COMPEL Glossary / regulatory-compliance
Regulatory Compliance
Regulatory compliance for AI encompasses the organizational processes and practices that ensure AI systems meet the requirements of applicable laws, regulations, and industry standards across all relevant jurisdictions.
What this means in practice
The AI regulatory landscape includes the EU AI Act (comprehensive risk-based classification), NIST AI RMF (voluntary risk management guidance), sector-specific regulations (financial services model risk management, healthcare FDA guidance), data protection laws (GDPR, CCPA, LGPD), and emerging national AI legislation across dozens of countries. Compliance is not a one-time achievement but an ongoing operational discipline because regulations evolve continuously. In the COMPEL maturity model, Regulatory Compliance is Domain 16 in the Governance pillar, assessed from Level 1 (no awareness of AI-specific regulations) through Level 5 (proactive regulatory engagement and industry-shaping influence).
Why it matters
The AI regulatory landscape spans the EU AI Act, NIST AI RMF, sector-specific rules, and emerging national legislation across dozens of countries, creating a complex compliance challenge that evolves continuously. Non-compliance exposes organizations to penalties, operational disruptions, and reputational damage. Building compliance as an ongoing operational discipline rather than a one-time achievement protects the organization's ability to operate and innovate with AI.
How COMPEL uses it
Regulatory Compliance is Domain 16 in COMPEL's Governance pillar, assessed on a five-level maturity scale from no awareness through proactive regulatory influence. During Calibrate, the current compliance posture is baselined. The Model stage designs compliance frameworks covering applicable regulations, and the Evaluate stage verifies ongoing adherence. The Learn stage monitors regulatory evolution to prepare for upcoming requirements.
Related Terms
Other glossary terms mentioned in this entry's definition and context.