Key focus areas include: AI Tool Financial Analysis & Usage Forecasting: Partner closely with engineering and business leaders to model, evaluate, and forecast AI consumption trends, develop unit economics and cost models, establish accountability frameworks, and identify cost optimization opportunities related to model usage, infrastructure, and enterprise AI adoption. Software Optimization & Deal Decision Support: Partner across Technology, Procurement, and business functions to evaluate software portfolio utilization, identify optimization opportunities, and provide financial modeling and decision support for strategic contract negotiations, renewals, and licensing decisions.