This session shows a browser-based, AI-built simulator that empowers clients to drive many of the most interesting analyses of choice data themselves: source-of-share investigation, optimizations, adopter profiling, price curves, feature sensitivity, calibrations, performance validations, and alternative choice rules as live controls, no server or license required. We pair the capability tour with the build-and validate practices that let a research team without coders ship such a tool safely.