Olivia is a governance and compliance specialist working at the regulatory-AI nexus, where ethical oversight meets real-world deployment. Currently leading IT governance for CIBC Bank USA’s $61B portfolio at TCS – aligning over 20 IT initiatives with OSFI and FDIC regulations – she is also an Osgoode Hall LLM candidate (Spring 2026). Her career spans breach response leadership, NIST 800-53 privacy impact assessments, and building PIPEDA/OSFI compliance frameworks from scratch. Certified in AI Ethics, penetration testing for LLMs, and ISO 9001 Lead Auditing, Olivia translates complex regulations into actionable strategies for executive audiences.
AI’s power demands governance — guardrails turn risk into resilience.