Ambient situational abnormality detection and response

A computer usable program product comprising a computer-readable storage device, and program instructions stored on the storage device, the stored program instructions comprising:

• program instructions to receive, by a processor, a sensor signal from a monitoring sensor during a scheduled monitoring session for monitoring a first user;
• program instructions to process, by the processor, the sensor signal using a machine learning (ML) model such that the ML model outputs an indication of whether the first user is experiencing a potential emergency;
• program instructions to perform, by the processor in response to the ML model indicating that the first user is experiencing a potential emergency, a verification routine that includes transmitting a verification request and, upon detecting a lack of response to the verification request within a predetermined amount of time, confirming the potential emergency as an actual emergency;
• program instructions to request, by the processor automatically in response to the verification routine confirming that the potential emergency is an actual emergency, dispatch of emergency services to a location of the first user;
• program instructions to receive, by the processor, a first request from the first user to schedule a monitoring session;
• program instructions to receive, by the processor, location information for the first user from a first location device;
• program instructions to receive, by the processor, a second request from a second user, to schedule a monitoring session;
• program instructions to receive, by the processor, location information for the second user from a second location device;
• and
• program instructions to recognize, by the processor, that the first and second requests relate to a meeting between the first and second users.

A computer system comprising a processor, a computer-readable memory, and a computer-readable storage device, and program instructions stored on the storage device for execution by the processor via the memory, the stored program instructions comprising:

• program instructions to receive, by the processor, a sensor signal from a monitoring sensor during a scheduled monitoring session for monitoring a first user;
• program instructions to process, by the processor, the sensor signal using a machine learning (ML) model such that the ML model outputs an indication of whether the first user is experiencing a potential emergency;
• program instructions to perform, by the processor in response to the ML model indicating that the first user is experiencing a potential emergency, a verification routine that includes transmitting a verification request and, upon detecting a lack of response to the verification request within a predetermined amount of time, confirming the potential emergency as an actual emergency;
• program instructions to request, by the processor automatically in response to the verification routine confirming that the potential emergency is an actual emergency, dispatch of emergency services to a location of the first user;
• program instructions to receive, by the processor, a first request from the first user to schedule a monitoring session;
• program instructions to receive, by the processor, location information for the first user from a first location device;
• program instructions to receive, by the processor, a second request from a second user, to schedule a monitoring session;
• program instructions to receive, by the processor, location information for the second user from a second location device;
• and
• program instructions to recognize, by the processor, that the first and second requests relate to a meeting between the first and second users.