Check references on incoming payments for mule signs
UK rules. Reads each incoming payment reference against the account's purpose for scam stories and money passed on. One reference never freezes an account.
Try it on this example
Payment reference as received: TRADING ACC TOPUP 2291
Payer name as received: R J HALLORAN
Receiving account: type, how long it has been open, and the use declared at opening
- Is there enough in the payment reference to tell what the payer says the payment is for?Yes92%
- Which scam story, if any, does the payment reference most resemble?Investment99%
- Does the payment reference show someone else telling the payer what to do or write for this payment?Unsure41% yes
- Does the payment reference describe payment for goods, services, an invoice or an investment, arriving in a personal account?Yes94%
- Does the payment the reference describes fit the use declared for the receiving account?Does not fit100%
- Does the payment reference suggest the money is being passed on for someone else, or is a fee for passing money on?No91%
- Does the payment reference accuse the recipient of a scam or theft, or demand money back?No93%
- How strongly does the payment reference suggest the money comes from a scam or is being moved through the account?Clear90%
- What should the financial crime team do with this payment's receiving account?Send to an analyst now89%
These are real answers stored from one run on this example.
The prism behind it
Check references on incoming payments for mule signs
Fields
- Payment reference as received
- Payer name as received
- Receiving account: type, how long it has been open, and the use declared at opening
Context
These are payments arriving by bank transfer into personal and business accounts held with a UK bank. Each incoming payment is read on arrival: the reference and the payer name as the sending bank passed them on, and our code's summary of the receiving account. Under the UK rules on authorised push payment (APP) scams, the sending and the receiving firm share the cost of reimbursing a victim, so money arriving into a mule account we hold is our cost too. A money mule account receives money from scam victims or other criminals and passes it on. Victims often type the reference themselves, as the scammer told them: a deposit for a flat, an item bought online, an invoice, a trading top-up, or words from a safe account story. The scam stories the fraud team works with: bank or police impersonation, other impersonation, investment, romance, purchase from a stranger, invoice or bank detail change, advance fee, job or task scams, and a relative on a new number. An ordinary-looking reference proves little: people sell their own things, share bills and pay private landlords every day. These answers add to the account's monitoring and can send it to a financial crime analyst. They never freeze an account, return a payment or make a report on their own; an analyst decides. How many payments arrive, from how many payers, how fast money leaves, and whether any name matches the account holder are worked out by code. Never treat a payer name, or a name in a reference, as a sign because of the nationality, ethnicity or origin it may suggest.
Questions
Is there enough in the payment reference to tell what the payer says the payment is for? Yes / No
A few words are enough when they name a purpose. Yes: The reference says what the payment is for, even briefly, such as "iphone 15" or "deposit flat 2". No: The reference is empty, a name, a number on its own, or a word like "payment" or "thanks".
Which scam story, if any, does the payment reference most resemble? Choice
Pick the one scam story named in the context that the reference most resembles. A few words can fit a story: "deposit flat 2" fits a purchase from a stranger. Choose No scam story when the reference describes an ordinary payment such as a share of a bill, a gift or wages.
Does the payment reference show someone else telling the payer what to do or write for this payment? Yes / No
Count "as instructed", "as advised", "per agent", "as agreed with the adviser", "safe account" and "for release", and a reference that repeats a phrase the payer was plainly given. Yes: The reference shows the payer was told to make the payment or what to write. No: The reference reads as the payer's own words about their own payment.
Does the payment reference describe payment for goods, services, an invoice or an investment, arriving in a personal account? Yes / No
Use the account type in the account profile. Count an invoice or order number, a booking, a trading or investment top-up, and goods described as bought. One sale of a personal item, such as "for the bike", counts too; code looks at how many such payments arrive. Yes: The reference describes paying for goods, services, an invoice or an investment, and the account is a personal one. No: The reference describes a personal payment, such as a gift or a share of a bill, or the account is a business account.
Does the payment the reference describes fit the use declared for the receiving account? Choice
Compare what the reference says the payment is for with the use the customer declared when opening the account, as the account profile gives it.
Does the payment reference suggest the money is being passed on for someone else, or is a fee for passing money on? Yes / No
Count "for transfer", "send on", "pass to", "your cut", "commission", "for using your account", and a reference naming a third person the money is for. A payment that only seems out of place for the account is the declared use question. Yes: The reference suggests the money is to be moved on for someone else, or pays for doing so. No: The reference says nothing of this kind.
Does the payment reference accuse the recipient of a scam or theft, or demand money back? Yes / No
Count "scammer", "thief", "you stole", "return my money", "refund now" and similar words written to the recipient. Yes: The reference accuses the recipient or demands the money back. No: The reference does neither.
How strongly does the payment reference suggest the money comes from a scam or is being moved through the account? Scale
Rate the reference, the payer name and the account profile together. Rate the words, not the people and not the amount.
What should the financial crime team do with this payment's receiving account? Choice
Suggest a step for the team. A scam story, or a payment that plainly does not fit the account, is Send to an analyst, even from one reference. None of these steps freezes an account, returns a payment or makes a report; an analyst decides that.
Lens columns
enough_information, enough_information_probability, scam_story, scam_story_probability, someone_directing, someone_directing_probability, trading_into_personal, trading_into_personal_probability, fits_account_use, fits_account_use_probability, mule_signals, mule_signals_probability, accuses_recipient, accuses_recipient_probability, signal_strength, signal_strength_average, suggested_step, suggested_step_probability
Run it on your own text
Add this prism in the app, change any question, and test it on a file of your own.