raptorX.ai

Mule Account Detection

Money mules hide in plain sight across cards, wallets, and payment apps. RaptorX detects hidden mule networks early, before they can cash out funds.

Why It Matters

Mules Look Normal — Until It's Too Late

Money mules are the silent enablers of fraud — laundering illicit funds across salary accounts, UPI IDs, wallets, and bank transfers. Whether passive (unaware), collusive (recruited), or complicit (willing), they exploit system gaps and camouflage inside legitimate activity.

Legacy systems miss them because they appear “normal.”RaptorX surfaces what others overlook — before the damage spreads.

What Makes Mules

Hard to Catch

Dormant Reactivation
Dormant Reactivation

Dormant accounts suddenly becoming active

Alias Patterns
Alias Patterns

Use of alias names with reused devices, IPs, or beneficiaries

Burst Activity
Burst Activity

Small-value bursts that avoid traditional thresholds.

Channel Hopping
Channel Hopping

Cross-channel movement (UPI → IMPS → wallets)

Mule Recruitment
Mule Recruitment

Recruitment via social media, jobs, or P2P messaging

Geo Clustering
Geo Clustering

Geo-concentration near colleges, factories, or agent branches

RaptorX Detects

Hidden Mule Behavior

Expose Coordinated Mule Behavior From Dormant Accounts to Geo Clusters in Real


Catches salary or UPI accounts reactivated in fraud rings

Detects alias accounts linked by shared devices, IPs, or beneficiaries — even across banks.

Identifies burst transfers, circular flows, and 3-hop routing — classic mule patterns flagged within minutes.

Detects geo-clustered mule hotspots near branches, agents, or P2P sign-up zones.

How RaptorX Helps

You Stay Ahead

Graph AI that links accounts, not just names

Mules often split across aliases — our entity resolution connects what static KYC misses.

Real-time behavior deviation scoring

Flag accounts that shift roles suddenly — e.g., salaried to transactional within 1 day.

Silent mule detection within 48 hours of activation

Catch and contain before ring expansion begins.

Direct integration into SAR/Suspicious Activity queues

Feed into your compliance, risk, or fraud case queues seamlessly.

Why Banks Choose

RaptorX for Mule Detection

Expose Coordinated Mule Behavior From Dormant Accounts to Geo Clusters in Real


No need for labeled mule data — works from unlabeled behavioral anomalies

Detects first-time fraud, even if accounts look “clean”

Cuts false positives by 40–50% through contextual linkage

Enterprise-ready with fast scoring & multi-channel support

Ready to detect what others miss?

See how RaptorX catches mule accounts within days — not months.