Retail and Commercial Banking

AML Judgment Gap Report · Full findings

Retail and Commercial Banking

17 September 2026 · 14 participants · 23 cases each · 322 runs · September cohort

This is a specimen. The cases, the weights, the methods and the sources are real, and are what your team would sit and what your own report would cite. The scores are invented, for a hypothetical cohort of 14 people. A real report carries your own results and nothing else.

15/68Material gapsHalf or fewer detected

Your team detects 15 of the 68 money laundering methods that apply to this sector. 15 need action, and 5 of those are rarely covered by standard training.

2 of these are urgent. Your team was tested on them and missed them.

Detected 15Partial 38Missed 15

Your assessment is 23 cases, not one. Each covers a different part of your exposure, and the appendix shows how many of your 68 methods each one carries. Measured against the methods that apply to this sector, not against other firms.

Since the last sitting

September cohort against March cohort. Your team detected 14 methods then and 15 now. 14 went backwards.

12 closed22 improved14 declined20 unchanged
MethodMarch cohort to September cohortMovement
Bulk Cash Smuggling and Cash Couriers
80%Detected57%Partial
Declined
Engineered Litigation and Court-Ordered SettlementRarely trained
94%Detected77%Partial
Declined
Gambling and Betting Channel Misuse
80%Detected63%Partial
Declined
Ghost Companies: struck off but still transactingRarely trained
94%Detected77%Partial
Declined
Hawala and Informal Value Transfer
80%Detected57%Partial
Declined
Legal and Accountancy Client Account Misuse
94%Detected77%Partial
Declined
Loan-Back ArrangementsRarely trained
94%Detected84%Detected
Declined
Money Mule Networks and Recruitment
80%Detected63%Partial
Declined
Mortgage and Property Finance Fraud
94%Detected77%Partial
Declined
Mule Collection and Threshold Consolidation
94%Detected79%Partial
Declined
Necrofinance: dead directors and zombie accountsRarely trained
94%Detected83%Detected
Declined
Nested Payment Institutions
94%Detected79%Partial
Declined
Real Estate: engineered foreclosure and retained controlRarely trained
94%Detected77%Partial
Declined
Turnover Inconsistency Against a Physical Measure
94%Detected84%Detected
Declined
AI-Fabricated Corporate PresenceRarely trained
46%Missed57%Partial
Improved
Child Sexual Exploitation Payment PatternsRarely trained
20%Missed36%Missed
Improved
Correspondent Banking and Nested Downstream AccessRarely trained
47%Missed64%Partial
Improved
Crypto ATMs and OTC Brokers
60%Partial76%Partial
Improved
Cuckoo SmurfingRarely trained
60%Partial76%Partial
Improved
Doppelganger Accounts Across InstitutionsRarely trained
60%Partial76%Partial
Improved
Environmental Crime ProceedsRarely trained
47%Missed64%Partial
Improved
Fabricated Rental Income and Ghost Tenants
29%Missed45%Missed
Improved
Gold, Refining and Free-Trade ZonesRarely trained
47%Missed64%Partial
Improved
Guarantee Marketplaces and Criminal Service PlatformsRarely trained
60%Partial76%Partial
Improved
Human Trafficking and Modern Slavery ProceedsRarely trained
60%Partial76%Partial
Improved
Investment and Romance Scam Proceeds Infrastructure
60%Partial76%Partial
Improved
Investment Migration and Residence Schemes
29%Missed45%Missed
Improved
Migrant Smuggling Settlement
60%Partial76%Partial
Improved
Online Marketplaces and Controlled Resale
40%Missed57%Partial
Improved
Ransomware Proceeds Conversion
60%Partial76%Partial
Improved
Shadow Fleet and Maritime Sanctions EvasionRarely trained
47%Missed64%Partial
Improved
State-Actor Cyber Theft and LaunderingRarely trained
50%Missed66%Partial
Improved
Synthetic and AI-Generated Onboarding DocumentsRarely trained
46%Missed66%Partial
Improved
Terrorist Financing: small-value and fundraisingRarely trained
46%Missed63%Partial
Improved
Unhosted Wallets and Fragmented Off-Ramping
50%Missed66%Partial
Improved
Virtual IBAN MisuseRarely trained
40%Missed57%Partial
Improved
Accounts Prepared to Legitimise Falsified RecordsRarely trained
67%Partial84%Detected
Closed
Beneficial Ownership Obfuscation
67%Partial83%Detected
Closed
Bribery Conduits and Consultancy Payments
67%Partial83%Detected
Closed
Cash-Intensive Front Business
67%Partial84%Detected
Closed
Charity and Non-Profit Abuse
67%Partial84%Detected
Closed
Deepfake-Enabled Payment Instruction FraudRarely trained
67%Partial83%Detected
Closed
Insolvency as a Laundering EndpointRarely trained
67%Partial84%Detected
Closed
Insurance Product MisuseRarely trained
67%Partial83%Detected
Closed
Mini-Umbrella Company FraudRarely trained
67%Partial84%Detected
Closed
Sanctions-Evasion Ownership Restructuring
67%Partial83%Detected
Closed
Synthetic Voice Against Telephone and Callback ControlsRarely trained
67%Partial83%Detected
Closed
TCSPs and Professional Enablers
67%Partial84%Detected
Closed

