Module 08 · Early Warning System

Consumer Risk Early Warning Center

Each indicator reflects the current threat posture for a major consumer-risk category, its trend direction, forecast horizon and the model's confidence in the projection. Updated continuously from the CIOG prediction engine.

Mobile Money Fraud

Direct financial loss to MoMo users

Low
Current level39
Trend · 30d
Falling
88
Forecast confidence
PostureLow

E-Commerce Fraud

Non-delivery, counterfeit goods, refund abuse

Moderate
Current level50
Trend · 30d
Rising
65
Forecast confidence
PostureModerate

Telecom Complaints

Billing disputes, data deductions, service quality

High
Current level75
Trend · 30d
Falling
88
Forecast confidence
PostureHigh

Product Safety Issues

Health & physical harm from unsafe products

Moderate
Current level62
Trend · 30d
Rising
64
Forecast confidence
PostureModerate

Counterfeit Products

Pharma, FMCG, electronics counterfeit exposure

High
Current level75
Trend · 30d
Stable
68
Forecast confidence
PostureHigh

Digital Scams

Phishing, social engineering, fake apps

High
Current level76
Trend · 30d
Rising
56
Forecast confidence
PostureHigh

Banking Disputes

Unauthorized debits, account freezes, fees

Moderate
Current level52
Trend · 30d
Stable
75
Forecast confidence
PostureModerate

Insurance Disputes

Claim denials, mis-selling, payout delays

Moderate
Current level51
Trend · 30d
Rising
90
Forecast confidence
PostureModerate

Last update: 6/16/2026, 10:46:46 PM.