Glossary for Compliance, AML, Fraud & KYC

Welcome to the DetectX® Glossary. This page provides clear definitions of key terms in anti-money laundering, compliance, fraud prevention and risk management. Whether you are exploring regulatory concepts or looking to understand how advanced analytics support financial crime detection, this glossary is designed to support informed decision-making.

  • Definition:
    Adverse media refers to negative news coverage, online content, or other public data that may suggest a person or organisation is involved in financial crime, fraud, or reputational risk. Screening for adverse media is a key component of enhanced due diligence (EDD), enabling financial institutions to detect emerging threats that may not yet appear on watchlists.

    Unlike structured data such as sanctions lists, adverse media is typically unstructured and spread across a wide range of sources. Extracting relevant insights requires advanced techniques such as natural language processing (NLP) to interpret context, distinguish between individuals with similar names, and identify meaningful risk indicators within large volumes of text. Adverse media screening can be performed on both individuals and entities, supporting risk assessment across customers, counterparties, suppliers, investors, and other relevant third parties.

    → Learn more: Adverse Media Search

  • Definition:
    Alert management refers to the process of reviewing, prioritising, and resolving alerts triggered by monitoring systems. DetectX® offers a unified interface for investigators to triage alerts, assign tasks, and maintain a full audit trail.

    → Explore: Alert Viewer

  • Definition:
    An audit trail is a time-stamped, tamper-proof record of system activity and decision-making. In compliance settings, it ensures accountability, enables backtesting, and supports regulatory reporting.

    → Related feature: Alert Viewer

  • Definition:
    AML refers to a framework of laws, procedures, and technologies designed to prevent criminals from disguising illicit funds as legitimate income. AML solutions like DetectX® help automate transaction monitoring, customer due diligence, and ongoing risk assessment.

    → Related platform:Transaction Monitoring

  • Definition:
    Backtesting involves applying detection rules or risk models to historical data to measure effectiveness and fine-tune performance. This process is essential for validating AML and fraud detection strategies before going live.

    → Related tool: Rule Designer

  • Definition:
    Behavioural analysis involves monitoring patterns in user or customer activity to detect anomalies that could indicate fraud or money laundering. DetectX® uses AI models to establish behavioural baselines and identify deviations in real time.

    → Related module: Client Risk Scoring

  • Definition:
    Beneficial ownership refers to the individuals who ultimately own or control a legal entity. Identifying these individuals is essential for transparency and to prevent the misuse of corporate structures for money laundering or sanctions evasion.

    → Related solution: Link Analysis

  • Definition:
    Case management is the consolidation of multiple alerts and related data into a single investigative case. This enables analysts to manage investigations holistically, document decisions, and support regulatory reporting.

    → Learn more: Alert Viewer

  • Client Risk Scoring is the process of assigning a dynamic risk score to each customer based on factors like onboarding data, transaction history, adverse media, and behavioural patterns. This score helps financial institutions apply appropriate risk-based controls.

    → Discover: Client Risk Scoring

  • Definition:
    CDD is a fundamental part of AML compliance that involves identifying and verifying the identity of customers, understanding the nature of the business relationship, and assessing potential risk. DetectX® supports CDD through data integration and real-time screening.

    → Learn more: Name Screening

  • Definition:
    Customer risk assessment is the process of evaluating a client’s risk profile based on factors like geography, business type, behaviour, and external data. This risk score informs the level of monitoring and due diligence applied.

    → Learn more: Client Risk Scoring

  • Definition:
    Data enrichment refers to the process of enhancing existing customer or transaction data with external sources such as sanctions lists, media content, or behavioural insights. DetectX® uses enrichment to improve screening and scoring accuracy.

    → Relevant modules: Name Screening, Client Risk Scoring

  • Definition:
    Early warning indicators (EWIs) are signals that suggest a potential increase in risk before a regulatory threshold is breached. These may include changes in behaviour, new media mentions, or shifts in transaction patterns.

