated pipeline was established to pull previous-day feedback daily at dawn and analyze responses for positive and negative trends. The pipeline feeds a consolidated dashboard and triggers scheduled morning email summaries to relevant departments. The system flags urgent user-experience issues so technical and customer support teams can respond promptly.

The goal

Automatically process daily satisfaction scores, update an internal dashboard with feedback insights, and send morning alerts to relevant teams.

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