What to do

For each one, ask a single question. Does the team not know the method, or do they know it and have no rule that would surface it? The first needs a briefing. The second is a control gap, and it is the more serious answer.

High
Tested and missed, on a case covering a large part of your exposure.
Medium
Tested and missed on a smaller case, or never tested on one that matters.
Low
Never tested, and a small part of your exposure.

Ordered by priority. The reason for each is printed with it, so you can disagree with the ranking.

  1. 01

    Agentic Laundering and Automated Smurfing

    High

    Your team was tested on this and missed it. It sits in The Verification Desk, which covers 9 of the 68 methods that apply to you. Training rarely covers this, so a refresher will not fix it.

    Result
    Caught 46% of the laundering customer's alerts.
    Tested by
    The Verification Desk — covers 9 of your 68 methods
    Training
    Rarely covered by standard annual refreshers
    Now · Brief

    Send the team the register entry. It has the mechanism, the signal and the sources.

    30 days · Control

    Which rule, report or alert would surface this?

    Transaction sequences with machine timing and sizing characteristics, activity that reshapes itself shortly after a control is changed, and volumes of small movements that exceed what any manual operation could sustain.

    90 days · Re-test

    Sit The Verification Desk again, on the version the team has not seen.

    OwnerTarget date
  2. 02

    Laundering and Fraud as a Service

    High

    Your team was tested on this and missed it. It sits in The Verification Desk, which covers 9 of the 68 methods that apply to you. Training rarely covers this, so a refresher will not fix it.

    Result
    Caught 46% of the laundering customer's alerts.
    Tested by
    The Verification Desk — covers 9 of your 68 methods
    Training
    Rarely covered by standard annual refreshers
    Now · Brief

    Send the team the register entry. It has the mechanism, the signal and the sources.

    30 days · Control

    Which rule, report or alert would surface this?

    The same tooling signature across customers with no other connection: identical document templates, shared device or capture characteristics, and mule accounts appearing in coordinated batches rather than individually.

    90 days · Re-test

    Sit The Verification Desk again, on the version the team has not seen.

    OwnerTarget date
  3. 03

    Capital-Flight Invoicing with Genuine Goods

    Medium

    Your team was tested on this and missed it.

    Result
    Caught 42% of the laundering customer's alerts.
    Tested by
    The Goods Chain — covers 7 of your 68 methods
    Now · Brief

    Send the team the register entry. It has the mechanism, the signal and the sources.

    30 days · Control

    Which rule, report or alert would surface this?

    Offshore receipt accounts holding balances well above production cost, cover purchases of high-value goods with no commercial logic, and settlement rates away from market.

    90 days · Re-test

    Sit The Goods Chain again, on the version the team has not seen.

