AI security tools and hype: Report breaks down key considerations

This report synthesizes Latio’s view of the AI security market, defining four domains—end-user data control, AI posture management, runtime application protection, and AI for security operations—and advising organizations to map risks and tools to each domain rather than treating AI security as a single category. It discusses leveraging existing controls versus adopting AI-native platforms, emphasizes risk assessment and threat modeling, and includes expert perspectives on the urgency of addressing AI-specific risks such as prompt injection, data leakage, and misconfiguration while integrating with current security operations.