    → Related feature: Behavioural Analysis

  • Definition:
    Link analysis is a technique used to visualise and explore relationships between people, entities, and transactions. DetectX® enables analysts to uncover hidden associations and complex networks that may suggest collusion, money laundering, or other financial crime.

    → Explore: Link Analysis

  • Definition:
    Entity resolution is the process of identifying and linking data that refer to the same individual or organisation across different sources. It helps unify fragmented information and is crucial in name screening and link analysis.

    → Related feature: Link Analysis

  • Definition:
    A false positive occurs when a system incorrectly flags a legitimate customer or transaction as suspicious. Minimising false positives is critical for operational efficiency and investigator focus. DetectX® reduces false alerts through precise matching algorithms and risk scoring.

    → Learn more: Alert Viewer

  • Definition:
    Geographic risk considers how a customer’s or transaction’s location impacts their likelihood of involvement in financial crime. High-risk jurisdictions may be flagged based on FATF lists, local laws, or regional instability.

    → Learn more: Client Risk Scoring

  • Definition:
    Investigations management involves triaging, documenting, and resolving alerts generated by AML or fraud detection systems. DetectX® offers a unified environment for analysts to collaborate, escalate, and audit investigations with full transparency.

    → Learn more: Alert Viewer

  • Definition:
    KYC is a regulatory requirement for verifying the identity of customers before establishing a business relationship. It includes collecting information on identity, ownership, and intended use of accounts, forming the foundation of AML compliance.

    → Related concepts: Customer Due Diligence

  • Definition:
    List consolidation refers to the practice of merging multiple external and internal watchlists into a single screening framework. This helps organisations manage complexity and maintain consistency in name screening.

    → Relevant solution: Name Screening

  • Definition:
    Model governance ensures that the machine learning and rule-based models used in compliance systems are transparent, tested, and monitored over time. It supports accountability and aligns with regulatory expectations for explainability and control.

    → Connected tools: Rule Designer, Client Risk Scoring

  • Definition:
    Name screening is the process of checking individuals and organisations against global watchlists, sanctions, and PEP lists. DetectX® applies advanced fuzzy matching and multi-source list support to reduce false positives and increase accuracy.

    → Learn more: Name Screening

  • Definition:
    Ongoing monitoring is the continuous review of customer activity, data changes, and risk indicators after onboarding. It supports timely detection of emerging threats and ensures compliance with evolving regulatory expectations.

    → Read: The Importance of Ongoing Monitoring

  • Definition:
    PEPs are individuals who hold or have held prominent public positions and may present a higher risk for involvement in bribery or corruption. Effective AML systems must screen for and monitor PEPs as part of both onboarding and ongoing risk management.

    → Related: Client Risk Scoring, Name Screening

  • Definition:
    A risk-based approach is a core principle of AML regulation that requires institutions to apply more scrutiny to higher-risk customers or transactions. It ensures that compliance resources are prioritised where they are most needed.

    → Related concepts: Customer Due Diligence, Transaction Monitoring

  • Definition:
    The Rule Designer is a graphical tool within DetectX® that allows compliance teams to create, test, and deploy detection logic for AML and fraud workflows. It supports both technical and non-technical users, reducing reliance on hard-coded logic.

    → Related module: Rule Designer

  • Definition:
    Sanction screening involves checking individuals, companies, and transactions against official sanctions lists (such as OFAC, EU, or UN) to ensure compliance with legal restrictions. DetectX® supports screening across multiple sources, including custom internal lists, using intelligent fuzzy matching.

    → Learn more: Name Screening

  • Definition:
    Screening list management refers to the process of organising and maintaining external and internal lists used for name screening, including sanctions, PEPs, and private databases. DetectX® supports multi-list configurations with prioritised matching.

    → Explore: Name Screening

  • Definition:
    Transaction monitoring is the ongoing analysis of financial transactions to identify unusual or suspicious activity. DetectX® supports real-time and batch monitoring with configurable rules, AI scoring, and audit-friendly investigation tools.

    → Learn more: Transaction Monitoring