InackGuardWhy possible matches happen
Sanctions lists are written by governments for legal effect, not for easy searching. A listing may carry several spellings of a name, a few aliases, partial dates of birth and an approximate place. Your customer, meanwhile, typed their name into a form, perhaps without accents, perhaps with a middle name, perhaps in a different order.
Screening tools bridge that gap with fuzzy matching: they compare the name you have with every name and alias on the lists and score how close they are. A score is not a verdict. It is a measure of similarity that tells you where a person needs to look.
Most possible matches turn out to be someone else. That is normal and expected. The goal of a good process is not to avoid possible matches, but to resolve them quickly, consistently and with a record of why.
Strong, possible and weak
Most tools group results into tiers. The names differ, but the logic is similar:
Tiers let you put your effort where it matters. If every result looks the same, reviewers either drown or start clearing things without looking.
The details that settle it
When a possible match comes up, compare the identifying details on the listing with what you know about your customer:
One strong conflicting detail, like a clearly different date of birth, is usually enough to clear a possible match, provided you record it. One strong supporting detail, such as an identical passport number, moves it toward a confirmed match.
When you cannot tell
Sometimes the listing has too little detail and your file has too little information. In that case, do not guess. Ask the customer for what you need: date of birth, a copy of an identity document, a registration certificate or an explanation of ownership. Pause the onboarding or payment until you have it.
If you still cannot rule the match out, escalate to whoever owns sanctions decisions in your organisation. Many firms use a second reviewer for anything that is not clearly cleared, so that no single person makes a high-stakes call alone.
What to do with a confirmed match
A confirmed match on a sanctions list is serious. The exact obligations depend on the country and the list, but they commonly include:
Your written procedure should say who does each of these, and how quickly. If you do not have one, write it before you need it.
Recording the decision
The decision is only half the job. The other half is being able to show it later. For every possible match, keep:
An examiner or partner bank will ask how you cleared a match months after the fact. A record made at the time, and sealed so it cannot be changed, answers that question in minutes.
Keeping the noise down
High false-alert rates are the most common complaint about screening. A few practices help:
A worked example
A payments company onboards Elena Petrova, born 14 March 1991, living in Lisbon. Screening returns a possible match at 88% to a listed Yelena Petrova, born 1958, nationality given as another country, listed for her role in a sanctioned company.
The reviewer compares: the name is a common transliteration variant, but the listed date of birth is 33 years earlier, the nationality differs and nothing links the customer to the sanctioned company. One strong conflict, the date of birth, is enough. The reviewer marks the match as not a match, records the reason and moves on in under two minutes.
Now change one detail: the customer gave no date of birth. The reviewer cannot rule the match out, so asks for an identity document and pauses onboarding. The document arrives the next day, shows 1991, and the match is cleared with the document attached to the record.
Checklist for reviewers
Questions people ask
Can we clear a possible match on name alone? Rarely. A different name spelling is weak evidence, because transliteration produces many valid spellings. Look for a conflicting date of birth, country or entity type before clearing.
What if the customer refuses to give a date of birth? Treat the refusal as information. Many firms decline to proceed when a possible sanctions match cannot be resolved, and record why.
Should we screen owners and directors as well? For business customers, yes. A company can be clean while the person who controls it is listed, and many regimes treat companies owned or controlled by listed persons as restricted too.
A simple procedure you can adopt
Write the steps down so every reviewer follows the same path. A short procedure might read:
Review a sample of cleared matches each month. If reviewers clear similar matches for different reasons, tighten the guidance.
Key terms
Summary
Possible matches are a normal part of screening, not a sign that something is wrong. What matters is how quickly and consistently you resolve them, and whether you can show later how you did it. Collect date of birth and country at onboarding, read why each match was raised, compare the identifying details, and ask when you cannot tell.