User Discovery Feedback Agent

End-to-end feedback analysis & Jira integration

R&DUser Discovery Feedback Agent
IndustrySaaS / Product
ImpactFeedback processing cut from 4 hours to 20 minutes. Every call auto-routed into Jira tickets.

Overview

Product team manually scheduling discovery calls, recording meetings, transcribing feedback, and creating Jira tickets.

The challenge

Process took 3-4 hours per call with inconsistent feedback classification and missed insights.

The approach

Automated workflow using Fireflies AI for transcription, GPT 5.2 for categorization (Issues, Features, Pain Points), and Zapier/Make for Jira ticket creation.

The results

  • Reduced processing time from 4 hours to ~20 mins
  • 100% automated transcription & categorization
  • 24-hour reporting cycle via Slack
  • Zero missed discovery calls
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