GWC Data.Ai
Background

Product Authentication & TheftMonitoring Analytics Platform

A centralized analytics solution that transformed fragmented counterfeit monitoring into an automated intelligence platform delivering real-time threat detection and secure, role-based insights to 50+ stakeholders.

The Challenge

Key operational & analytical gaps

The organization faced several critical challenges that limited their ability to detect, investigate, and respond to counterfeit product activity at scale.

Limited Dashboard Access

Limited Dashboard Access

Dashboards were accessible only to BI teams, restricting visibility for investigators and managers who needed operational insights.

No Role-Based Access Controls

No Role-Based Access Controls

Sensitive investigation data required strict role-based access controls that didn’t exist, creating compliance and security risks.

Delayed Incident Response

Delayed Incident Response

The absence of real-time alerts meant suspicious product activity went undetected for hours or days, widening the window for theft.

Manual Report Distribution

Manual Report Distribution

Reports were manually compiled and emailed, slowing communication with internal teams and external stakeholders.

Fragmented Data Sources

Fragmented Data Sources

Authentication data lived across disconnected systems, making it nearly impossible to identify high-risk products efficiently.

The Solution

Centralized analytics platform

Designed and implemented a unified platform to monitor product authentication and suspicious activity across multiple data sources with automated alerts, secure access, and investigator-grade analysis tools.

Interactive Monitoring Dashboards

Interactive Monitoring Dashboards

Track suspicious product activity and identify high-risk SKUs through intuitive visualizations.

Row-Level Security (PDP)

Row-Level Security (PDP)

Ensure each stakeholder can only view authorized data with role-based access controls.

Automated Report Distribution

Automated Report Distribution

Generate personalized dashboard reports and distribute them via email automatically.

Unified Data Integration

Unified Data Integration

Consolidate authentication data from multiple systems into a single analytics model.

Automated Alert System

Automated Alert System

Detect abnormal authentication patterns and trigger faster investigations automatically.

Investigator Drill-Down

Investigator Drill-Down

Case-level analysis dashboards with deep drill-down capabilities for investigators.

Data Integration Flow

Data Sources

Product Auth Logs
POS Transactions
Inventory Systems
External Watchlists

Analytics Engine

Unified
Model

Outputs

Real-Time Alerts
Scheduled Reports
Investigator Dashboards
Stakeholder Emails

Investigation Intelligence

From anomaly to case in seconds

Purpose-built dashboards give investigators drill-down capabilities to move from a system-wide signal to a specific case instantly.

Threat Monitor
Live

Active Alerts

23

SKUs Monitored

4,218

Scans Today

12,847

Open Cases

7

SKURegionScans (24h)ChangeRisk
FW-7842-BLKEMEA147+340%Critical
SS-3291-WHTAPAC89+185%High
AW-1056-NVYNAM62+92%Medium
FW-4418-REDLATAM41+210%High

Business Impact

Measurable outcomes

The platform delivered transformative results across operational efficiency, security compliance, and investigation speed.

Reduction in manual reporting

95%

Reduction in manual reporting

Automated theft monitoring reports delivered to 50+ stakeholders.

Faster investigation response

40%

Faster investigation response

Through automated alerts and scheduled reporting workflows.

Secure access control coverage

100%

Secure access control coverage

Role-based row-level permissions across all dashboards.

Faster high-risk SKU identification

75%

Faster high-risk SKU identification

Enabling faster preventative actions against counterfeit products.

Technology Stack

Tools & technologies

Python

Domo

Magic ETL, Reporting, PDP

Python

Python

Data Processing &

Automation

JavaScript

JavaScript

Custom

Visualizations

Oracle ADWC

Oracle ADWC

Data

Warehouse

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