Liliane Scarpari is a Sr. Technical Specialist with deep expertise in cybersecurity for critical infrastructure. She focuses on the intersection of AI, industrial systems, and threat resilience. With a background in cyber security and a passion for secure innovation, Liliane helps organizations navigate the evolving risks of digital transformation. She recently presented at the https://smartgridobserver.com/ICS-Cybersecurity/agenda.htm, where she shared insights on the role of agentic AI as a new “untrusted component” in ICS environments.