Enterprise AI Administration
usage_pattern_deviation
Variable Details · Enterprise Variables
Variable Details
usage_pattern_deviation
PASSEDACTIVE
- Code
VAR-USAGE-DEV- Owner
- Head of Revenue Assurance
Governance configuration shown for review and validation. Read-only.
Definition
Deviation of current usage from the subscriber's 90-day profile (z-score).
Details
- Data type
- numeric
- Grain
- Subscriber-day
- Source system
- Mediation / CDR
- Quality status
- PASSED
- Transformation logic
(usage_today − mean_90d) ÷ stddev_90d
- Used by (registered)
- Fraud Risk Classifier; Revenue Leakage Detection
Related Intelligence
Linked governed records
Models using this variable (4)
- Fraud Risk Classifier · XGBoost
- Revenue Leakage Detection Model · Isolation Forest + Business Rules
- Usage Pattern Segmentation Model · K-Means
- Fraud Pattern Discovery Model · DBSCAN
KPIs influenced (5)
Source mappings (same source) (1)
Journeys (2)