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Transforming trade surveillance

A new model for accelerated growth in the algorithmic era

Transforming trade surveillance

Traditional, compliance-driven surveillance is failing to keep pace with modern algorithmic markets. The result is a flood of false alerts, missed signals, and rising costs. It’s time for a new approach.

The future is embedding adaptive, context-aware controls directly within the business. By empowering the front office to build and operate its own controls, firms can transform surveillance from a reactive cost center into a proactive driver of growth and competitive advantage.

The challenge: why today's surveillance is broken

Legacy surveillance frameworks were designed for human traders, not algorithms. This mismatch creates systemic failures that hinder growth and increase risk.

  • Outdated systems: Frameworks built for discretionary decisions misfire when applied to algorithms, creating a constant stream of false positives while true market manipulation slips by undetected.
  • Siloed ownership: With compliance owning the systems, they often lack the deep technical and business context of the front office, leading to endless, inefficient escalation loops.
  • Mounting costs & risks: The combination of a talent gap, inadequate technology, and incomplete data coverage results in a costly and ineffective surveillance model that erodes trust with regulators and clients.

The solution: a business-embedded operating model

The most critical shift is organizational. By moving primary ownership from compliance to the business, firms can create a more efficient and effective model.

 Current state (compliance-owned)Future state (business-embedded)
OwnershipCompliance builds and owns surveillance systems.The front office builds and operates its own controls, with compliance validating the results.
ExpertiseSiloed teams with persistent information walls.Cross-domain collaboration between developers, data scientists, and risk specialists.
TechnologyDuplicated, often outdated, tools and tech.Shared services and modern technology that scales efficiently with the business.

This new model integrates surveillance directly into the trading ecosystem, featuring AI-driven detection, workflow automation, and synthetic data to stress-test controls against rare events.

The benefits of transformation

Integrating surveillance with your business turns a defensive necessity into a strategic asset.

  • Accelerate business growth: Onboard new clients, products, and venues faster.
  • Lower cost of ownership: Drastically reduce false positives and costly remediation efforts.
  • Enhance client service: Use trade and communications data as a source of business intelligence to improve client outcomes.
  • Build regulatory trust: Create transparent, explainable, and auditable frameworks.
  • Improve data integrity: Ensure broader, more reliable data coverage across all products and venues.

How KPMG can help

Achieving this future state requires a coordinated transformation of strategy, architecture, and governance. KPMG is uniquely positioned to guide your firm through this journey.

  • Strategy & diagnostics: We assess your current state and design a multiyear transformation roadmap.
  • Regulatory alignment: We help you proactively engage with regulators to frame the new model and ensure controls meet all mandates.
  • Architecture & implementation: We help redesign ownership structures and build the resilient data pipelines needed for real-time surveillance.
  • AI enablement: We deploy AI frameworks, including Generative AI, to create adaptive, business-aware controls and streamline workflows.
  • Governance & change management: We help establish new ownership models and upskill your teams to ensure long-term success.

Build the future of surveillance

Yesterday's systems cannot govern tomorrow's markets. Firms that embed controls directly into their business will gain a decisive competitive advantage. Now is the time to innovate.

Dive into our thinking:

Transforming trade surveillance

Ready to dive deeper into the business-embedded operating model? Download our complete guide to transforming trade surveillance in the algorithmic era.

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Meet the team

Image of Prince Harfouche
Prince Harfouche
Principal, FS Regulatory and Compliance Services, KPMG LLP

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