AI adoption in fixed income is expanding, but practical implementation remains uneven. Many firms are experimenting, yet few have embedded AI into daily decision-making in a controlled and measurable way. 

This panel will focus on real-world use cases in research support, trade preparation and risk monitoring, highlighting how firms are deploying AI step by step, setting governance standards and measuring execution improvement 

AI and automation depend on clean, structured and reliable data. Fragmented sources, inconsistent tagging and disconnected workflows limit the value of advanced tools.  

This session will examine how firms are improving data standards, aligning internal and external feeds and building shared data frameworks that support both portfolio construction and execution performance.  

The UK consolidated tape is expected to go live this year, with the EU framework following under MiFID reforms in 2027. Greater post-trade transparency is reshaping liquidity signals, reporting obligations and cross-border data consistency. 

This panel will examine how trading and investment teams are preparing for implementation, adjusting liquidity analysis and strengthening Best Execution oversight as consolidated tape regimes become operational across Europe.