Research and perspective on the changes shaping financial institutions and energy markets. — Capmark Advisory

Research and perspective on the changes shaping financial institutions and energy markets.

Our practitioners examine developments in market structure, technology, regulation and operating models and what they mean for business decisions and implementation.

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Perspective on what is changing.

Explore our perspectives on market structure, technology, regulation and business transformation, with a focus on the decisions and implementation they require. Papers are free to download with an account.

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Market Conduct · Surveillance · Controls

Market abuse surveillance that stands up to scrutiny

Surveillance fails when firms treat it as a tool implementation. This paper sets out the operating model around the technology: risk assessment, data coverage, scenario calibration, triage, investigations, STOR decisions, management information and assurance.

Market AbuseTrade SurveillanceCommunications Surveillance

26 May 2026 · Capmark research

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Markets & Trading | AI & Automation

AI in electronic trading: from signal to control

Where AI can add value in pricing, liquidity, execution and surveillance; where deterministic logic still matters; and what data, governance, testing and production controls firms need before AI can influence a live trading workflow.

AI in tradingElectronic tradingAlgorithmic trading

1 April 2026 · Capmark research

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