Liftlab

Enterprise Marketing Forecasting AI

Led end-to-end design of an AI-powered incrementality forecasting platform for enterprise brands. The product helps marketers predict spend outcomes, measure channel lift, and optimize budgets across complex media mixes — turning opaque model outputs into clear, actionable dashboards.