AML Training for Bank Employees: What Regulators Expect and How to Cover It

Money tied to crime has to be made to look legitimate, and that usually means moving it through a bank at some point. That puts banks on the front line of catching it, and much of that work is done by people rather than systems. A teller notices someone breaking one large cash deposit into several smaller ones. A new-account officer gets an uneasy feeling about who really owns a company. Those judgment calls are where laundering gets caught or slips through. The law reflects that, which is why it does not leave AML training to each bank's discretion. It lists an ongoing employee training program as a required part of every AML program, right next to internal controls, a compliance officer, and an independent audit.

None of this is getting easier. Regulators keep bringing enforcement actions over deficient BSA/AML programs, and in 2026 the rules themselves are changing. Treat the annual AML course as a box to check, and the bank comes up short in 2 places at once. Its people cannot reliably flag what they are supposed to report, and an examiner turns up a gap in a program the law requires. Getting the training right is how a bank stays clear of both.

What Regulators Expect From AML Training

The requirement starts in the statute itself. Under 31 U.S.C. 5318(h), every financial institution has to establish an anti-money laundering and countering the financing of terrorism program, and the law spells out the 4 things the program must contain, at a minimum: internal policies, procedures, and controls; a designated compliance officer; an ongoing employee training program; and an independent audit function to test the program. Training is 1 of those 4, required by law.

What the statute does not do is say what good training looks like. That part comes from how banks get examined. The FFIEC BSA/AML Examination Manual, the playbook the federal banking agencies examine from, is where the expectations live. Training should reach the personnel whose duties require knowledge of the rules, be tailored to each person's specific responsibilities, keep up with changes to regulatory requirements, and be documented, down to attendance records and any failure to complete it on time. An examiner who finds untrained staff opening accounts, or no proof the training ever happened, has found a weakness in a program the bank is legally required to run.

The content itself is not a mystery. Staff learn how laundering usually moves through a bank: the familiar arc of placement, layering, and integration. They also learn the bank's own duties, from customer due diligence to filing a suspicious activity report. The aim is plain enough: the person at the counter, or the one watching the monitoring screen, can see the risk for what it is and know the next step.

Who Needs AML Training and What It Should Cover

One AML course for the whole bank does not work, and examiners do not expect one. The manual says training should be tailored to each person's specific responsibilities, and it gives examples: training for tellers should focus on large currency transactions and suspicious activity, and training for the loan department should cover money laundering through lending arrangements.

The common thread is that each group learns the part of the rules it touches. Run a single generic session for a teller and a compliance officer alike, and it satisfies no one: not the examiner, and not the branch that needs people who can act on what they see.

What Is Changing in AML Rules in 2026

Training only helps if it matches the current rulebook, and in 2026 the rulebook is moving. Material written a year ago can already be teaching staff a version of the requirements that is being rewritten underneath them.

For training, 2 things follow. Both rulemakings are still proposals, with the comment period closed in June 2026, so a bank has to watch them without teaching them as though they were settled law. The beneficial-ownership relief is already in force, and it changes how front-line staff handle a returning legal entity customer, exactly the kind of shift that needs to reach the people at the desk. Keep the training current as the rules move, and staff stop working from a version that no longer applies.

What Weak AML Training Costs

The cost of getting this wrong shows up in the enforcement record. In May 2026, the Office of the Comptroller of the Currency issued a consent order against Community Federal Savings Bank, Woodhaven, New York, for deficiencies in its BSA/AML compliance program that resulted in violations of law or regulation, including a program violation under 12 CFR 21.21 and a suspicious activity reporting violation under 12 CFR 163.180(d).

Training is 1 of the 4 elements an examiner assesses, which is how a training problem becomes a program finding. Staff who cannot recognize a reportable pattern do not escalate it, the report never gets filed, and the missing filing is what the examiner sees. It costs far less to train the right people and keep the record than to explain to a regulator why the training never happened.

