Abstract: An artificial intelligence (AI)-enabled device including a sensor unit, an AI analysis unit, and an action execution unit, for detecting and monitoring objects and their activities within an operating field, is provided. The sensor unit captures multi-modal sensor data elements including sound, image, thermal, radio wave, and other environmental data associated with the objects along with timing data in the operating field. The AI analysis unit includes one or more AI analyzers that, in communication with an AI data library, receive and locally analyze each and an aggregate of the multi-modal sensor data elements. Based on the analysis, the AI analyzers distinguish between the objects detected and identified in the operating field, distinguish non-related sensor data, determine and monitor the activities of the identified objects, and generate and validate activity data from the activities. The action execution unit executes one or more actions in real time based on the validation.