Transaction Screening and Transaction Monitoring in Anti-Money Laundering (AML)
Anand Rajpurohit
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Transaction Screening and Transaction Monitoring in Anti-Money Laundering (AML)
Money laundering is concealing the origins of illegally obtained funds, often through complex financial transactions that appear legitimate. It is a serious crime, with far-reaching consequences for the economic system and global security. Anti-Money Laundering (AML) measures are designed to detect and prevent such illicit activity. Two critical components of AML are Transaction Screening and Transaction Monitoring. These systems work in tandem to help financial institutions, regulators, and law enforcement identify suspicious transactions and ensure the integrity of the financial system. This article will delve into both concepts, exploring their importance, differences, and roles in the AML framework.
What is Transaction Screening?
Transaction screening refers to the process of reviewing transactions before they are processed to ensure they do not involve illegal activities or parties. This proactive approach aims to prevent illicit transactions from entering the financial system.
Key Aspects of Transaction Screening:
1. Sanctions Lists Screening:
Transaction screening involves comparing the parties involved in a transaction (such as customers, beneficiaries, or counterparties) against sanctions lists issued by governments or international organizations. These lists, such as the OFAC (Office of Foreign Assets Control) list, the UN Security Council Sanctions List, and the EU Sanctions List, include individuals, entities, and countries that are subject to financial restrictions due to criminal or terrorist activities. If a match is found, the transaction may be blocked or flagged for further investigation.
2. PEP (Politically Exposed Person) Screening:
PEP screening ensures that financial institutions do not engage in transactions involving high-risk individuals who hold or have held prominent public positions. These individuals are more likely to be exposed to corruption and bribery. Financial institutions must assess the risk associated with doing business with a PEP, and transactions involving such individuals are often subject to enhanced due diligence.
3. Adverse Media Screening:
In addition to sanctions and PEP lists, transaction screening often includes checking for adverse media, or negative news stories, about the individuals or entities involved in a transaction. This helps financial institutions identify potentially high-risk clients whose actions or associations may indicate money laundering or terrorist financing activities.
4. KYC (Know Your Customer) Data Screening:
Know Your Customer (KYC) information is vital for transaction screening, as it helps verify the identity of customers and the legitimacy of their transactions. KYC data includes personal details, business activities, sources of funds, and geographical locations. Financial institutions need to ensure that transactions are in line with the profile of the customer.
Process of Transaction Screening:
1. Pre-Transaction Check: Before a transaction is executed, screening tools automatically scan the transaction details (e.g., sender, recipient, amount, and country) against known lists such as sanctions, PEPs, and adverse media.
2. Alerts and Suspicious Activity Reports (SAR): If a match is detected, the system triggers an alert, and a compliance officer will review the alert. If the alert is deemed credible, a Suspicious Activity Report (SAR) may be filed with the relevant authorities, and the transaction may be blocked.
3. Ongoing Screening: Financial institutions continuously monitor transactions to ensure compliance with evolving regulations and risks. Screening is not a one-time process but an ongoing necessity to stay in line with changing sanctions lists and laws.
What is Transaction Monitoring?
Transaction monitoring, on the other hand, involves the continuous observation of transactions that have already been processed. It is designed to detect patterns, trends, or behaviours that could indicate money laundering, fraud, or terrorist financing. This process often focuses on identifying suspicious activity in real-time or near-real-time.
Key Aspects of Transaction Monitoring:
1. Pattern Recognition and Risk-Based Approach:
Transaction monitoring relies heavily on algorithms and machine learning to identify abnormal patterns in transactions. This might include large or unusual transfers, rapid movement of funds, or transactions to or from high-risk jurisdictions. The risk-based approach helps focus efforts on higher-risk transactions while avoiding unnecessary investigations into low-risk activities.
2. Suspicious Transaction Detection:
Unlike transaction screening, which checks for red flags before a transaction is executed, transaction monitoring looks for unusual behaviour after the transaction has occurred. Common signals that prompt further review include:
- Unexplained changes in account activity: A sudden spike in transactions or balances without a clear business purpose.
- Round-dollar transactions: Transactions involving large, round sums, especially when they are inconsistent with the customer's usual activity.
- Frequent transfers to high-risk jurisdictions: Especially when these jurisdictions are known for weak AML regulations or have a history of illicit financial activities.
