AML PROFESSIONAL SERVICES

Sanctions Screening Performance Test

Independent, data-led assessment of your sanctions screening effectiveness and efficiency using controlled, manipulated, and fabricated test identities. We deliver a defensible evidence pack and clear recommendations to support governance, audit, and supervisory discussions.

What you get from the review

Effectiveness Insights

Visibility into what your sanctions screening detects, what it misses, and why. Results are broken down by manipulation type to show control performance, not just detection rates.

Efficiency & Noise Analysis

Clear metrics on false positives, hit concentration, and alert inflation. Identify where efficiency can be improved without weakening sanctions risk coverage.

Governance-Ready Evidence

Standardized documentation designed to support internal committees, audits, vendor oversight, and regulatory inspections.

Numbers that matter

0

Kickoff &
Scoping Session

No internal data preparation required

1

Total Test Records

Controlled, manipulated, and fabricated names

0

Manipulation
Techniques

Name & date-of-birth variants reflecting real-world evasion

0

Kickoff &
Scoping Session

No internal data preparation required

1

Test
records

Including 10,000+ for Fabricated names. Controlled, manipulated, and fabricated names

0

Manipulation
Techniques

Name & date-of-birth variants reflecting real-world evasion

20

Weeks
Duration

Typical calendar duration (depends on turnaround and review cycles)

0

Fabricated names

High-risk name simulations used to stress-test system sensitivity and false-negative rates.

0

Expert Report

Outlining key areas for improvement.

20

Weeks
Duration

Typical calendar duration (depends on turnaround and review cycles)

0

Expert
Report

Outlining key areas for improvement.

0

Fabricated names

High-risk name simulations used to stress-test system sensitivity and false-negative rates.

Why AMLYZE?

Higher statistical significance

We utilize 50,000+ records for testing, including at least 10,000 records of Fabricated names – this increases statistical significance.

Complex testing scenarios for payment details

We are able to test how your system is able to capture a sanctioned name within a payment details field with a varying number of extra words: 1 extra word, 2 extra words, 3 extra words, and more. This allows you to test realistic scenarios.

Explicit trade-offs

We do not promise blanket false-positive reduction. We make trade-offs explicit – what improves efficiency, what risks coverage — and provide guidance on post-change monitoring.

Higher statistical significance

We utilize 50,000+ records for testing, including at least 10,000 records of Fabricated names – this increases statistical significance.

Complex testing scenarios for payment details

We are able to test how your system is able to capture a sanctioned name within a payment details field with a varying number of extra words: 1 extra word, 2 extra words, 3 extra words, and more. This allows you to test realistic scenarios.

Explicit trade-offs

We do not promise blanket false-positive reduction. We make trade-offs explicit – what improves efficiency, what risks coverage – and provide guidance on post-change monitoring.

What we assess

Screening Behaviour

Detection rates by manipulation type, hit concentration, alert inflation, and stability across scenarios.

Outcomes

True hits versus false positives, missed detections, and efficiency ratios across control and manipulated datasets.

Governance & Evidence

Testing methodology, assumptions, limitations, and suitability for audit, supervisory, and vendor oversight use.

How it works

01

Kickoff Prep

Short scoping call to confirm screening context, configuration assumptions, and delivery expectations.

02

Test Execution

You process the provided dataset through your existing sanctions screening system. No production data or system changes are required.

03

Independent Analysis

We independently analyze screening output using a standardized methodology and calculate effectiveness and efficiency metrics.

04

Delivery

Structured report + metrics pack + prioritized recommendations, with an optional stakeholder readout.

Engagement Model

This service is delivered as a standardized, fixed-scope assessment designed to produce a clear, defensible view of sanctions screening effectiveness and efficiency.

It is commonly used to:

  • Prepare for regulatory or supervisory reviews
  • Validate screening effectiveness
  • Reduce unnecessary false positives
  • Support system change or vendor decisions

Select the testing method that fits your needs:

How does the test work?
Method A

We prepare the data set and test both systems. We can compare both effectiveness and efficiency between your system, our system and the benchmark. It requires more product input, but provides more comprehensive results.

How does the test work?
Method B

You prepare the data set. We calculate both efficiency and effectiveness but only on the AMLYZE system. We help you calculate the results on your side and do the comparison. Requires less product input.

Data Handling & Privacy

Synthetic and controlled datasets only. No customer or production data required. Secure deletion after acceptance. No cross-client pooling. No platform access required.

FAQ

The test evaluates both effectiveness (how well your system detects sanctioned entities) and efficiency (how many unnecessary alerts it generates). It provides objective metrics on detection gaps, false positives, and overall screening performance.

We provide a dataset of at least 10,000 controlled, manipulated, and fabricated names, including sanctioned, augmented, and non-sanctioned entries. You run the dataset through your existing screening system, and we independently analyze the results using a standardized methodology

The dataset includes 19+ name and date-of-birth manipulation techniques, designed to replicate real-world evasion methods such as spelling variations, transliterations, reordered names, and DOB inconsistencies. This reflects how sanctioned entities attempt to bypass screening controls in practice.

No. The test uses a synthetic, controlled dataset prepared by AMLYZE. No real customer data, personal data, or production system changes are required, making the test low-risk and easy to execute.

The test has a fixed price. If AMLYZE does not outperform your screening efficiency by at least 2× (without reducing effectiveness), a 60% discount is applied to the testing fee.

If AMLYZE outperforms your efficiency by at least 2×, you can either:

  • Subscribe to the AMLYZE Screening solution to improve ongoing compliance efficiency, or
  • Pay the full €8,000 fee for the independent performance test

If AMLYZE does not achieve this improvement, the 60% discounted price applies.

Yes. The test is specifically designed to help institutions demonstrate sanctions screening effectiveness and efficiency to regulators. The final report is suitable for internal governance, audit committees, and supervisory discussions.

Yes. Where relevant, results can be compared against benchmarks or alternative screening setups to highlight relative effectiveness and efficiency. This provides additional insight for decision-making and system improvement.

The test is designed to be fast and low-effort. Once screening results are provided, analysis and reporting are completed within an agreed timeframe, without disruption to daily operations.

The test is used by banks, fintechs, payment institutions, and crypto firms that want to:

  • Prepare for regulatory inspections
  • Reduce false positives
  • Validate screening effectiveness
  • Support system change or vendor decisions