Transaction monitoring

Spec sheet // Glossary // TMRev 2026.10
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Glossary · Transaction monitoring

Transaction monitoring

TMAlso called AML transaction monitoring, transaction surveillance

Definition

Transaction monitoring is the review of customer transactions to detect activity that may involve money laundering, terrorist financing or fraud. Systems compare payments with rules, scenarios or models and raise alerts on unusual patterns. Analysts investigate the alerts and report suspicious activity to the financial intelligence unit where required.

01 INGEST02 DETECT03 TRIAGE04 REPORT
Fig. 1 · Transaction monitoring
MLR 2017, reg 28 · AMLD4, Article 13 · BSA SAR rule
Key rulesMLR 2017, reg 28 · AMLD4, Article 13 · BSA SAR rule · NYDFS Part 504
Applies toUK banks, payment firms, accountants, lawyers and other relevant persons
RegionsUK · EU · US · Global
01

How it works

Most firms run a mix of rules and models over payment data, either in real time or in overnight batches. Scenarios look for patterns such as structuring below reporting limits, rapid movement of funds, or activity that does not fit the customer's profile. Each alert goes to an analyst, who reviews the customer and transactions and either closes it or escalates it to an investigation.

Anti-money laundering rules require ongoing scrutiny of transactions throughout the customer relationship. In the US, banks must file a suspicious activity report within 30 days of detection. New York's Part 504 sets detailed programme standards and an annual certification. Weak monitoring, large alert backlogs and untuned scenarios are recurring findings in enforcement cases on both sides of the Atlantic.

Step 1Ingest dataFeed payment, customer and account data into the system.
Step 2DetectApply scenarios and models to flag unusual activity.
Step 3Triage alertsAnalysts review alerts and close or escalate them.
Step 4InvestigateBuild a case on the customer and related activity.
Step 5ReportFile a suspicious activity report where suspicion is found.
02

The rules

UK · 26 June 2017MLR 2017, reg 28Money Laundering, Terrorist Financing and Transfer of Funds (Information on the Payer) Regulations 2017, regulation 28

Requires firms to identify and verify customers and beneficial owners, and to conduct ongoing monitoring including scrutiny of transactions throughout the relationship.

UK banks, payment firms, accountants, lawyers and other relevant persons
EU · 26 June 2017AMLD4, Article 13Directive (EU) 2015/849 on the prevention of the use of the financial system for money laundering or terrorist financing

Requires customer identification and verification from reliable independent sources, and ongoing monitoring of the business relationship including scrutiny of transactions.

EU credit and financial institutions and other obliged entities
US · 1 April 1996BSA SAR ruleBank Secrecy Act suspicious activity reporting rule for banks, 31 CFR 1020.320

Requires banks to file a suspicious activity report within 30 calendar days of initial detection of facts that may be a basis for filing.

US banks
US · 1 January 2017NYDFS Part 5043 NYCRR Part 504: Banking Division Transaction Monitoring and Filtering Program Requirements and Certifications

Requires a risk-based transaction monitoring programme with documented scenarios, thresholds and assumptions, pre- and post-implementation testing and an annual compliance certification.

New York-regulated banks, branches of foreign banks, check cashers and money transmitters
03

Common questions

What is the difference between real-time and batch monitoring?

Real-time monitoring checks a payment before or as it is processed, so it can be stopped. Batch monitoring reviews transactions after the event, often overnight, looking for patterns across days or weeks. Many firms use both.

Why do transaction monitoring systems produce so many false positives?

Scenarios are set broadly so suspicious activity is not missed. Without good customer segmentation and tuning, legitimate activity often crosses thresholds. As a result, most alerts at many firms are closed as not suspicious.

Is transaction monitoring the same as sanctions screening?

No. Sanctions screening checks names and payment details against sanctions lists, often before a payment is made. Transaction monitoring looks for suspicious patterns of behaviour across a customer's activity.

Who is responsible for transaction monitoring?

In the UK, the money laundering reporting officer receives internal reports and decides whether to report to the National Crime Agency. Senior management are accountable for the adequacy of the firm's monitoring systems.