EX

Telecom Intelligence

Fraud & Revenue Assurance

Leakage, fraud events and revenue assurance controls.

Governance & lineageFormula, sources, rules and models behind:Revenue leakage
Related decision journey: Fraud & Revenue AssuranceOpen journey

Executive summary

Fraud losses and leakage are trending down after SIM-box interdiction. Border-region SIM-box activity and recharge fraud remain the top exposures.

Key indicators

Fraud loss

USD 1.1M

-17.9%vs stored prior

Revenue leakage amount

USD 0.8M

-9.1%vs stored prior

SIM-box incidents

1,240

+6%vs stored prior

Subscription fraud rate

0.31%

-0.04ppvs prior month

Roaming fraud

USD 84k

-11%vs stored prior

Billing leakage

0.4%

-0.1ppvs prior month

Recharge fraud

USD 190k

+7%vs stored prior

Fraud detection rate

91%

+3ppvs prior month

Prevented loss value

USD 1.12M

+22%vs stored prior

Issues requiring attention

Border-region SIM-box

high priority

1,240 SIM-box incidents flagged this month.

Owner: Head of Revenue Assurance

Drill down

SIM-box activity detected in 2 border regions

high priority

$0.3M monthly leakage

Owner: Head of Revenue Assurance

Drill down

Recharge voucher fraud

medium priority

Duplicate voucher redemptions in 3 regions.

Owner: Head of Fraud

Drill down

Performance analysis

Fraud + leakage (USD M)

Monthly actuals, Apr–Sep

Loss by fraud type (%)

Source unavailable — this breakdown has no stored record.

Actual vs prior and target

Current period, KPIs measured in US$ millions

Prior periodActual

Fraud + leakage trend

Fraud + leakage by month, Apr–Sep (USD M)

AI Advisory

  • Bulk-block SIMs linked to 1,240 SIM-box incidents
  • Enable voucher redemption anomaly rules

Value realization

Metric / outcomeValue typeBaseline → target KPIExpectedActualVarianceRealizationStatus

SIM-box fraud interdiction

2026-04 to 2026-09 · Head of Revenue Assurance

Loss avoided

1.8 → 0.9

KPI for: SIM-box fraud interdiction

USD 1.3MConditional projectionUSD 1.12MRecorded actual — illustrative evidenceNot verifiedNot verifiedRecorded: realised

Evidence

  • 1,240 SIM-box incidents flagged; 91% detection rate.

    Source: Revenue assurance data (illustrative model output)

Methodology

  1. Run CDR anomaly detection
  2. Reconcile usage, rating and billing
  3. Value prevented losses