    OwnerTarget date
  4. 04

    Counterfeit Goods and IP Crime Proceeds

    Medium

    Your team was tested on this and missed it.

    Result
    Caught 42% of the laundering customer's alerts.
    Tested by
    The Goods Chain — covers 7 of your 68 methods
    Now · Brief

    Send the team the register entry. It has the mechanism, the signal and the sources.

    30 days · Control

    Which rule, report or alert would surface this?

    Merchant accounts with high chargeback and dispute rates against a narrow product range, settlement to beneficiaries unrelated to the listed merchant, and rapid rotation of storefronts under the same banking relationship.

    90 days · Re-test

    Sit The Goods Chain again, on the version the team has not seen.

    OwnerTarget date
  5. 05

    Dual-Use Goods Diversion

    Medium

    Your team was tested on this and missed it.

    Result
    Caught 42% of the laundering customer's alerts.
    Tested by
    The Goods Chain — covers 7 of your 68 methods
    Now · Brief

    Send the team the register entry. It has the mechanism, the signal and the sources.

    30 days · Control

    Which rule, report or alert would surface this?

    Sudden growth in trade finance for electronics and machinery through transhipment jurisdictions, buyers incorporated after the export controls took effect, and end-user statements inconsistent with the buyer's business.

    90 days · Re-test

    Sit The Goods Chain again, on the version the team has not seen.

    OwnerTarget date
  6. 06

    High-Value Portable Goods

    Medium

    Your team was tested on this and missed it.

    Result
    Caught 42% of the laundering customer's alerts.
    Tested by
    The Goods Chain — covers 7 of your 68 methods
    Now · Brief

    Send the team the register entry. It has the mechanism, the signal and the sources.

    30 days · Control

    Which rule, report or alert would surface this?

    Dealer accounts taking third-party payments for goods delivered to someone else, part-exchange chains that never settle in cash, and customers whose purchases exceed any evidenced income.

    90 days · Re-test

    Sit The Goods Chain again, on the version the team has not seen.

    OwnerTarget date
  7. 07

    Illicit Excise Goods and Diversion

    Medium

    Your team was tested on this and missed it.

    Result
    Caught 42% of the laundering customer's alerts.
    Tested by
    The Goods Chain — covers 7 of your 68 methods
    Now · Brief

    Send the team the register entry. It has the mechanism, the signal and the sources.

    30 days · Control

    Which rule, report or alert would surface this?

    Wholesale accounts with purchase volumes inconsistent with declared duty, rapid movement of goods between connected traders, and cash takings at retail exceeding what the site can support.

    90 days · Re-test

    Sit The Goods Chain again, on the version the team has not seen.

    OwnerTarget date
  8. 08

    Mirror Transfers and Daigou Purchasing

    Medium

    Your team was tested on this and missed it. Training rarely covers this, so a refresher will not fix it.

    Result
    Caught 42% of the laundering customer's alerts.
    Tested by
    The Goods Chain — covers 7 of your 68 methods
    Training
    Rarely covered by standard annual refreshers
    Now · Brief

    Send the team the register entry. It has the mechanism, the signal and the sources.

    30 days · Control

    Which rule, report or alert would surface this?

    Card accounts repaid in cash or by unrelated third parties, purchase volumes far exceeding personal use, and paired domestic flows in two jurisdictions with no instrument connecting them.

    90 days · Re-test

    Sit The Goods Chain again, on the version the team has not seen.

    OwnerTarget date
  9. 09

    MTIC and VAT Carousel Fraud

    Medium

    Your team was tested on this and missed it.

    Result
    Caught 42% of the laundering customer's alerts.
    Tested by
    The Goods Chain — covers 7 of your 68 methods
    Now · Brief

    Send the team the register entry. It has the mechanism, the signal and the sources.

    30 days · Control

    Which rule, report or alert would surface this?

    Rapid high-value trading between newly incorporated counterparties in the same goods, payments that pass through in hours, margins too thin to support the businesses, and directors with no trading history in the sector.

