Compliance

Regulatory & Compliance in AI

• EU AI Act — Data Governance via Automated Scanning: How to meet EU AI Act requirements through automated dataset scanning.
• GDPR & The Right to be Forgotten: Managing personal data in AI pipelines to comply with GDPR deletion requests.
• License Compliance in Machine Learning: Ensuring all ML models and libraries are used according to licensing rules.
• DORA Compliance for Financial RAG Systems: How banks and financial institutions can deploy LLMs while maintaining the continuous threat monitoring and supply chain security mandated by the Digital Operational Resilience Act.
• HIPAA & GDPR Enforcement via Zero-Shot PII Redaction: Architectural strategies for preventing Protected Health Information (PHI) leakage in healthcare AI using GLiNER and hybrid ML scanning.
• Cyber Resilience Act (CRA) — AI & Software Compliance: How to ensure AI systems and software products meet EU Cyber Resilience Act requirements, including secure-by-design development, vulnerability management, and lifecycle security obligations.

Risk Management & Transparency

• NIST AI Risk Management Framework: Applying NIST guidelines to assess, mitigate, and monitor AI risks.
• Why You Need a Software Bill of Materials (SBOM) for AI: Tracking all components and dependencies in AI systems for security and compliance.