The quality engineering practices we built were designed for a world of human-controlled change. That world no longer exists.

As AI accelerates delivery and systems grow more complex, organisations are finding that speed alone is not the real challenge. Understanding impact, releasing with confidence, connecting information, and adapting continuously have become the harder engineering problems.

This session explores four critical engineering capabilities: Velocity, Trust, Clarity and Adaptability. Through real engineering examples, it examines where traditional quality practices are beginning to fail under modern delivery pressures and what engineering organisations need to rethink to keep pace.

A strategic and practitioner perspective on the forces reshaping Quality Engineering and what modern engineering requires to operate with confidence.