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    Optimising Trade Surveillance: Reducing False Positives & Boosting Operational Efficiency

    Published: September 17, 2025

    Simon Smyth - First Derivative

    Simon Smyth
    Principal Business Analyst
    First Derivative

    First Derivative LinkedIn profile

    The Hidden Cost of Inefficient Surveillance

    For many financial institutions, trade surveillance operations are a significant cost centre, often burdened by inefficiencies that stem from legacy systems, manual processes, and, most notably, a high volume of false positives. These extraneous alerts divert valuable analyst time, inflate operational expenses, and can even desensitise teams to genuine risks, ultimately hindering effective market abuse detection.

    Common Operational Challenges in Trade Surveillance

    Organisations frequently face these operational hurdles:

    • Excessive False Positives: Alert systems generating too many irrelevant flags, leading to analyst fatigue and wasted resources.
    • Lack of Qualified Staff: Difficulty in recruiting and retaining skilled surveillance professionals, both for short-term projects and ongoing operations.
    • Manual Processes: Over reliance on manual review and reconciliation, which is slow, error prone, and not scalable.
    • Platform Complexity: Challenges in reliably and efficiently running existing surveillance platforms, especially while adapting to continuous regulatory changes.
    • Siloed Data & Systems: Inability to effectively link trading and communications data or achieve cross-asset coverage due to fragmented data sources.

    First Derivative’s Approach to Operational Excellence in Surveillance

    First Derivative employs a multi-faceted approach to optimise your trade surveillance operational efficiency, leading to material reductions in false positives and streamlined workflows:

    1. Intelligent Alert Calibration & Threshold Alignment

    Through meticulous alert calibration and threshold alignment, we fine tune your surveillance system’s sensitivity, ensuring alerts are configured to optimal standards. This significantly reduces the volume of irrelevant alerts, allowing analysts to focus on real market abuse scenarios.

    2. Automation of Repetitive Tasks

    We implement automation across your surveillance processes, streamlining repetitive tasks and freeing up valuable resources. This enables end-users to concentrate on strategic decision-making and genuine investigative work, rather than manual data reconciliation or report generation.

    3. Behavioural & Tailored Analytics

    Moving beyond simple rule based alerts, we design and develop advanced analytics, including behavioural models. These enable more intelligent detection of anomalous patterns, reducing false positives by focusing on truly suspicious activities across datasets and risk domains.

    4. Robust Data Quality & Control Gates

    High-quality, reconciled data is fundamental. We implement data control gates and robust data quality and remediation processes to ensure the data feeding your surveillance system is accurate, reliable, and complete, directly contributing to fewer false positives.

    5. Streamlined Platform Design & Integration

    Whether designing a new platform or optimising an existing one, our focus is on creating efficient, integrated solutions. This includes leveraging modern architectures, DevOps tooling, and reusable components to simplify deliveries and allow for independent development cycles. Our platform solutions have shown to improve trade surveillance efficiency by ~200% and accelerate analyst actions by three times.

    Achieve Smarter, More Efficient Surveillance

    First Derivative is your strategic partner for achieving greater operational efficiency and a dramatic reduction in false positives within your trade surveillance functions. Our expert team and advanced solutions enable you to manage complexity, adapt to regulatory changes, and focus your resources where they matter most – protecting your firm from market abuse.

    Discover how First Derivative can enhance your Trade Surveillance Solutions and drive operational excellence.

    Contact us today

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