UC-126
Recurring-Incident Root-Cause Mining
Clusters the full ticket history into recurring root causes and turns them into an engineering fix-once backlog.
4-8Build Duration
15-35xIndicative ROI
The Challenge
The same login issue, sync failure and how-do-I are answered a thousand times because nobody mines the ticket history for causes. Recurring load is treated as normal.
How It Works
- Ingests the full ticket history, incident categories and cross-system tags.
- ML clustering groups tickets into recurring drivers and ranks them by load.
- Delivers a clustered recurring-cause report and an engineering fix-once backlog.
What It Removes
- Same issues re-answered instead of fixed once
- Ticket history mined by no one
- Recurring load accepted as normal
Input Data RequirementsFull ITSM ticket history, incident categories, cross-system and portal tags
Output FormatClustered recurring-cause report, ranked engineering fix-once backlog
“Recurring causes shrink month by month instead of being re-answered forever.”