The Key to Better AML Tools With Fraud Detection

The Key to Better AML Tools With Fraud Detection

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by Tamas Kadar

Financial institutions must ensure they don’t accidentally help criminals. But which anti-money laundering or AML tool should they use?

The last thing you want to do, as a business, is accidentally support money laundering. The funds may come from organized crime, prostitution rings, human trafficking, or terrorism. And ethics aside, you could land your entire organization into hot waters due to crippling AML, or anti-money laundering fines.

But what do we call anti-money laundering exactly? is it a KYC process? And what kind of AML solutions should you put in place within your company? Let’s find out.

The Basics of Money Laundering

Criminals who acquire money through illegal means want to ensure the funds cannot be traced back to them. The process, known as money laundering, usually involves running the money through a legitimate business. It can be a cash-based brick and mortar shop, or an online operation. 

There are three steps involved in money laundering:

AML Placement icon

Placement: where the dirty money is placed into the legitimate financial system

AML PLayering icon

Layering: where the money is concealed through transactions and bookkeeping tricks

AML integration icon

Integration: the money is now laundered, and withdrawn from a legitimate account by criminals.


What is AML (Anti Money Laundering)?

To combat money laundering, businesses in the financial sector must comply with a certain number of laws and regulations. The Financial Action Task Force (FATF), founded in 1989, was the first organization whose mission was to set up guidelines on how to help AML and regulatory compliance.

After the 9/11 attacks, AML laws also began targeting terrorist financing, and these days, there are mounting regulations from the FATF, as well as the IMF (International Monetary Fund) for screening and reporting suspicious activities.

These organizations deploy AML compliance officers, who are appointed to check that anti money laundering laws are respected. The guidelines are regularly updated and found on the FATF site.

Ultimately, the goal is to return the funds to their rightful owners. An AML investigation may help trace the money back to a victim of robbery or embezzlement, for instance, and businesses who became accomplices to criminals, either willingly or accidentally, have to pay hefty fines.

What Are the 5 Pillars of AML?

Whether you are a crypto exchange, a neobank or a traditional financial institution, it’s your duty to be aware of, and to follow AML regulations. 

And while there are different levels depending on your vertical, the core rules to follow include:

  • AML holding period: a recommendation that funds deposited in an account must be held for a minimum of five trading days.
  • Reporting suspicious activity: businesses must monitor customer deposits and transactions. Large sums, especially those exceeding $10,000 must be given extra attention, by verifying their origin.
  • Educating about AML: the responsibility of letting customers know about AML laws falls on the shoulders of the business.
  • Logging financial information: businesses must keep extensive records, which can be used to investigate suspicious financial transactions.
  • Customer due diligence: knowing who your customers are through extensive KYC checks is also the business’ responsibility.

Do You Really Know Your Customer?

Risk assessment is a broad term, which encompasses any effort to calculate how likely a customer is to break laws in the future. It is one of the pillars of an AML check, but it’s not enough to know a customer.

Which is why KYC, or Know Your Customer, is a series of checks that can also help gather information about your users’ identity. It’s a mandatory process for financial institutions, and can also help with AML, when it’s used specifically to prevent terrorism financing and other financial crimes. 

Hefty Fines for Non-Compliance

The year 2020 set a record for global anti-money laundering fines. Authorities handed out around $706M, topping the previous year’s record of $444M. 

The fact that AML fines keep rising year on year points to the challenges faced by financial organizations. Despite increasing efforts and investment, large banks are still unwillingly helping financial crime, as shown with the largest money-laundering scandal of Danske Bank in 2018.

What is An AML Tool?

Put simply: any piece of software or hardware that will help you gather relevant data and present it to authorities if need be. You can also set your tool to prevent suspicious accounts, transactions, and movements of money if you suspect they may endanger your AML compliance.

The Challenges of AML Solutions

The main challenge, however, isn't necessarily in deploying the right team of resources to prevent money laundering. It's about the friction that these check create for customers. Click To Tweet

The biggest controversy surrounding AML is whether it’s effective at all. While heavy fines are so large that they destroy a business, there is little evidence that the current approach helps to catch terrorists, criminals or insiders who abuse the financial system.

And still, financial institutions must employ sizable teams of staff and consultants to help with transaction monitoring, even when it’s automated. 

The main challenge, however, isn’t necessarily in deploying the right team of resources to prevent money laundering. It’s about the friction that these checks create for customers. 

This is particularly damaging for neobanks, whose entire business model relies on a quick and painless onboarding via mobile or desktop. Throw in too many ID verifications and questions, and your potential customers might just turn elsewhere.