    90 days · Re-test

    Sit The Goods Chain again, on the version the team has not seen.

    OwnerTarget date
  10. 10

    Mirror and Arbitrage Trading

    Medium

    Your team was tested on this and missed it.

    Result
    Caught 50% of the laundering customer's alerts.
    Tested by
    The Securities Book — covers 3 of your 68 methods
    Now · Brief

    Send the team the register entry. It has the mechanism, the signal and the sources.

    30 days · Control

    Which rule, report or alert would surface this?

    Customers whose trades consistently lose money on fees and spreads, identical baskets bought and sold across branches, and no economic rationale beyond currency conversion.

    90 days · Re-test

    Sit The Securities Book again, on the version the team has not seen.

    OwnerTarget date
  11. 11

    State-Owned Entity Exemption Abuse

    Medium

    Your team was tested on this and missed it. Training rarely covers this, so a refresher will not fix it.

    Result
    Caught 50% of the laundering customer's alerts.
    Tested by
    The Securities Book — covers 3 of your 68 methods
    Training
    Rarely covered by standard annual refreshers
    Now · Brief

    Send the team the register entry. It has the mechanism, the signal and the sources.

    30 days · Control

    Which rule, report or alert would surface this?

    Due diligence closed out on an assertion of state ownership, and transaction volumes exceeding the plausible revenue of the entity the name resembles.

    90 days · Re-test

    Sit The Securities Book again, on the version the team has not seen.

    OwnerTarget date
  12. 12

    Child Sexual Exploitation Payment Patterns

    Medium

    Your team was tested on this and missed it. Training rarely covers this, so a refresher will not fix it.

    Result
    Caught 36% of the laundering customer's alerts.
    Tested by
    The Payment Trail — covers 2 of your 68 methods
    Training
    Rarely covered by standard annual refreshers
    Now · Brief

    Send the team the register entry. It has the mechanism, the signal and the sources.

    30 days · Control

    Which rule, report or alert would surface this?

    Small repeated payments, often at unusual hours, to money transfer beneficiaries in a small number of jurisdictions with no family or trade connection to the customer; use of prepaid instruments or virtual assets by a customer with no other digital activity; and payment values clustered in narrow bands.

    90 days · Re-test

    Sit The Payment Trail again, on the version the team has not seen.

    OwnerTarget date
  13. 13

    Sport Ownership and Sponsorship

    Medium

    Your team was tested on this and missed it.

    Result
    Caught 39% of the laundering customer's alerts.
    Tested by
    The Sponsorship File — covers 2 of your 68 methods
    Now · Brief

    Send the team the register entry. It has the mechanism, the signal and the sources.

    30 days · Control

    Which rule, report or alert would surface this?

    Club funding by shareholder loan from opaque structures, sponsorship values with no commercial benchmark, agent and image-rights payments routed through unrelated jurisdictions, and transfer fees inconsistent with market.

    90 days · Re-test

    Sit The Sponsorship File again, on the version the team has not seen.

    OwnerTarget date
  14. 14

    Fabricated Rental Income and Ghost Tenants

    Medium

    Your team was tested on this and missed it.

    Result
    Caught 45% of the laundering customer's alerts.
    Tested by
    The Private Client File — covers 2 of your 68 methods
    Now · Brief

    Send the team the register entry. It has the mechanism, the signal and the sources.

    30 days · Control

    Which rule, report or alert would surface this?

    Rent credits inconsistent with occupancy or utility data, tenants who never pay late, and payments originating from accounts connected to the landlord.

    90 days · Re-test

    Sit The Private Client File again, on the version the team has not seen.

    OwnerTarget date
  15. 15

    Investment Migration and Residence Schemes

    Medium

    Your team was tested on this and missed it.

    Result
    Caught 45% of the laundering customer's alerts.
    Tested by
    The Private Client File — covers 2 of your 68 methods
    Now · Brief

    Send the team the register entry. It has the mechanism, the signal and the sources.

    30 days · Control

    Which rule, report or alert would surface this?

