Volatile issuance windows, shifting IPT guidance and compressed deal timelines are increasing execution pressure in primary markets. Rising geopolitical uncertainty and macro volatility are also affecting investor demand and deal timing, while fragmented data, inconsistent signalling and crowded calendars can distort pricing and allocation outcomes. 

This session will examine how firms are using advanced data analytics and AI to extract actionable signals from order books, dealer communication and market data, enabling more informed allocation decisions and stronger alignment between PMs and traders.