COMPEL Glossary / resilience
Resilience
Resilience is the multidimensional capability of an AI system, transformation program, or organization to anticipate, withstand, respond to, recover from, and adapt to adverse events, disruptions, and changing conditions.
What this means in practice
Technical resilience encompasses fault tolerance, redundancy, and graceful degradation. Organizational resilience includes leadership continuity, change capacity management, and crisis response capability. Strategic resilience involves the ability to adapt transformation direction in response to market shifts, regulatory changes, and competitive developments. For organizations, building resilience into AI systems and transformation programs is essential because failures and disruptions are inevitable in complex, long-running initiatives. In COMPEL, resilience is addressed across multiple modules including Module 2.4, Article 12 on operational resilience, Module 3.1, Article 9 on strategic resilience, and Module 3.3 on technology architecture resilience.
Why it matters
Building resilience into AI systems and transformation programs is essential because failures and disruptions are inevitable in complex, long-running initiatives. Resilience spans technical, organizational, and strategic dimensions, ensuring that systems recover from failures, teams adapt to leadership changes, and strategies adjust to market shifts. Organizations without resilience planning suffer compounding disruptions that can derail multi-year transformation investments.
How COMPEL uses it
COMPEL addresses resilience across multiple modules: Module 2.4, Article 12 on operational resilience during Produce, Module 3.1, Article 9 on strategic resilience, and Module 3.3 on technology architecture resilience within the Technology pillar. During Calibrate, resilience baselines are established. The Evaluate stage tests resilience through scenario exercises, and the Learn stage integrates lessons from disruptions into improved resilience posture.
Related articles in the Body of Knowledge
Related Terms
Other glossary terms mentioned in this entry's definition and context.