    Source of wealth evidenced principally by the qualifying investment itself, onboarding shortly after grant of status, and jurisdiction of residence inconsistent with any economic or family connection.

    90 days · Re-test

    Sit The Private Client File again, on the version the team has not seen.

    OwnerTarget date

On your own report

Each line carries your team’s result, an owner and a date. The re-test at 90 days shows what has moved.

Appendix

Evidence

Everything the finding above rests on, for anyone who wants to check it.

By case

The 23 cases that make up your assessment. Detection rate is the share of the laundering customer’s alerts the team caught. The last column counts people who escalated everything, which catches the laundering customer without deciding anything and scores badly for that reason.

CaseYour methodsShare of assessmentRunsMedian markDetection rateEscalated everything
The Verification Desk913%144946%3 of 14
The Client Engagement88%148784%3 of 14
The Client Account77%148077%3 of 14
The Goods Chain77%144542%2 of 14
The Policy Book77%148783%3 of 14
The Relationship Review77%145046%2 of 14
The Betting Account66%146763%2 of 14
The Collection Network44%146157%2 of 14
The Funnel Account44%147876%2 of 14
The Incoming Payment44%146965%3 of 14
The Trade Corridor44%146664%2 of 14
The Victim Ledger44%147976%2 of 14
The Alert Queue33%148279%3 of 14
The Exchange Desk33%146966%3 of 14
The Merchant Book33%145957%4 of 14
The Securities Book33%145350%3 of 14
The Fundraising Appeal22%146563%3 of 14
The Disclosure22%1485
The Onboarding Interview22%1487
The Payment Trail22%143936%2 of 14
The Private Client File22%144845%4 of 14
The Sponsorship File22%144239%3 of 14
The Invoice Pack11%1437

Every method

All 68 methods that apply to this sector, and where each one is documented. Full citations are at amlbenchmark.com/coverage.

