As AI systems become integral to critical business processes, security and privacy can no longer be treated as afterthoughts. This session explores how organizations can build trustworthy AI solutions by incorporating security, privacy, governance, and risk management principles from the very beginning of the development lifecycle. Attendees will gain insights into common AI security challenges, privacy-preserving techniques, regulatory considerations, and practical strategies for building resilient AI systems that can be safely deployed at scale.