AML Screening Software Testing & Validation
Comprehensive testing services to ensure your screening systems detect true risks while minimizing false positives
Get StartedWhy Screen Testing is Critical
Your screening software is the first line of defense against sanctions violations and high-risk relationships. But out-of-the-box systems rarely perform optimally without proper calibration and testing. Poor configuration leads to either compliance gaps (missing true matches) or operational inefficiency (excessive false positives).
KIAA's testing service validates that your screening solution works as intended—catching what it should while not overwhelming your team with irrelevant alerts. We test across sanctions screening, PEP screening, adverse media checks, and fuzzy matching logic.
Whether you're implementing new screening software, upgrading existing systems, or investigating performance issues, our independent testing provides assurance that your screening controls are fit for purpose.
Comprehensive Testing Areas
End-to-end validation of screening system performance
Sanctions Screening
Testing against OFAC, UN, EU, UK, and other sanctions lists to validate detection accuracy and threshold settings.
PEP Screening
Evaluation of PEP database coverage, classification accuracy, and screening configuration for politically exposed persons.
Adverse Media
Testing adverse media screening for financial crime, corruption, and reputational risk detection with appropriate filters.
Fuzzy Matching
Assessment of matching algorithm effectiveness across name variations, transliterations, and potential typographical errors.
False Positive Rate
Analysis of false positive rates and optimization recommendations to reduce alert fatigue without compromising detection.
Ongoing Monitoring
Testing of batch rescreening processes, list update handling, and automated ongoing monitoring functionality.
Our Testing Methodology
Systematic validation approach for comprehensive coverage
Baseline Assessment
Document current configuration, understand business requirements, and establish testing criteria based on risk appetite and regulatory expectations.
Test Case Development
Create comprehensive test scenarios covering known matches, near-matches, false positives, and edge cases specific to your customer base.
Systematic Testing
Execute test cases systematically, documenting results, analyzing match scores, and identifying patterns in true positives and false positives.
Optimization & Tuning
Adjust threshold settings, fuzzy matching parameters, and filters to optimize the balance between detection accuracy and operational efficiency.
Validation Testing
Re-test with optimized settings to confirm improvements, validate expected performance, and ensure no unintended consequences.
Documentation & Training
Deliver comprehensive test report, configuration guide, and training for your team on optimal system operation and alert handling.
What You Receive
Comprehensive validation and optimization deliverables
Test Report
Detailed results of all testing scenarios with pass/fail analysis and performance metrics
Performance Analysis
Statistics on true positive rate, false positive rate, and system effectiveness benchmarks
Configuration Guide
Optimized settings documentation with rationale and implementation instructions
Risk Assessment
Identification of screening gaps, vulnerabilities, and residual risks with mitigation recommendations
Action Plan
Prioritized recommendations for configuration changes, process improvements, and ongoing testing
User Training
Training for compliance team on alert investigation, system operation, and optimization maintenance
Frequently Asked Questions
Common questions about screening testing
Ready to optimize your screening systems?
Request TestingGet Started Today
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