Insurance

AML Judgment Gap Report · Full findings

Insurance

1 November 2026 · 14 participants · 12 cases each · 168 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.

11/15DevelopingBetween a half and three quarters detected

Your team detects 11 of the 15 money laundering methods that apply to this sector. 2 need action.

One of these is urgent. Your team was tested on it and missed it.

Detected 11Partial 2Missed 2

Your assessment is 12 cases, not one. Each covers a different part of your exposure, and the appendix shows how many of your 15 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 5 methods then and 11 now. 5 went backwards.

6 closed0 improved5 declined4 unchanged
MethodMarch cohort to September cohortMovement
Deepfake-Enabled Payment Instruction FraudRarely trained
94%Detected83%Detected
Declined
Laundering and Fraud as a ServiceRarely trained
94%Detected83%Detected
Declined
Synthetic and AI-Generated Onboarding DocumentsRarely trained
94%Detected83%Detected
Declined
Synthetic Identities at ScaleRarely trained
94%Detected83%Detected
Declined
Synthetic Voice Against Telephone and Callback ControlsRarely trained
94%Detected83%Detected
Declined
Beneficial Ownership Obfuscation
67%Partial83%Detected
Closed
Estate Administration and ProbateRarely trained
67%Partial83%Detected
Closed
Loan-Back ArrangementsRarely trained
67%Partial83%Detected
Closed
Necrofinance: dead directors and zombie accountsRarely trained
67%Partial83%Detected
Closed
Sanctions-Evasion Ownership Restructuring
67%Partial83%Detected
Closed
TCSPs and Professional Enablers
67%Partial83%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

    Bribery Conduits and Consultancy Payments

    High

    Your team was tested on this and missed it. It sits in The Policy Book, which covers 7 of the 15 methods that apply to you.

    Result
    Caught 45% of the laundering customer's alerts.
    Tested by
    The Policy Book — covers 7 of your 15 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?

    Consultancy receipts from jurisdictions where the recipient holds influence, payments unconnected to any deliverable, and timing correlated with contract awards.

    90 days · Re-test

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

    OwnerTarget date
  2. 02

    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 15 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 12 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 Policy Book723%144945%3 of 14
The Relationship Review619%148783%3 of 14
The Verification Desk516%148583%2 of 14
The Client Account39%148077%3 of 14
The Client Engagement26%149189%3 of 14
The Onboarding Interview26%1487——
The Private Client File26%144845%4 of 14
The Betting Account13%146763%2 of 14
The Exchange Desk13%146966%3 of 14
The Incoming Payment13%146965%3 of 14
The Securities Book13%145350%3 of 14
The Sponsorship File13%144239%3 of 14

Every method

All 15 methods that apply to this sector, and where each one is documented. Full citations are at amlbenchmark.com/coverage.

MethodCaseRateResult
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 Book45%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
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
Insurance Product Misuserarely trainedFATF, Guidance for a Risk-Based Approach for the Life Insurance Sector (October 2018), developed with the private sector; and…The Incoming Payment65%Partial
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 Verification Desk83%Detected
Estate Administration and Probaterarely trainedSolicitors Regulation Authority, thematic review of probate and estate administration (13 December 2024): 25 firms visited, three…The Relationship Review83%Detected
Laundering and Fraud as a Servicerarely trainedFATF, Professional Money Laundering (26 July 2018), describing professional launderers, organisations and networks that launder…The Verification Desk83%Detected
Loan-Back Arrangementsrarely trainedFATF, Professional Money Laundering (July 2018)The Relationship Review83%Detected
Necrofinance: dead directors and zombie accountsrarely trainedICIJ Panama Papers investigation (2016) into Mossack FonsecaThe Relationship Review83%Detected
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 Verification Desk83%Detected
Synthetic Identities at Scalerarely trainedUS Federal Reserve payments-improvement material on the transformation of synthetic identity fraud by generative AI; industry…The Verification Desk83%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 Verification Desk83%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 Relationship Review83%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 Relationship Review83%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 Relationship Review83%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 Insurance Assessment, invoiced, with no licence and no notice period. Deducted from a licence if you take one within 90 days.

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