THE REGULATORY EXPOSURE
Regulations such as HIPAA, GDPR, and the EU AI Act require real-time policy enforcement to prevent non-compliant AI interactions. Without this, organizations face fines, lawsuits, and reputational damage. For example:
- HIPAA: criminal penalties under 42 U.S.C. § 1320d-6 range from $50,000/1 year (knowing violation) to $250,000/10 years (offenses for personal gain or malicious harm). Civil penalties (2026 inflation-adjusted) range from $145 to $73,011 per violation, with annual category caps up to $2,190,294.
- GDPR: €20M or 4% of global annual turnover for non-compliant data processing.
- EU AI Act: up to €15M or 3% of global turnover for high-risk system non-compliance (Article 99(4)), and up to €35M or 7% for prohibited practices (Article 99(3)).
STRUCTURAL REQUIREMENTS
Real-time policy enforcement must include:
- Pre-Inference Evaluation: AI systems must evaluate inputs and policies before processing data.
- Block Non-Compliant Actions: Systems must prevent violations (e.g., unauthorized access, bias) at inference time.
- Immutable Logging: All enforcement actions must be logged and tamper-proof.
- Cross-Jurisdictional Alignment: Policies must comply with all applicable regulations (e.g., HIPAA for US healthcare, GDPR for EU data).
COMMON FAILURE MODES
Traditional compliance methods fail due to:
- Post-Hoc Enforcement: Manual reviews cannot prevent violations before they occur.
- Lack of Automation: Human-enforced policies are error-prone and slow, leaving gaps for non-compliant actions.
- Black-Box Systems: AI models that cannot explain or enforce policies in real time violate regulatory requirements.
- Fragmented Tools: Disparate solutions for policy management and enforcement create compliance gaps.
RTFCT MECHANISM
RTFCT’s Interceptor layer provides real-time policy enforcement through:
- Pre-Inference Evaluation: All inputs are evaluated against predefined policies before processing.
- Block Non-Compliant Actions: Non-compliant interactions (e.g., unauthorized access, bias) are blocked at the API level.
- Immutable Logging: All enforcement actions are logged in Forge for audit trails.
- Cross-Jurisdictional Policies: Interceptor enforces jurisdiction-specific rules (e.g., HIPAA for US, GDPR for EU).