Problem Management
Problem management is the ITSM process of identifying and addressing the root causes of recurring incidents to prevent future occurrences and minimize service impact.
In Depth
While incident management focuses on restoring service quickly, problem management looks deeper to prevent incidents from happening again. It involves identifying patterns across multiple incidents, conducting root cause analysis, developing permanent fixes, and maintaining a known error database for faster future diagnosis. AI excels at problem management because it can analyze thousands of incidents simultaneously to detect patterns humans would miss: a subtle increase in a specific error type, a correlation between incidents and recent changes, or a seasonal pattern in service degradation.
AI-powered problem management tools automatically cluster related incidents, suggest probable root causes based on historical analysis, and recommend preventive actions. This proactive approach can eliminate 30-50% of recurring incidents, dramatically reducing support volume and improving service reliability.
Related Terms
Incident Management
Incident management is the ITSM process of identifying, logging, categorizing, and resolving unplanned service disruptions to restore normal operations as quickly as possible.
IT Service Management
IT Service Management (ITSM) is a set of policies, processes, and procedures for designing, delivering, managing, and improving IT services to meet business needs.
Change Management
Change management is the ITSM process of controlling modifications to IT systems, services, and infrastructure to minimize disruption and ensure changes are implemented successfully.
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