Are trading desks ready to react in realtime to events in conversations they are having with counterparts? For some applications this is already happening, but soon the complexity of both counterparty input and your response will become very sophisticated. But to get there your low level ML stack needs to be correctly configured. From a standing start that will take 12 months - if you don't make any mistakes.

Enterprise GenAI comes with sky-high expectations—but real success depends on a few hard truths. Continuous data curation is non-negotiable, team composition matters more than you think, and a sharp, realistic product roadmap is essential. Nail these, and you're on the path to meaningful, scalable, and sustained adoption that drives real, measurable business value over time.