Independently maintain and evolve forecasting models that connect bookings, revenue recognition, and collections across D2C. Collaborate with cross-functional partners, Accounting, and FP&A to support budgeting, business updates, and re-forecasting cycles. Perform monthly variance analysis for revenue, bookings, and cash flow—translating findings into executive-ready narratives that highlight risks, performance drivers, and strategic recommendations. Improve data accuracy, processes, and workflows to streamline forecasting and reporting. Drive strategic insights and operational alignment between Finance and business partners, enabling data-driven decision-making across the organization. Maintain and evolve subscription model that supports revenue forecasting, scenario planning, and the annual planning process. Build and automate recurring dashboards covering key metrics such as bookings, subscriptions, lifetime value (LTV), customer acquisition cost (CAC), churn, and other performance indicators. Support pricing decisions, promotional analysis, experiment evaluation, and investment prioritization.