Alert Adjudication and the AMLA Standard: How Sayari Eliminates False Positives in Financial Crime Compliance

Alert adjudication is the critical success factor for financial crime compliance. Analysts must swiftly distinguish genuine risk from false positives while meeting operational and regulatory standards — yet the process across UK and European institutions is currently under question.

Screening systems are at risk of producing 90–95% false positive rates, costing an estimated $206 billion globally, with EMEA institutions accounting for nearly 40% more in related costs than North American counterparts. With a structural 0.75% signal-to-noise ratio, compliance teams are overwhelmed by benign transactions.

Regulatory pressure is mounting. The Anti-Money Laundering Authority (AMLA), launching in July 2026, will directly supervise major institutions and scrutinise adjudication quality. Alongside the European Banking Authority (EBA), Financial Conduct Authority (FCA), and EU AI Act, regulators now demand that adjudication decisions be consistent, traceable, and evidenced by authoritative data.

Sayari addresses this identity gap as a global Commercial World Model. By integrating 11.7 billion+ primary-source records via API, it enables automated entity resolution before alerts reach analysts. Deployments show a 70% reduction in false positives, alert resolution times dropping from 20 hours to under 2 minutes, and operational savings of 30–60%.