Ensuring Visibility into Your AI Ecosystem

As enterprises adopt Generative AI and LLMs, the overlap between AI visibility and cybersecurity visibility is clear: the data fueling AI can also create risk. Sensitive information like PII, PCI, PHI, or IP may be exposed through model training and outputs. Relying on reactive controls is not enough—security must begin with the data itself. This session explores how organizations can achieve visibility across AI pipelines by classifying sensitive information and applying privacy-preserving transformations. Attendees will learn how aligning AI and cybersecurity visibility enables innovation without compromising compliance, resilience, or trust.