MethodCaseRateResult
Agentic Laundering and Automated Smurfingrarely trainedTRM Labs, Autonomous AI Agents and Financial Crime (2026), identifying layering as the stage most susceptible to automation…The Verification Desk46%Missed
Child Sexual Exploitation Payment Patternsrarely trainedFinCEN Notice FIN-2021-NTC3 (16 September 2021) on identifying and reporting suspicious activity related to online child sexual…The Payment Trail36%Missed
Laundering and Fraud as a Servicerarely trainedFATF, Professional Money Laundering (26 July 2018), describing professional launderers, organisations and networks that launder…The Verification Desk46%Missed
Mirror Transfers and Daigou Purchasingrarely trainedFinCEN advisory on Chinese Money Laundering Networks (28 August 2025), identifying mirror transactions, money mules and…The Goods Chain42%Missed
State-Owned Entity Exemption Abuserarely trainedOCCRP, The Azerbaijani Laundromat (September 2017): approximately US$2.9bn (€2.5bn) moved over two years through four shell…The Securities Book50%Missed
Capital-Flight Invoicing with Genuine GoodsGlobal Financial Integrity research on trade misinvoicingThe Goods Chain42%Missed
Counterfeit Goods and IP Crime ProceedsEUIPO and OECD, Mapping Global Trade in Fakes 2025The Goods Chain42%Missed
Dual-Use Goods DiversionUnited States v Mazulina: on 24 June 2026 a federal court in Brooklyn sentenced the former western regional manager of freight…The Goods Chain42%Missed
Fabricated Rental Income and Ghost TenantsLetting agency businesses were brought into the UK regulated sector by the Money Laundering and Terrorist Financing (Amendment)…The Private Client File45%Missed
High-Value Portable GoodsHM Treasury and Home Office, National Risk Assessment of Money Laundering and Terrorist Financing 2025 (July 2025), paragraphs…The Goods Chain42%Missed
Illicit Excise Goods and DiversionHMRC alcohol strategy and enforcement against inward diversion fraudThe Goods Chain42%Missed
Investment Migration and Residence SchemesEuropean Commission v Malta (CJEU, Case C-181/23, judgment of 29 April 2025), holding that Malta's…The Private Client File45%Missed
Mirror and Arbitrage TradingNYDFS consent order with Deutsche Bank (30 January 2017), US$425m, and FCA Final Notice, £163m, concerning mirror trades that…The Securities Book50%Missed
MTIC and VAT Carousel FraudEuropean Public Prosecutor's Office, 5 May 2026: a businessman was arrested in Italy for laundering and reinvesting the proceeds…The Goods Chain42%Missed
Sport Ownership and SponsorshipHM Treasury and Home Office, National Risk Assessment of Money Laundering and Terrorist Financing 2025 (July 2025), paragraphs…The Sponsorship File39%Missed
AI-Fabricated Corporate Presencerarely trainedDue diligence industry reporting on generative AI lowering the cost of fabricating a corporate identity — website, product…The Merchant Book57%Partial
Biometric Injection and Liveness Bypassrarely trainedGroup-IB, Weaponized AI (January 2026), documenting 8,065 biometric injection attempts against the digital loan onboarding of a…The Betting Account63%Partial
Correspondent Banking and Nested Downstream Accessrarely trainedWolfsberg Group Principles for Correspondent Banking (2022) and the Correspondent Banking Due Diligence Questionnaire, the de…The Trade Corridor64%Partial
Cuckoo Smurfingrarely trainedKalimuthu v Commissioner of the Australian Federal Police [2019] HCA 39The Funnel Account76%Partial
Doppelganger Accounts Across Institutionsrarely trainedEconomic Crime and Corporate Transparency Act 2023, sections 188 and 189, in force 15 January 2024The Funnel Account76%Partial
Engineered Litigation and Court-Ordered Settlementrarely trainedOCCRP, The Russian Laundromat: approximately US$20bn moved between 2010 and spring 2014 through a core of 21 shell companies…The Client Account77%Partial
Environmental Crime Proceedsrarely trainedUS Treasury (OFAC) press release of 25 June 2026 designating Gasabo Gold Refinery LTD of Kigali, its chairman and general…The Trade Corridor64%Partial
Ghost Companies: struck off but still transactingrarely trainedNCA, 16 July 2025: 11,500 UK companies struck off the Companies House register following a multi-agency operation with Companies…The Client Account77%Partial
Gold, Refining and Free-Trade Zonesrarely trainedUS Treasury (OFAC) press release of 25 June 2026 designating Gasabo Gold Refinery LTD of Kigali, its chairman Jean Malic Kalima…The Trade Corridor64%Partial
Guarantee Marketplaces and Criminal Service Platformsrarely trainedFinCEN finding that Cambodia-based Huione Group is a foreign financial institution of primary money laundering concern under…The Victim Ledger76%Partial
