‹ Back to innovator directory Andy Ding Principal Product Manager Andy dives into how data drives decision in identity and how advanced analytics can stop fraudsters from getting in the door. Innovator Content Video Balancing speed and fraud rates within fintech firms Q&A Innovator Q&A: Andy Ding & Digital onboarding solutions in banking Other Identity Innovators you may be interested in View all Craig Tebbutt Chief Strategy & Innovation Officer Equifax UK Christopher Briggs SVP Identity Mitek Frank McKenna Chief Fraud Strategist Point Predictive Tobi Olopade Chief of Staff Amount