AI vulnerabilities don’t just impact models, they create serious data privacy and regulatory risks. From prompt injection and exposed APIs to third-party AI dependencies and missing audit evidence, unmanaged AI risks can quickly translate into compliance failures and reportable incidents. Securing AI requires continuous testing, governance, and regulatory-aligned assurance not point-in-time reviews.