3. Alerts and Investigations:
When suspicious transactions are identified, an automated alert system triggers an investigation by a compliance officer. The officer assesses the flagged transactions and gathers more information, including KYC details, the transaction history, and related accounts, to determine whether money laundering or other illegal activities have occurred.
4. Enhanced Due Diligence (EDD):
If an unusual pattern is identified, financial institutions may conduct Enhanced Due Diligence (EDD). This process involves a more detailed investigation into the customer’s background, the source of funds, and the nature of the transactions. EDD is often applied to high-risk customers or complex transactions.
Process of Transaction Monitoring:
1. Transaction Data Collection: Financial institutions gather comprehensive transaction data, including the sender's and receiver's details, amounts, dates, and locations.
2. Data Analysis: Advanced monitoring systems analyze the data in real-time, comparing it with known risk patterns and creating alerts for further investigation.
3. Review and Escalation: Compliance officers review flagged transactions, investigating their legitimacy and gathering additional information as necessary.
4. Regulatory Reporting: If suspicious activity is confirmed, financial institutions file Suspicious Activity Reports (SARs) with regulators to ensure compliance and help in criminal investigations.
Differences Between Transaction Screening and Transaction Monitoring
While both transaction screening and transaction monitoring are essential in the fight against money laundering, they serve different purposes and occur at different stages of the transaction lifecycle:
1. Timing:
- Transaction Screening is a pre-emptive measure that occurs before a transaction is processed.
- Transaction Monitoring is a post-transaction activity that takes place after the transaction has been completed.
2. Focus:
- Transaction Screening primarily focuses on matching transactions against sanctions lists, PEP lists, and adverse media, ensuring that transactions do not involve individuals or entities associated with illegal activities.
- Transaction Monitoring focuses on detecting unusual or suspicious patterns in transactions, often through the analysis of transaction data, customer behaviour, and fund flows.
3. Goal:
- The goal of transaction screening is to prevent illicit transactions from being processed by blocking or flagging them before they are executed.
- The goal of transaction monitoring is to identify suspicious activity and investigate whether money laundering, terrorist financing, or other financial crimes have taken place.
Challenges in Transaction Screening and Monitoring
1. Volume of Transactions:
Financial institutions process millions of transactions daily, making it difficult to screen and monitor every transaction in real-time. Advanced technologies, like AI and machine learning, are increasingly being used to help manage this volume and identify suspicious behavior more effectively.
2. False Positives:
One of the challenges with both transaction screening and monitoring is the high rate of false positives. Alerts that flag legitimate transactions can result in wasted resources and customer frustration. Sophisticated systems and continuous tuning are required to reduce these false alarms.
3. Regulatory Compliance:
AML regulations vary by country and evolve. Financial institutions must stay abreast of these changes to ensure their screening and monitoring processes are compliant with international and domestic regulations, including the Financial Action Task Force (FATF) recommendations.
4. Data Quality and Integration:
To be effective, transaction screening and monitoring systems need access to accurate and comprehensive customer and transaction data. Ensuring that this data is accurate, up-to-date, and integrated across systems is crucial for effective AML compliance.
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Conclusion
Both transaction screening and transaction monitoring are cornerstones of an effective Anti-Money Laundering (AML) strategy. While screening ensures that illicit transactions are blocked before they enter the financial system, monitoring helps to detect suspicious behavior that may indicate money laundering or terrorist financing. Together, these processes provide a layered defence against financial crime, helping institutions maintain compliance with regulations, safeguard the financial system, and prevent illicit financial activities from thriving.
In a rapidly evolving regulatory environment and increasingly sophisticated financial crime tactics, ongoing investment in technology, employee training, and risk management strategies is essential to staying ahead of threats. By effectively integrating transaction screening and monitoring into their operations, financial institutions can play a crucial role in the global effort to combat money laundering and terrorist financing.
By Anand Rajpurohit
Very helpful, thank you
AML/CTF|KYC|CDD| SANCTIONS PROFESSIONAL #ICAQUALIFIED
1 周I like your contents Anand Rajpurohit Will be in touch with you. I think we should be friends...hahahaha
Vice President- Manager-Over 15 Years experience - Middle Office / Client Processing at BNY
1 周Do u hv PDF copy of the same?
Vice President- Manager-Over 15 Years experience - Middle Office / Client Processing at BNY
1 周Useful tips
CISI,CFE,DISA,CAMS
1 周Insightful