Actionable analyics based on virtual on-watch (vow) data

A method, for use with one or more non-transitory computer-readable media storing computer-executable instructions which, when executed by a processor on a computer system, execute self-healing of a network of computing devices, the method comprising:

• receiving an application programming interface (API) call at a WebEx bridge platform, the API call requesting electronic bridge information, the WebEx bridge platform including one or more life-cycle electronic bridges, the one or more life-cycle electronic bridges comprising the electronic bridge information;
• using a virtual on watch (VOW) processing system to generate, enable, or otherwise interact with the one or more life-cycle electronic bridges, said life-cycle electronic bridges serving as an electronic staging area to respond to a service outage incident, said VOW comprising a processor, a memory, and communications lines coupled to the processor, the memory and each of the life-cycle electronic bridges;
• monitoring each of the life-cycle electronic bridges using a large language model and monitoring system (LLM);
• receiving and structuring data received from the one or more life-cycle electronic bridges;
• in response to a demand from a remediation system for executing self-healing algorithms at the one or more life-cycle electronic bridges, remediating an application metric that deviates at greater than a threshold value from a historical baseline trend associated with the metric, said remediated comprising responding to an elevated triage resource consumption level, said elevated triage resource consumption level that deviates at greater than a threshold value from a baseline triage resource consumption level;
• and
• mitigating an increased number of post-triage deployment occurrences in a location other than the location associated with the elevated triage resource consumption level.