AI Compliance
AI compliance is the practice of meeting the regulatory, contractual, and internal-policy obligations that govern how AI systems are developed, deployed, and operated across an enterprise.
What AI Compliance Covers
AI compliance spans several distinct regulatory streams that have emerged over the past few years and continue to expand.
- Horizontal AI regulation: The EU AI Act, Colorado AI Act (SB 205), and equivalent laws that regulate AI use across sectors.
- Sectoral AI rules: Financial services (SR 11-7 model risk), healthcare (FDA AI/ML guidance), employment (NYC Local Law 144), and others.
- Voluntary frameworks: NIST AI RMF, ISO/IEC 42001, and industry codes of practice that customers and insurers increasingly reference.
See EU AI Act compliance explained for CISOs and GRC leaders for a deep look at the highest-profile of these.
Why AI Compliance Is Structurally Different
Traditional compliance work operates on stable, well-defined regulations with clear control mappings. AI compliance does not. Regulations are recent, still being interpreted, and evolving through implementing acts and enforcement guidance. Organizations cannot wait for full clarity, because deadlines have already begun landing.
EU AI Act compliance starts with operationalizing AI governance, meaning the compliance work sits on top of a functioning governance program rather than replacing it.
How AI Compliance Programs Are Built
Effective programs start with an AI asset inventory, classify each system against applicable regulations, apply the required controls, and produce assurance evidence. Kovrr's AI Compliance Readiness capability automates much of this work, including EU AI Act automated compliance mapping.
How Kovrr Approaches AI Compliance
Kovrr's AI Security and Governance Platform maps every discovered AI system against applicable regulatory frameworks automatically, generates the documentation required for audits, and monitors for compliance drift as regulations and AI systems both change.
Related Terms
Full AI Visibility. Full Control. One Connected Platform.
Enterprise AI is expanding faster than most governance programs can track. Kovrr connects every AI signal across browser, endpoint, network, identity, and vendor systems into a single platform so security, governance, and risk teams work from the same evidence.
