Explainability
The degree to which the internal mechanics of an AI or machine learning system can be explained in human terms. Explainability is a key requirement of the EU AI Act for high-risk AI systems.
AI & TechnologyRelated Frameworks
Frequently Asked Questions
What is Explainability?
The degree to which the internal mechanics of an AI or machine learning system can be explained in human terms. Explainability is a key requirement of the EU AI Act for high-risk AI systems.
Why is Explainability important for compliance?
Explainability is a key concept in AI & Technology. Understanding explainability helps organizations meet regulatory requirements, reduce risk, and demonstrate due diligence during audits. Our compliance platform covers this concept across 718 frameworks with 330,000+ verified control mappings.
Where can I learn more about Explainability?
Explore our compliance framework pages to see how explainability applies across different standards and regulations. Our implementation guides provide step-by-step guidance, and the compliance platform offers AI-powered analysis of how this concept maps across 718 frameworks.
See how Explainability applies across compliance frameworks
Our AI-powered platform maps 718 frameworks with 330,000+ verified control connections. Explore how this concept is addressed across standards.