AML Compliance Automation for a Bank

A nationalized bank partnered with HUSPI to modernize its Anti-Money Laundering (AML) system. The goal was to replace fragmented manual checks with a centralized, automated platform capable of handling millions of transactions daily while staying compliant with strict financial regulations.

Industry

FinTech / Banking Compliance Automation

Tech Stack

React, Node.js, PostgreSQL, REST APIs for data integration, AI/ML components for anomaly detection, secure deployment on private cloud infrastructure

Team

PM, UI/UX Designer, 2 Backend, 1 Fullstack, 1 Frontend, 2 QA Engineers

Challenge

The bank’s compliance department faced three main issues:

  • Manual workload: Analysts were overwhelmed by repetitive rule-based checks and false positives.
  • Regulatory pressure: Adapting to evolving AML and KYC regulations required a more flexible system.
  • Scalability limits: The existing solution could not keep pace with increasing transaction volumes.

Solution

HUSPI designed and implemented a robust AML compliance system featuring:

  • Audit & Reporting Tools: Easy generation of regulatory reports to satisfy supervisory authorities.
  • KYC & Customer Screening: Integration with global watchlists and PEP databases.
  • Risk Scoring Engine: AI-driven risk profiles for faster escalation of suspicious activities.
  • Custom Dashboards: Centralized view for compliance officers to prioritize alerts and track cases.

Measurable Success:

  • 25 million operations per day are analyzed by the system
  • 60% reduction in manual case reviews through automated filtering.
  • Improved compliance readiness with faster adaptation to new AML/KYC regulations.
  • Scalable architecture supporting millions of daily transactions.
  • Faster investigations thanks to integrated dashboards and case management tools.

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