Introduction

‍

AI is only as effective as the data and processes beneath it — structured test cases, consistent execution history, and clear defect signals.

This checklist helps QA and engineering teams evaluate their current test case management practices, identify gaps in Jira-based workflows, and assess whether their testing process is ready to support AI-driven capabilities. Use it to identify gaps, improve process maturity, and define what your next test management platform should deliver.