What is the biggest challenge banks face in AML payment screening today?
The top challenge banks face in AML payment screening is a shortage of skilled analysts. This is due to the overwhelming volume of false positives generated by outdated systems. This bottleneck increases operational costs and slows down real-time transaction processing.
A Growing Compliance Burden
A new Celent report – Trends in Fraud and AML Convergence (April, 2025) – reveals a major concern across the banking sector: analyst staffing. Nearly 47% of banks cite it as their top AML challenge, while 77% include it among their top three. As payment volumes grow and regulatory scrutiny tightens, banks are under pressure to process more transactions in less time—while still maintaining compliance.
The second most-cited challenge? False positives — a direct contributor to analyst overload. Legacy payment screening systems often generate unnecessary alerts, requiring time-consuming manual investigations and significantly increasing operational strain.
How Legacy Technology Fails Payment Screening
Outdated screening systems that rely on traditional phonetics, fuzzy logic, and tokenization methods generate between 30 and 50% alerts, most of which are false. According to Celent, 30% of banks rank legacy technology as a top barrier to effective AML performance.
These systems:
- Lack the accuracy required to identify real high-risk transactions from legitimate ones.
- Trigger unnecessary alerts that drain analyst resources
- Hinder Straight Through Processing (STP), causing payment delays
The Impact of Modern AML Payment Screening Solutions
Banks are increasingly turning to modern AML payment screening platforms to address these gaps. With advanced matching logic, ISO-native infrastructure, contextual analysis, and real-time processing capabilities, these solutions transform payment screening operations.
Key Benefits:
- Fewer False Positives
Cut through the noise with advanced and accurate matching logic, reducing the analyst workload and improving focus. - Higher STP Rates
Let compliant payments flow automatically, boosting processing speed across Wires, ACH, and Instant Payments. - Reduced Operational Overhead
Reduced alerts rate mean fewer manual reviews, faster resolutions, and lower compliance costs. - ISO 20022-Ready Infrastructure
Modern systems leveraged enriched data, improving screening precision and regulatory alignment.
Fincom: Built for the Future of Payment Screening
At Fincom, we’ve built a payment screening platform that directly addresses these industry-wide challenges. Our ISO 20022-native screening engine supports real-time processing across all major payment rails—Wires, ACH, and Instant Payments—with unmatched accuracy and efficiency.
By reducing false positives and increasing STP rates, Fincom helps financial institutions optimize AML compliance while alleviating the pressure on analyst teams.
Final Thoughts
The data is clear: to overcome analyst shortages, increasing transaction volumes, and to able to accommodate stricter regulatory scrutiny demands and rising compliance pressure, banks must embrace modern payment screening technology. With fewer false positives, faster processing, and greater accuracy, modern AML payment screening solutions like Fincom are helping financial institutions scale efficiently and reduce their risk.
