Your AML programme needs a feedback loop

The strongest compliance programmes are not static. They learn from the matters, questions and near-misses happening inside the firm.

When firms were preparing for the commencement of the new AML obligations, the natural focus was on building the programme: policies, procedures, risk assessments, training, systems and governance.

Once that work is complete, it can be tempting to treat the programme as finished. It is not.

An AML programme should be a living framework. It needs to respond to the way clients behave, the types of matters the firm is handling, the questions staff are asking and the weaknesses identified through reviews and audits.

In other words, it needs a feedback loop. The good news is that firms are already generating the information they need. The challenge is making sure someone is looking at it.

Start with the questions your team keeps asking

Repeated questions are data. If several people are asking how to deal with gifted funds, that may indicate that the existing guidance is not clear enough. If practitioners are repeatedly unsure whether a particular scenario requires enhanced due diligence, the training may need a practical example. If staff are asking the same source of funds question in different ways, there may be an opportunity to create a standard approach.

The AML Compliance Officer should not view these questions as evidence that the programme has failed. They are one of the best ways to see where it needs to evolve.

This is also why access to practical support matters. Sometimes the answer to an AML question is clear. Sometimes the circumstances sit in a grey area and the team needs help thinking through the risk.

Use file reviews to spot patterns

Individual file errors matter, but patterns matter more. If one file contains a weak rationale for a risk rating, that may be a coaching opportunity. If the same problem appears across ten files, it is probably a process issue.

Regular file sampling can help identify whether client due diligence is being completed consistently, whether supporting evidence matches the information recorded and whether higher-risk matters are being recognised.

It can also reveal areas where the firm may be doing too much. Over-compliance creates its own problems. Asking every client for the same volume of information regardless of risk can frustrate clients, consume staff time and make genuinely important issues harder to identify.

The goal is not maximum documentation. It is proportionate, risk-based compliance.

Pay attention to friction

Friction is one of the most useful signals in any operational process.

• Where are matters being delayed?

• Which questions are clients struggling to answer?

• What parts of the workflow are staff bypassing?

• Are people duplicating information across systems?

• Does an AML step routinely happen later in the matter than intended?

These issues matter because a process that is too difficult to follow is less likely to be followed consistently. That does not mean removing important controls to make life easier. It means looking at whether the control can be delivered more effectively.

Sometimes the answer is better technology. Sometimes it is a clearer template, a shorter form, more targeted training or a simple change to when information is collected.

Turn incidents and near-misses into improvements

A matter does not need to become a serious compliance problem before the firm learns from it. Near-misses can be incredibly valuable. Perhaps a payment from an unexpected third party was identified late. Maybe a complex ownership structure was initially misunderstood. Perhaps a matter progressed further than it should have while information remained outstanding.

Once the immediate issue is resolved, ask a second question: what would make this less likely to happen again?

The answer might involve changing a procedure, improving a system prompt, updating training or clarifying who is responsible for escalation. That small improvement then strengthens every future matter.

Create a rhythm for review

Feedback loops work best when they are deliberate. Firms should establish a regular rhythm for reviewing AML performance rather than waiting until a formal independent evaluation is due. The exact approach will depend on the size and risk profile of the practice, but it might include periodic file sampling, staff feedback, review of escalations, analysis of recurring questions and updates to policies and training.

The important thing is that AML performance is discussed as an ongoing operational issue.

AML Sorted’s post-implementation support is built around this principle. Our audit service helps firms assess how their programme is operating in practice, while Ask AMLS gives teams access to experienced support when a question does not have a neat answer.

The firms that manage AML well will not be the ones that wrote a programme once and left it alone. They will be the ones that keep learning from what happens next.

Need practical help making AML work in your firm? Speak to AML Sorted. Reach out to us at hello@amlsorted.com and let's have a chat.