Workflow

From 200 Support Tickets to a Finished PRD in 10 Minutes: Our AI Workflow

A step-by-step workflow for turning messy support tickets and feedback into a reviewable PRD with AI, including the tradeoffs, review steps, and validation checks.

Audience

PMs, founders, and product teams evaluating AI-assisted product workflows.

Published

2026-02-18

Author

ProductOS Team

Article overview

This workflow exists because the same product-team problem shows up over and over again. A PM friend texted me: "Just spent my entire morning reading through Zendesk tickets. Still don't know what to build. Send help." I asked how many tickets. She said 200+. I told her to send me the CSV export. A short while later, I sent back:

What this article covers

The Old Way: Manual Analysis Hell
The New Way: AI-Assisted Analysis
Problem Statement
Proposed Solution
User Stories