EX

Enterprise AI Administration

Fraud & Leakage Detection Model

Model Details · Telecom AI Model Registry

Model Details

Fraud & Leakage Detection Model

Algorithm: Anomaly detection + rulesREGISTERED
Code
MDL-FRAUD-LEAK
Version
v2.1
Owner
Head of Revenue Assurance
Governance owner
Fraud Governance Forum

Governance configuration shown for review and validation. Read-only.

Business purpose

Detect fraud patterns and revenue leakage across billing and interconnect

Production-recommended design specification. This record does not mean the model has been trained, fitted, deployed or validated.

Technical specification

Model family
—
Algorithm
Anomaly detection + rules
Implementation library
—
Model type
—
Explainability method
—

Implementation governance

Governance status
REGISTERED
Implementation status
NOT IMPLEMENTED
Validation status
VALIDATION REQUIRED
Lifecycle stage
Design
Current performance
Not yet measured
Refresh cadence
Daily
Last reviewed
18 Sep 2026
Next review due
18 Oct 2026
Historical sample reference
Detection rate 0.89 — earlier sample figure, kept for provenance only; not a validated model result.

Business

Mission area
Fraud & Revenue Assurance
Decision journey
Fraud & Revenue Assurance
Target variable
Fraud / leakage anomaly score
Output
Prioritised fraud cases and leakage alerts

Input features

Feature summary

Usage anomalies, SIM-box indicators, billing reconciliation gaps

Related Intelligence

Linked governed records

KPIs (0)

None recorded.

Business rules (0)

None recorded.

Formulas (0)

None recorded.

Source mappings (0)

None recorded.

Simulation models (0)

None recorded.

Decision journey