Compliance Sanctions and Risk Classification

Overview#

A bank's compliance team receives thousands of sanctions screening alerts each week. The majority are false positives: similar names, common transliterations, or unrelated entities sharing a nationality with a listed person. Chasing every alert at equal priority wastes investigator time and leads to screening fatigue, the point at which real hits start to get missed. The Compliance Sanctions and Risk Classification platform solves this by applying ML-driven risk scoring across 34 indicators to assign each entity to one of five risk tiers automatically, letting investigators focus their attention where it genuinely belongs.

The platform screens in real time against 47 global sanctions databases, applies advanced fuzzy matching to catch the name variations that simple exact-match screening misses, and monitors continuously so that risk tier changes triggered by new designations or behaviour shifts generate immediate alerts.

Mermaid diagram
graph LR
    A[Entity Submitted] --> B[47 Sanctions DB Screening]
    B --> C[Fuzzy Matching Engine]
    C --> D[Levenshtein Distance]
    C --> E[Phonetic Matching]
    C --> F[Transliteration Detection]
    D --> G[AI Entity Resolution]
    E --> G
    F --> G
    G --> H[34-Factor Risk Model]
    H --> I[Sanctions Exposure Score]
    H --> J[Transaction Behaviour Score]
    H --> K[Network Connection Score]
    H --> L[Jurisdictional Risk Score]
    I --> M{Risk Tier Assignment}
    J --> M
    K --> M
    L --> M
    M -->|Prohibited| N[Immediate Block]
    M -->|High| O[Enhanced Due Diligence]
    M -->|Medium| P[Standard Review]
    M -->|Low| Q[Periodic Monitoring]
    M -->|Minimal| R[Routine Processing]
    N --> S[Regulatory Report Generated]
    O --> S

Key Features#

• ML-driven risk scoring correctly classifying entities across five risk tiers: Prohibited, High, Medium, Low, and Minimal
• Real-time sanctions screening across 47 global sanctions databases and watchlists including OFAC, EU, UN, UK HMT, and DFAT
• Advanced fuzzy matching with Levenshtein distance, phonetic matching, and transliteration algorithms detecting name variations and aliases
• AI-powered entity resolution distinguishing between similar names with high accuracy, reducing false positive volumes substantially
• Multi-factor risk model combining 34 risk indicators across sanctions exposure, transaction behaviour, network connections, jurisdictional risk, entity type, and behavioural factors
• Continuous monitoring triggering instant alerts when risk thresholds are breached or sanctions status changes
• Risk mitigation workflows with pre-configured procedures for 12 common risk scenarios including EDD, transaction blocking, and account closure
• Automated sanctions list synchronisation within minutes of official publication
• Network contamination detection identifying exposure through entity connections and associated intermediaries
• Dynamic jurisdiction risk scoring updated with FATF, OFAC, and FinCEN changes
• Executive compliance dashboard with real-time KPIs, risk tier distribution, and alert management metrics
• Automated regulatory reporting including SAR, CTR, and OFAC blocking reports

Use Cases#

• Real-Time Customer Screening: Financial institutions screen customers against 47 global sanctions databases during onboarding and transactions, with immediate risk tier assignment allowing proportionate response
• Continuous Risk Monitoring: Compliance teams receive instant alerts for risk threshold breaches, new sanctions matches, transaction anomalies, and network contamination events, enabling timely action
• Risk-Based Due Diligence: Organisations apply proportional due diligence based on automated risk tier assignment, concentrating compliance resources on the entities that most warrant scrutiny
• Regulatory Reporting Automation: Compliance teams generate SARs, CTRs, and OFAC blocking reports with automated data population and pre-submission validation, removing manual data entry from the filing process

Integration#

• Pre-built connectors for transaction monitoring (Actimize, Feedzai), KYC/KYB (Jumio, Onfido), and screening providers (Refinitiv World-Check, Dow Jones)
• Blockchain analytics platform connectivity with leading analytics, compliance, and risk intelligence providers
• Webhook notifications for real-time event delivery to external systems
• CRM and customer system integration for synchronised risk profiles
• SOC 2, ISO 27001, GDPR, BSA/AML, and FINRA compliance
• Role-based access controls with MFA and IP allow-listing

Last Reviewed: 2026-02-23 Last Updated: 2026-04-14