Topic starter
25/10/2026 11:03 am
TL;DR: Instant payments and fast-changing sanctions lists are pushing transaction screening beyond legacy fuzzy matching, according to Feedzai. Screening engines now need continuous updates and clearer decisioning to cut false positives without slowing legitimate transfers.
Editorial analysis by NHI Mgmt Group, based on content published by Feedzai: “How Modern Transaction Screening Improves Accuracy and Compliance”.
Key questions
Q: Why do instant payment rails make real-time screening harder?
A: Instant payment rails compress the available decision time from hours to seconds, so screening must finish fast enough for settlement to proceed.
Q: How can teams tell whether sanctions screening is creating too much noise?
A: A useful signal is when analysts spend most of their time clearing obvious false positives rather than investigating genuinely risky matches.
Q: What breaks when sanctions screening still relies on fuzzy matching?
A: False positives rise sharply because the engine treats similar names as suspicious without understanding the broader payment context.
Practitioner guidance
- Tune screening to transaction context Evaluate names, IDs, BICs, and geolocation together so the engine can distinguish true matches from similar-looking records in context.
- Measure performance against instant-payment windows Benchmark screening latency against the shortest settlement requirement you must support, including peak-volume conditions, not just average case loads.
- Eliminate list-update downtime Move sanctions ingestion to a continuous model so new designations apply immediately without maintenance windows or manual transformation steps.
Bottom line: Legacy fuzzy matching creates avoidable false positives, which raises workload and can obscure genuinely risky payment activity.
Glossary terms: Transaction Screening, Holistic Matching, False Positive, Sanctions Drift
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This topic was modified 7 days ago by NHI Mgmt Group
27/10/2026 7:17 pm
Transaction screening is now an identity governance problem, not just an AML workflow. The article shows that the useful control is not merely list comparison, but decisioning that can reconcile identity signals, risk context, and payment timing in one pass. That matters because sanctions screening sits at the intersection of identity verification, fraud, and compliance outcomes. Practitioners should treat screening quality as a core governance capability, not a back-office exception.
A question worth separating out:
Q: Should fraud and sanctions screening stay separate or move onto one platform?
A: They can stay separate if the organisation needs strong functional independence, but separate systems often produce inconsistent risk decisions and duplicate data handling. A unified platform is useful when governance demands a shared view of customer risk and consistent audit evidence. The deciding factor is not convenience, but whether the operating model can preserve clear accountability.
👉 Read our full editorial: Real-time sanctions screening is now a latency and noise problem
This post was modified 7 days ago by NHI Mgmt Group