It doesn’t matter if you use in-house tools or third party companies like Onfido (as does Revolut): the AML solution is stacked on top of already heavy regulations regarding customers’ identity in the form of KYC or PEP and Sanctions checks.

Can You Trust Your AML Solution Data?

Another constant worry: what if you are diligent in your AML checks, but accidentally miss some falsified information? Many developing countries don’t have bureaus for ID information to reliably perform checks with.

Real criminals, moreover, have every incentive to hide their IDs from you. And there is no shortage of options for them to build fake profiles.

AML Criminals acquire stolen ID scans from the deep web icon

Criminals acquire stolen ID scans from the deep web.

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They open bank or neobank accounts as “drops”.

AML Chey deposit money in these accounts, and withdraw to P2P money transfer apps or crypto exchanges icon

They deposit money in these accounts, and withdraw to P2P money transfer apps or crypto exchanges.

The funds are “tumbled”, i.e. moved across multiple accounts so they become untraceable.

Understanding these steps helps to highlight where the challenge lies for financial institutions. The onboarding stage, where you collect all your customer information, is the stage where money launderers will work the hardest to fool you. 

This brings us to the topic of AML tools you can put in place within your organization. 

What Connects AML and Fraud Detection?

Essentially, AML compliance and fraud detection efforts require the same checks. You must ensure you can confirm your user’s identity, and flag any suspicious activity, both at the onboarding and transaction stage (deposits and withdrawals). 

This is why a continuous detection solution like SEON’s can help simultaneously with anti fraud, and anti money laundering.

Onboarding Fake, Stolen and Synthetic IDs

Whether you’re a traditional financial institution, a neobank or a crypto exchange, the onboarding process is where you’ll need to be smart about checking data. And it’s also your duty to go above and beyond the obligatory KYC regulations. 

There are two core fraudulent types of users you want to flag as soon as possible: Stolen IDs bought in bulk on the darknet. They come from data breaches, sometimes advertised as full packages designed to open online bank accounts. Fraudsters also go to great lengths to acquire personal data via phishing, fake job openings or plain old hacking.

If you want a drop account, you also have the option to purchase one pre-created neobank account for your fraudulent needs. Just find one on the darknet, and buy the login details from a seller.

stolen identification, bank data and sim card on the dark web marketplace with may try to fool your AML fraud detection

Synthetic IDs, meanwhile, combine real and fake personal data. For instance, fraudsters often use stolen ID details from children with clean credit records and use them for loan fraud. With real credit information, it’s extremely easy to create fake IDs using templates designed to fool modern credit scoring. You can even find online services that specialize in photoshop editing for ID fakes and 2FA verification.

payday loan fraud buy photoshop id

How to Screen For Bad IDs

We’ve already extensively covered how SEON’s tools like digital footprint analysis, data enrichment and dynamic friction can help, especially in the context of onboarding users with zero friction. 

But it’s worth noting here that a key element of improving your AML compliance checks is to look at user behaviour.  And this is something an experienced risk team can do, but it’s also possible to automate the process with certain risk management rules.

Put simply, a fraud management engine will be monitoring and logging all user activity on your platform. And it’s up to you to feed that data through certain rules, to see if the activity looks suspicious or not.

This is what we call velocity rules: or rules that look at a customer’s actions over time. For instance, this is what could increase the risk factor, and alert you that AML tools should be deployed:

  • A user logs in from different geolocation and device and starts withdrawing large sums of money.
  • A new user transfers hundreds of small sums to their account and withdraws them in bulk.
  • Money seems to be deposited and withdrawn too quickly 
  • Someone is logging in multiple times from a risky ip geolocation pointing to the Cayman Islands.

Use Case: How a Client Uses SEON as an AML Tool

One of our clients, a leading crypto exchange, uses our SEON like they would an AML solution. How? Via a smart Slack integration.

SEON monitors every user action on their platform, and the exchange has set up a custom rule in the Scoring Engine that is triggered when a customer deposits more than 2500€. The transaction is automatically paused, and the team receives a notification directly in Slack, so they can immediately act by asking further questions or performing a manual review.

Combining Anti Fraud, AML and KYC in One 

One of the main challenges of AML tools is that financial institutions believe they need to multiply their hiring of specialists. This can be costly and overwhelming and doesn’t necessarily work at scale, as it could multiply false positives.

But in fact, there is a lot of risk-based passive monitoring you can do using a powerful anti-fraud tool. Analyzing large amounts of data and user behaviour at scale is something these tools are particularly adept at doing. 

And while an AML solution cannot replace a formal investigation, it can certainly help you ensure that fraudsters, criminals and money launderers don’t set foot on your site in the first place. 

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Tamas Kadar

Tamas is the founder and CEO of SEON and an expert in all the technological aspects of fraud prevention.

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