Category: AI Assisted Design

Rising fraud exposure and fragmented tracking across systems created operational blind spots within contract servicing workflows. I led the design of an integrated fraud management framework that embedded risk visibility directly into the core contract platform — shifting fraud handling from reactive tracking to structured, risk-aware servicing.