AML checks are the controls a regulated business uses to stop its services being used for money laundering or terrorist financing. KYC verification, short for “know your customer”, is the part of that work where you confirm who a customer is and understand what they do. KYC checks happen mostly at onboarding, while AML runs for the whole relationship. Both are legal obligations for regulated firms, and doing them well is mostly a matter of process and evidence.
This guide explains the pieces in plain terms, what Maltese firms face, and where AI is useful. If you want the compliance workflows themselves, see our AML compliance automations.
What is AML, and what is KYC verification?
AML (anti-money laundering) is the full set of policies, controls and reporting duties that a regulated firm must have. KYC is one component of it. Think of KYC as the front door: who are you, are you who you say you are, and what are you here to do. AML is the whole building: customer risk assessment, monitoring, sanctions screening, record keeping, staff training and reporting suspicious activity.
“What is KYC verification” usually means the identity step: collecting an ID document and proof of address, checking they are genuine, and matching the document to the person. That is a necessary part, though not the whole of KYC compliance.
What do AML and KYC checks involve?
The usual building blocks are:
- Identity verification. Collect and verify ID, confirm the person matches it (often by a selfie or liveness check), and verify address where required. For companies, identify the entity and its beneficial owners.
- Customer due diligence (CDD). Understand the customer, the purpose of the relationship and the expected activity, and assign a risk rating.
- Enhanced due diligence (EDD). Extra checks for higher-risk customers, such as politically exposed persons, high-risk jurisdictions or unusual structures.
- PEP and sanctions screening. Check customers and related parties against lists of politically exposed persons and sanctions lists, at onboarding and again when lists change.
- Source of funds and source of wealth. Establish where the money comes from, supported by documents when risk calls for it.
- Ongoing monitoring. Watch transactions and periodically review customer files.
- Reporting. Escalate and report suspicious activity to the relevant authority.
KYC checks vs AML checks: the difference
| KYC | AML | |
|---|---|---|
| Question | Who is this customer? | Is this activity suspicious? |
| When | Mostly onboarding, then periodic refresh | Continuous |
| Output | Verified identity and risk rating | Alerts, investigations, reports |
| Examples | ID check, CDD, EDD | Transaction monitoring, sanctions screening, SAR/STR filing |
Sanctions screening
Sanctions screening compares customer names, owners and sometimes payment counterparties against lists published by bodies such as the EU, UN and others. Names are messy, so screening produces many partial matches that a human has to clear: a common surname, a transliteration difference, a different date of birth. The control is only as good as the list coverage, the matching logic and the way false positives are documented and closed.
Transaction monitoring systems
Anti-money-laundering transaction monitoring looks for patterns that do not fit a customer’s profile: structuring, sudden spikes, rapid in-and-out movement, unusual jurisdictions. Transaction monitoring systems apply rules and, increasingly, statistical or machine-learning models, and generate alerts. The common problem is volume. Most alerts turn out to be benign, so analysts spend their time on triage. Our AML transaction monitoring alert triage automation targets that stage.
What regulated firms in Malta deal with
In Malta, AML obligations for most regulated sectors fall under the Prevention of Money Laundering and Funding of Terrorism Regulations, and the Financial Intelligence Analysis Unit (FIAU) is the body that issues guidance and supervises compliance, with suspicious transaction reports going to it. Gaming operators also deal with the Malta Gaming Authority (MGA), which licenses them and expects AML controls as part of that licence. Financial services firms have the Malta Financial Services Authority (MFSA) as licensing authority. The detail varies by sector and changes over time, so confirm current requirements with your compliance officer or adviser.
For gaming specifically, see our guide to KYC automation for iGaming in Malta and the iGaming industry page.
Where AI helps in AML and KYC
AI is useful at the document-heavy and volume-heavy steps:
- Document checks. Extract fields from passports and ID cards, check for tampering or expiry, and compare against what the customer typed. See KYC document verification for player onboarding.
- Chasing missing documents. Draft requests when a document is blurry or out of date, as in KYC document resubmission request drafting.
- Source of funds. Read bank statements and payslips and summarise the evidence for an analyst, as in source of funds and wealth verification.
- Alert triage. Group related alerts, pull context together and rank them so analysts start with the most likely.
- Screening match review. Pre-assess partial name matches by comparing dates of birth, nationality and other identifiers.
Where AI must not decide alone
Decisions to onboard or reject a customer, to apply EDD, to clear a sanctions match, or to file a suspicious activity report belong to a named person, typically the MLRO (money laundering reporting officer). AI should prepare evidence and a recommendation and leave a clear audit trail. Rejecting customers automatically also has fairness and data protection implications under GDPR’s rules on automated decisions, so keep a human review step. Tipping off, meaning telling a customer they are the subject of a report, is a serious matter, so any automated customer communication must be designed carefully.
Where AML and KYC processes fail
- Stale files. Risk ratings never refreshed after onboarding.
- Screening only at onboarding. Lists change, customers become PEPs.
- Alert backlogs. Alerts age out with no documented decision.
- Weak evidence. The decision was right, but nobody recorded why.
- Inconsistent standards. Different analysts clear the same kind of alert differently.
- Poor data. Names and dates entered in different formats, so matching fails.
Frequently asked questions
What are AML checks?
They are the checks a regulated firm runs to detect and prevent money laundering: verifying identity, assessing risk, screening against sanctions and PEP lists, monitoring transactions and reporting suspicious activity.
What is KYC verification?
It is confirming a customer is who they claim to be, typically by checking an ID document and often a liveness check, then understanding the purpose of the relationship.
Is KYC the same as AML?
No. KYC is one part of AML. AML also covers monitoring, screening, record keeping and reporting.
How often should KYC be refreshed?
It depends on the customer’s risk rating and your regulator’s expectations. Higher-risk customers are reviewed more often, and events such as a change of ownership can trigger a review.
Where Automata fits
We build ready-made automations for the repetitive parts of compliance work: document extraction and checks, source of funds summaries, alert triage and case file preparation, all designed so a compliance officer reviews and decides. You can see the full set in our AML compliance automations. Nothing we build replaces your MLRO, and we do not offer legal advice. If you work with a specific screening or case management tool, tell us and we will say what is possible.
To talk through your process, get in touch.