Assess performance, resilience, security, accessibility and usability against agreed requirements. Identify the conditions under which the application slows down, fails or becomes difficult to use, and give the team evidence to prioritise improvements.
AI-enabled workloads
Consider response time, capacity, rate limits, dependency failures and consumption costs. Check what users see when an AI service is unavailable and whether the application can recover without losing or repeating work.

