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Scaling Sanctions Screening for a Cross-Border Payment Provider

Anti-money Laundering Services
Scaling Sanctions Screening for a Cross-Border Payment Provider

Business Situation

A global cross-border payment provider was managing millions of daily transactions across multiple jurisdictions while navigating increasingly complex global sanctions regulations. The organization faced significant challenges in accurately screening customer and transaction data against continuously evolving sanctions watchlists.

Variations in naming conventions, aliases, transliterations, and regional linguistic differences resulted in high volumes of false positives, causing delays in legitimate payments and increasing operational inefficiencies. At the same time, the risk of missing sanctioned entities posed serious regulatory and reputational exposure. The client required a highly accurate and scalable sanctions screening framework capable of supporting real-time global payment flows without compromising compliance standards.

SGA Approach

Engagement Objective
SGA partnered with the client to strengthen its sanctions screening capabilities by implementing a high-precision, scalable screening framework designed to support seamless cross-border payment operations and global regulatory compliance.

Key Activities

  • Deployed an advanced client name screening framework for real-time transaction monitoring
  • Optimized screening algorithms using linguistic intelligence and phonetic matching techniques
  • Enhanced matching capabilities to account for regional naming conventions, aliases, and transliterations
  • Integrated global sanctions lists, including OFAC, EU, and UN watchlists, into a centralized screening ecosystem
  • Enabled 24/7 monitoring support for uninterrupted global payment operations
  • Integrated Politically Exposed Persons (PEP) and adverse media screening for enhanced risk intelligence

Execution Approach

SGA implemented a scalable sanctions screening infrastructure tailored for high-volume cross-border transaction environments. The solution leveraged advanced linguistics, fuzzy matching logic, and phonetic analysis to significantly improve screening precision while minimizing unnecessary payment disruptions.

The platform was designed to process transactions with sub-second latency, enabling frictionless customer experiences without compromising compliance obligations. Continuous monitoring workflows and integrated global watchlists ensured ongoing adherence to evolving international sanctions mandates while supporting operational scalability and risk transparency.

Key Takeaways

  • Achieved 99.9% screening accuracy across global sanctions watchlists
  • Reduced manual intervention for name-matching hits by 55%
  • Enabled sub-second screening latency for seamless payment processing
  • Strengthened compliance monitoring through integrated PEP and adverse media screening
  • Transformed compliance operations into a strategic advantage for global corporate clients

Related Tags

Anti-money Laundering Services BFSI

About SG Analytics

SG Analytics (SGA) is a leading global data and AI consulting firm delivering solutions across AI, Data, Technology, and Research. With deep expertise in BFSI, Capital Markets, TMT (Technology, Media & Telecom), and other emerging industries, SGA empowers clients with Ins(AI)ghts for Business Success through data-driven transformation.

A Great Place to Work® certified company, SGA has a team of over 1,400 professionals across the U.S.A, U.K, Switzerland, Poland, and India. Recognized by Gartner, Everest Group, ISG, and featured in the Deloitte Technology Fast 50 India 2024 and Financial Times & Statista APAC 2025 High Growth Companies, SGA delivers lasting impact at the intersection of data and innovation.

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