AIops Maturity Models

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Level 1: Reactive

Events and logs are collected for reactive purposes. Teams work through siloed operations with little to no dialogue with the business and are constantly solving problems to keep the business running.

Level 2: Integrated

Silos begin to break down and dialogue happens. Data sources are integrated into a unified architecture, and overall ITSM processes improve. Additionally, ML and AI begin to layer into the overall process.

Level 3: Analytical

Teams have more defined baseline metrics, processes see improvements with more AI and ML capabilities. Here data is available, and metrics become more measurable, IT teams are able to show the overall business value.

Level 4: Prescriptive

Teams begin implementing ML and Automation, giving them access to more analytics and data to track overall improvements. Additionally, a more optimized ITSM process with human interaction is put into place.

Level 5: Automated

There is full automation with no human interaction, and teams are able to leverage ML based on prescriptive and predictive models. This provides full transparency across all levels of the business operating proactively rather than reactively.