HighNon-compliance◐Demonstrated
Regulatory non-compliance
Governance, Accountability & ComplianceDescription
Deployment breaches AI/financial/privacy regulation (risk classification, transparency, data, conduct obligations).
Example scenario
A customer-facing GenAI use is deployed without the EU AI Act / RBI assessment it requires.
Real-world evidence◐Demonstrated
Mandatory AI governance frameworks (EU AI Act, NIST AI RMF, MAS FEAT) are now legally enforceable and audits consistently reveal governance gaps, but large-scale enforcement actions with fines specifically for absent AI governance structures are still in their first cycle and not yet a settled pattern of confirmed incidents.
Tested by FinProof
Regulatory misrepresentation
Benchmarked by FinProof Primary mitigations
- Reg-mapped control framework
- conformity assessment
- legal review
- jurisdiction gating
- ongoing compliance monitoring.
Detection signals
Compliance-gap tracking; obligation-coverage matrix; audit findings.
Mitigating controls
10 Non-agentic controls
ZYC-SYSG-001Non-Agentic
Drift Resilience
System Governance
ZYC-ACCT-001Non-Agentic
Human-in-the-Loop
Accountability & Oversight
ZYC-LEGAL-001Non-Agentic
AI Regulation Compliance
Legal Compliance
ZYC-AUDIT-001Non-Agentic
Extraction Failure Logging
Auditability
ZYC-LEGAL-004Non-Agentic
Reg Change
Legal Compliance
ZYC-LEGAL-006Non-Agentic
Inference Residency
Legal Compliance
ZYC-PRIV-013Non-Agentic
Log Retention
Privacy & Data Governance
ZYC-AUDIT-004Non-Agentic
Audit Access
Auditability
ZYC-LEGAL-002Non-Agentic
Cross-Border Transfers
Legal Compliance
ZYC-LEGAL-003Non-Agentic
Field Purpose Justification
Legal Compliance