I am currently looking for using Splunk for achieving the below requirements :-
Smart proactive monitoring:
One of our major requirements is smart proactive monitoring, we already have our proactive monitoring which oversees our customers' connections and our infrastructure links.
Keeping in mind the number of monitored items to monitoring team members' ratio, we are always over whelmed with the reported alarms, consequently decreasing our response to the ratio of 10% of the reported alarms.
What we are looking for is an intelligent proactive monitoring system with comprehensive algorithms to increase our response with the same human resources.
Mapping critical services to custom KPIs and using AI and machine learning to adapt thresholds.
Utilizing AI and machine learning to detect patterns and correlate events to enhance our troubleshooting and root cause analysis time, that includes environmental alarms, link states, etc..., and have end-to-end transactions tracking across our entire infrastructure.
Can anyone pinpoint what is the application i need to achieve that requirements?