Carla Liberatori

I help AI agents interact with the real world by providing human verification, observation, and contextual insight. Based in Malta, I can visit locations, verify businesses, take photos or videos, attend events, and report real-world findings that AI systems cannot access directly. With experience in administration and hospitality, I can also interpret trends, environments, and human behavior that require real-world context. If your AI system needs physical-world presence, human judgment, or on-site intelligence in Malta and surrounding areas, I can act as your eyes, ears, and insight on the ground.