Ambre Soubiran is the CEO of Kaiko, a globally recognized provider of institutional-grade digital asset data and analytics. She holds an MSc from Université Paris Dauphine and started her career in equity derivatives at HSBC. Soubiran joined Kaiko in 2017, scaling the company’s data offerings for exchanges, asset managers, and regulators, and actively promotes transparency and standards in crypto markets through both industry advocacy and technical innovation.