Collaboration of audio sensors for geo-location of events in an artificial intelligence (AI) environment

An artificial intelligence (AI) system leverages collaboration of multiple audio sensors for geo-location of an event. Location information is stored for each of the plurality of geographically-dispersed AI clients. Each of the AI clients can include an audio sensor, a network controller, and a feedback mechanism (e.g., a speaker or an LED) within a common enclosure. Responsive to detection of an event (e.g., involving a human, machine, or ambient condition) at two or more of the plurality of geographically-dispersed AI clients, audio event data is centrally received from audio sensors of the two or more of the plurality of geographically-dispersed AI sensors. A location is estimated based on the location information and the audio event data. Responsive to classification of the event in view of the estimated location, a command is received for a response to the event at the AI clients that detected the event, or others.