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Digital Bank Unifies KYC and AML into a Single Intelligen

About the Client

The client was a challenger digital bank experiencing rapid customer growth but struggling with fragmented compliance workflows. Separate KYC onboarding tools and AML transaction monitoring systems operated independently, resulting in duplicate reviews, inconsistent risk scoring, and excessive false positives.

To streamline compliance operations and improve decision accuracy, the bank partnered with Zymr to deploy a unified KYC-AML architecture.

Key Outcomes

40% Reduction in False Positives
50% Decrease in Manual Documentation Effort

Business Challenges

Onboarding and transaction monitoring were handled by disconnected systems with limited data sharing. Customers flagged during onboarding were often re-evaluated during transaction reviews, increasing manual effort and false positives. Compliance teams spent significant time reconciling audit documentation across systems. Regulatory reporting required manual consolidation. The lack of real-time synchronization between KYC profiles and transaction risk scoring created operational inefficiencies and delayed investigations. The bank required a consolidated compliance framework that reduced duplication while enhancing detection accuracy.

Business Impacts / Key Results Achieved

Zymr helped the digital bank transform fragmented compliance operations into a cohesive, intelligent risk management framework. By synchronizing KYC and AML processes, the bank reduced inefficiencies, improved detection accuracy, and strengthened its regulatory posture while supporting continued growth.

  • 40% Reduction in False Positives
  • 50% Decrease in Manual Documentation Effort
  • Improved Compliance Workflow Efficiency
  • Faster Investigations & Escalations

Enhanced Regulatory Confidence

Strategy and Solutions

Zymr delivered a unified, synchronized KYC and AML compliance platform.

  • Real-Time KYC-AML Data Synchronization
    Connected onboarding risk profiles with transaction monitoring.
  • Centralized Risk Scoring Engine
    Applied consistent scoring across lifecycle events.
  • Automated False-Positive Reduction Models
    Leveraged ML to refine alert thresholds.
  • Unified Compliance Dashboard
    Provided end-to-end visibility into customer risk exposure.
  • Automated Audit Logs & Documentation Generation
    Reduced manual compliance reporting workload.
  • Event-Driven Monitoring Architecture
    Enabled instant alerts on suspicious activity.

Role-Based Access & Governance Controls
Ensured regulatory transparency and traceability.

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