Problem Management Lifecycle
End-to-end problem management from detection through root cause to resolution
Problem Management Lifecycle provides a structured, AI-assisted approach to identifying and eliminating the root causes behind recurring incidents. While incident management fixes symptoms, problem management prevents recurrence.
The AI identifies problem candidates by detecting ticket clusters, recurring issue patterns, and high-impact incidents. It guides your team through root cause analysis with data-driven suggestions, tracks workarounds, and monitors the effectiveness of permanent fixes.
Full lifecycle tracking ensures nothing falls through the cracks — from problem identification through investigation, workaround documentation, root cause resolution, and post-implementation review.
How It Works
Identify
AI flags problem candidates from recurring incidents, ticket clusters, and trend analysis.
Investigate
Root cause analysis guided by AI-suggested investigation paths and correlated data.
Workaround
Interim workarounds are documented and linked to affected tickets for immediate relief.
Resolve
Permanent fix is implemented, tested, and verified across all affected environments.
Review
Post-implementation review confirms the problem is eliminated and lessons learned are captured.
AI Capabilities
Problem candidate identification
Root cause suggestion engine
Workaround effectiveness tracking
Recurrence monitoring
Human-in-the-Loop Checkpoints
- Approve problem records
- Validate root cause findings
- Sign off on permanent fixes
Key Metrics
Connected Process Areas
This process area integrates with related capabilities across the platform.
See Problem Management Lifecycle in Action
Experience AI-powered service desk automation — from insight to action in a single platform.