What Effective AML Training Looks Like

Examiners have all but written the checklist already. Training that holds up reaches the right people, fits the role, stays current, and leaves a paper trail. What that looks like in practice:

• Match the training to the job: A teller, a new-account officer, and a compliance analyst touch different parts of the rules, so the training they receive should reflect what they do.
• Update it when the rules change: AML requirements are moving in 2026, and training written for the old framework can teach the wrong thing.
• Refresh it on a schedule: Knowledge fades, staff change roles, and a one-time session does not keep a workforce current.
• Keep the records: When an examiner asks who was trained, on what, and when, the answer has to be on file rather than in memory.

How KnowledgeCity Helps Banks Train Staff on AML

Everything above is the standard. Meeting it week after week, across every role and every rule change, is the harder part.

KC Library, in the KnowledgeCity Learn suite, gives a bank a ready source of course material. Its Finance category covers filing suspicious activity reports that meet anti-money laundering rules and detecting fraud in bank transactions from behavioral warning signs, with retail banking among its subcategories, so a compliance team is not writing those courses itself. Because the courses are on demand, a bank can send a teller, a new-account officer, and a BSA analyst to different material rather than the same course for everyone, and it can reach people across branches and shifts without taking a whole team off the floor at once.

KC LMS turns that content into a program built the way examiners expect. Rule-based recurring assignments go out by role, location, or hire date, so the annual refresher reassigns itself, a new hire is enrolled on their start date, and nobody rebuilds the list by hand each year. When a requirement changes, the updated training goes out the same way. Every completion lands in an audit-ready record of who was trained, on what, and when, the kind of documentation the manual says should be available for examiner review.

The bank keeps the judgment calls, deciding which staff need which training and how the program is run. What KnowledgeCity adds is the material, the delivery, and the proof behind both.

Frequently Asked Questions

1. Does the law require banks to train staff on AML?

Yes. Under 31 U.S.C. 5318(h), every financial institution has to maintain an anti-money laundering program, and an ongoing employee training program is one of the required elements the law names, alongside internal policies, procedures, and controls; a designated compliance officer; and an independent audit function. On top of the statute, the FFIEC BSA/AML Examination Manual sets out what examiners expect the training to look like, so AML training is both a legal requirement and a supervisory expectation.

2. Which bank employees need AML training?

Anyone whose duties require knowledge of the rules. That includes tellers and front-line staff who handle transactions, new-account and lending staff who verify customers and beneficial owners, BSA and compliance staff who file suspicious activity reports and monitor the program, and the managers and board members who oversee it. Because each group touches a different part of the rules, examiners expect the training to be tailored to the role rather than delivered as a single generic session for everyone.

3. What is changing in AML rules in 2026?

On April 10, 2026, FinCEN and the federal banking agencies published proposed rules that would reform how institutions build and run their AML/CFT programs, including a risk assessment process that takes account of FinCEN's national priorities. Those proposals are still moving through the rulemaking process. Separately, FinCEN issued an order in February 2026 removing the requirement to identify and verify a legal entity customer's beneficial owners at every new account opening. Banks have to track the proposed changes, update training as those changes take effect, and reflect the relief that is already in force.

4. How often should banks provide AML training?

There is no single interval fixed in the statute, but examiners expect training to be periodic and current, which in practice means a regular refresh rather than a one-time session. Annual training is common practice, with new hires assigned when they start and the material updated whenever the rules change. Keeping a record of each round is part of meeting the expectation, since a bank has to be able to show who was trained and when.

References

1. United States Code. 31 U.S.C. 5318(h), Anti-Money Laundering Programs.
2. Federal Financial Institutions Examination Council. BSA/AML Examination Manual, BSA/AML Training.
3. Financial Crimes Enforcement Network. Anti-Money Laundering and Countering the Financing of Terrorism Programs, Notice of Proposed Rulemaking.
4. Office of the Comptroller of the Currency. Bulletin 2026-11, Anti-Money Laundering and Countering the Financing of Terrorism Program Requirements.
5. Office of the Comptroller of the Currency, Federal Deposit Insurance Corporation, and National Credit Union Administration. Anti-Money Laundering and Countering the Financing of Terrorism Programs, Notice of Proposed Rulemaking.
6. Financial Crimes Enforcement Network. Exceptive Relief from Requirement to Identify and Verify Beneficial Owners, FIN-2026-R001.
7. Office of the Comptroller of the Currency. OCC Announces Enforcement Actions for May 2026, News Release 2026-40.