Human Trafficking and Modern Slavery Proceedsrarely trainedFinCEN Advisory FIN-2020-A008, Supplemental Advisory on Identifying and Reporting Human Trafficking and Related Activity (15…The Funnel Account76%Partial
Real Estate: engineered foreclosure and retained controlrarely trainedFinCEN's Anti-Money Laundering Regulations for Residential Real Estate Transfers Rule, in force 1 March 2026 after a postponement…The Client Account77%Partial
Shadow Fleet and Maritime Sanctions Evasionrarely trainedThe G7 price cap on Russian crude, in force since December 2022The Trade Corridor64%Partial
State-Actor Cyber Theft and Launderingrarely trainedBybit, 21 February 2025: approximately US$1.5bn in Ethereum stolen, attributed by the FBI to North Korean actors under the…The Exchange Desk66%Partial
State-Sponsored IT Worker Payroll Infiltrationrarely trainedOFAC designations targeting DPRK IT worker facilitation, including Sim Hyon Sop of Korea Kwangson Banking Corporation (April…The Incoming Payment65%Partial
Streaming, Licensing and Royalty Flowsrarely trainedSvenska Dagbladet investigation (2023) in which four Swedish gang members and a police investigator described converting proceeds…The Incoming Payment65%Partial
Synthetic and AI-Generated Onboarding Documentsrarely trainedFinCEN Alert FIN-2024-Alert004 (13 November 2024) on fraud schemes using generative AI to circumvent identity verification…The Exchange Desk66%Partial
Synthetic Identities at Scalerarely trainedUS Federal Reserve payments-improvement material on the transformation of synthetic identity fraud by generative AI; industry…The Betting Account63%Partial
Terrorist Financing: small-value and fundraisingrarely trainedFATF, Comprehensive Update on Terrorist Financing Risks (July 2025)The Fundraising Appeal63%Partial
Virtual IBAN Misuserarely trainedFCA expectations that firms offering vIBANs hold adequate systems and controlsThe Merchant Book57%Partial
Bulk Cash Smuggling and Cash CouriersNCA press release of 28 May 2026 on a cross-border investigation across the island of Ireland: six arrests in Cookstown and the…The Collection Network57%Partial
Control Probing and Detection-Threshold DiscoveryAnalytic pattern rather than a single reported caseThe Betting Account63%Partial
Crypto ATMs and OTC BrokersR v Osunkoya: the FCA's first criminal prosecution for unregistered cryptoasset activity under the Money Laundering Regulations…The Victim Ledger76%Partial
Gambling and Betting Channel MisuseGambling Commission, Money laundering and terrorist financing risks within the British gambling industry (2026 assessment…The Betting Account63%Partial
Hawala and Informal Value TransferEuropol-coordinated action against a parallel-banking network, executed January 2025 and announced May 2025: 17 arrests across…The Collection Network57%Partial
Investment and Romance Scam Proceeds InfrastructureUS and UK joint action of 15 October 2025 against the Cambodia-based Prince Group transnational criminal organisation: OFAC…The Victim Ledger76%Partial
Legal and Accountancy Client Account MisuseThe Money Laundering and Terrorist Financing (Amendment) Regulations 2026 (SI 2026/621), made 9 June 2026 and in force 30 June…The Client Account77%Partial
Migrant Smuggling SettlementEuropol-coordinated action executed January 2025 and announced May 2025 against a parallel-banking network laundering over €21m…The Funnel Account76%Partial
Money Mule Networks and RecruitmentFCA multi-firm review of firms' use of the National Fraud Database and mule detection toolsThe Betting Account63%Partial
Mortgage and Property Finance FraudUK Finance, Mortgage Fraud: Good Practice Guidance Note; the FCA's mortgage fraud reporting scheme for lenders and advisers, and…The Client Account77%Partial
Mule Collection and Threshold ConsolidationNCA UK Financial Intelligence Unit, SARs in Action — Money Mules special edition (October 2023), covering mule networks as…The Alert Queue79%Partial
Nested Payment InstitutionsFCA portfolio letter to payments firms (3 February 2025) on financial crime controls, governance and safeguardingThe Alert Queue79%Partial
Online Marketplaces and Controlled ResaleEuropol coordinated e-commerce fraud operations (the eCommerce Action series) and its takedowns of marketplaces trading illegally…The Merchant Book57%Partial
Prepaid Cards, Gift Cards and Stored ValueHM Treasury and Home Office, National Risk Assessment of Money Laundering and Terrorist Financing 2025 (July 2025), paragraph…The Betting Account63%Partial
Public Funding and Support Scheme FraudInsolvency Service enforcement on Bounce Back Loan Scheme abuse: 1,036 directors disqualified in 2024-25, of which 736 related to…The Incoming Payment65%Partial
