Graceful Degradation
The ability of an AI system to maintain partial functionality and safe operation even when components fail or inputs fall outside normal operating parameters.
In plain language
When AI encounters problems, it gets worse slowly rather than crashing completely. Like a phone that works slower with a weak signal instead of just cutting out entirely.
Why this matters
Graceful degradation supports operational continuity and is a governance expectation for business-critical AI systems. Your framework should define how AI systems should behave under degraded conditions to maintain safety, service quality and compliance obligations.
Relevance
GovernanceGraceful degradation is a safety design requirement that prevents catastrophic failures and supports operational resilience in mission-critical systems.
Related terms
Putting graceful degradation into practice in your organisation?
Ready to transform your AI strategy?
Partner with Australia's AI strategy and governance specialists. From adoption roadmaps to ISO 42001 audit readiness.