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Alerts Insights Regulatory Compliance Data Discovery $ Buyer Bank Seller Bank Buyer Customs Authority Customs Authority Seller Data Lake Governance & Data Quality Enrichment High Risk/Tax Haven Countries Country details (principle cities, towns, airports, seaports) 3rd Party KYC Utilities Dual Use Goods Sanction/SDN Lists Social media Websites Adverse Media Trade Documents , Contracts, Logistics Documents Emails, Telex Data Buyer ERP System Interfaces Trade Service Utilities FI’s transaction processing systems KYC & Client On-boarding systems SWIFT Messages Trade Documents, Contracts, Logistics documents Emails, Telex Data Traditional Analytic Techniques Rule Engines Profiling and Trend Analysis Sequence Mining Link Analysis New Analytic Techniques Big Data Discovery Text analytics Statistical Analytics Visual and Predictive Analytics Web Analytics DATA ANALYTICS Understanding information sources involved in Trade Based Money Laundering Data Legend Structured Data Semi-structured Data Unstructured Data External Data Trade Documents , Contracts, Logistics Documents Emails, Telex Data Buyer ERP System Interfaces Trade Service Utilities Shipment/Vessel Information Customs Information

DATA ANALYTICS - IBF · DATA ANALYTICS Understanding information sources involved in Trade Based Money Laundering Data Legend Structured Data Semi-structured DataSez Unstructured

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Page 1: DATA ANALYTICS - IBF · DATA ANALYTICS Understanding information sources involved in Trade Based Money Laundering Data Legend Structured Data Semi-structured DataSez Unstructured

Alerts Insights

Regulatory Compliance Data Discovery

$

Buyer Bank Seller BankBuyer

Customs Authority Customs Authority

Seller

Data Lake

Governance & Data Quality Enrichment

High Risk/Tax Haven Countries

Country details (principle cities, towns, airports, seaports)

3rd Party KYC Utilities

Dual Use Goods

Sanction/SDN Lists

Social media

Websites

Adverse Media

Trade Documents , Contracts, Logistics Documents

Emails, Telex Data

Buyer ERP System Interfaces

Trade Service Utilities

FI’s transaction processing systems

KYC & Client On-boarding systems

SWIFT Messages

Trade Documents, Contracts, Logistics documents

Emails, Telex Data

Traditional Analytic Techniques

Rule Engines

Profiling and Trend Analysis

Sequence Mining

Link Analysis

New Analytic Techniques

Big Data Discovery

Text analytics

Statistical Analytics

Visual and Predictive Analytics

Web Analytics

DATA ANALYTICS Understanding information sources involved in Trade Based Money Laundering SezData Legend Structured Data Semi-structured Data Unstructured Data External Data

Trade Documents , Contracts, Logistics Documents

Emails, Telex Data

Buyer ERP System Interfaces

Trade Service Utilities

Shipment/Vessel Information

Customs Information