AI in Testing: What Works and What Doesn't

This whitepaper is a practical, market-facing guide that explains how AI is reshaping software testing—what works, what doesn’t, and how to avoid common pitfalls. It breaks down the real benefits and risks of AI-driven testing, then compares leading platforms like GitLab Duo and ACCELQ to help teams choose the right approach. It also outlines how ACCELQ’s AI capabilities and upcoming Autopilot features support sustainable, no‑code, autonomous test automation.