Ransomware Proceeds ConversionOFAC designation of 2 June 2026 of Nobitex, Iran's largest virtual currency exchange, together with Wallex, Bitpin and Ramzinex…The Victim Ledger76%Partial
Services Invoicing with No DeliverableFATF and Egmont Group, Trade-Based Money Laundering: Trends and Developments (December 2020), and the companion FATF Trade-Based…The Invoice PackPartial
Unhosted Wallets and Fragmented Off-RampingFATF, Targeted Report on Stablecoins and Unhosted Wallets: Peer-to-Peer Transactions (3 March 2026)The Exchange Desk66%Partial
Accounts Prepared to Legitimise Falsified Recordsrarely trainedHM Treasury and Home Office, National Risk Assessment of Money Laundering and Terrorist Financing 2025 (July 2025), paragraph…The Client Engagement84%Detected
Deepfake-Enabled Payment Instruction Fraudrarely trainedArup, Hong Kong (January 2024): 15 transfers totalling approximately HK$200m (about US$25.6m) executed in a single day after a…The Policy Book83%Detected
Insolvency as a Laundering Endpointrarely trainedHM Treasury and Home Office, National Risk Assessment of Money Laundering and Terrorist Financing 2025 (July 2025), paragraph…The Client Engagement84%Detected
Insurance Product Misuserarely trainedFATF, Guidance for a Risk-Based Approach for the Life Insurance Sector (October 2018), developed with the private sector; and…The Policy Book83%Detected
Loan-Back Arrangementsrarely trainedFATF, Professional Money Laundering (July 2018)The Client Engagement84%Detected
Mini-Umbrella Company Fraudrarely trainedElphysic Ltd & Ors v HMRC [2025] UKUT 236 (TCC), 17 July 2025: the Upper Tribunal upheld HMRC's VAT deregistration of…The Client Engagement84%Detected
Necrofinance: dead directors and zombie accountsrarely trainedICIJ Panama Papers investigation (2016) into Mossack FonsecaThe Policy Book83%Detected
Synthetic Voice Against Telephone and Callback Controlsrarely trainedFinCEN Alert FIN-2024-Alert004 (13 November 2024), whose red flags cover GenAI-assisted impersonation used to circumvent identity…The Policy Book83%Detected
Beneficial Ownership ObfuscationThe two largest beneficial ownership regimes moved in opposite directions within a year, and a structure is now easier to hide in…The Policy Book83%Detected
Bribery Conduits and Consultancy PaymentsOperation Lava Jato: in December 2016 Odebrecht and Braskem admitted paying approximately US$788m in bribes to officials across a…The Policy Book83%Detected
Cash-Intensive Front BusinessFCA v National Westminster Bank (2021): £264.8m criminal penalty over the Fowler Oldfield accountThe Client Engagement84%Detected
Charity and Non-Profit AbuseFATF Recommendation 8, amended at the October 2023 Plenary to require risk-based rather than blanket measures, and the…The Client Engagement84%Detected
Sanctions-Evasion Ownership RestructuringOFSI and FCDO joint guidance on the meaning of ownership and control under UK sanctions, issued following Mints v National Bank…The Policy Book83%Detected
TCSPs and Professional EnablersThe Money Laundering and Terrorist Financing (Amendment) Regulations 2026 (SI 2026/621), made 9 June 2026 and in force 30 June…The Client Engagement84%Detected
Turnover Inconsistency Against a Physical MeasureAnalytic pattern rather than a single reported case: declared turnover tested against an independent physical measure of activityThe Client Engagement84%Detected

How this was measured

Each case is built around one customer who is laundering money. The rate is the share of that customer’s alerts the team caught.

Detected
Four fifths of them or more.
Partial
Between a half and four fifths.
Missed
Half or fewer.
Untested
No one has sat a case covering it.

Nothing is reported as detected on the strength of a good overall mark. Findings are suppressed below 3 runs on a case, because a smaller number describes one analyst rather than a team. Methods are declared on the case, not the individual alert, so this reports whether the team detected the method a case is built around rather than scoring each method separately.

Results are a diagnostic and carry no regulatory standing. They are not a professional qualification. The customers and transactions in each case are fictional; the methods they are based on are taken from the published sources cited above. AML Benchmark is a trading name of Net Werth Ltd, company number 12718042.

Produce this on your own team

£750 for one cohort of up to 25 people sitting the whole Banking Assessment, invoiced, with no licence and no notice period. Deducted from a licence if you take one within 90 days.

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