21 - 23 April 2026
RAI Amsterdam
Petros Kyliakoudis leads Trading Research and Analytics at Baillie Gifford, operating at the intersection of execution strategy, behavioural analytics, and AI-enabled trading workflows. He works across trading, risk, and technology functions to strengthen execution governance, broker accountability, and data-driven decision-making across global markets. His work focuses on quantifying trading and investor behavioural patterns and translating them into actionable insights that improve execution discipline and long-term client outcomes. He designs scalable execution frameworks that enhance consistency and transparency in increasingly automated and fragmented market structures. Petros is actively engaging in industry collaboration around execution benchmarking and trading system design, with a particular interest in how evolving market microstructure and AI systems influence liquidity dynamics and institutional risk.
When every basis point counts, optimising broker and algo selection is critical. This case study walks through one buy-side firm’s journey from concept to live deployment, covering everything from system integration to setting the rules that determine which broker or algo gets each order. We’ll explore how performance data, order characteristics, and strategy fit shape allocation decisions- and how desks monitor and adjust these rules over time to keep improving results. Expect candid insight into the operational, technical, and governance challenges of building an algo wheel that delivers measurable execution quality gains.
Hidden liquidity and fragmented visibility continue to frustrate European equity traders and investors. The proposed consolidated tape offers a route to greater transparency- but its true value could be in boosting Europe’s appeal as a place to trade and raise capital. Positioned within the European Commission’s market structure reforms and the Saving & Investment Union agenda, the tape could help fine-tune strategies, improve price discovery, and attract both issuers and investors. This session examines the tool- and the strategy beyond it. How should the tape be designed to serve both regulatory oversight and commercial edge? What other policy shifts are needed to ensure Europe doesn’t just match global peers, but becomes a market of choice? And, with the landscape likely to change over the next 3–10 years, how can market participants use the tape to navigate- and benefit from- that transformation?
Check out the incredible speaker line-up to see who will be joining Petros.
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