model cost attribution

CloudZero has rebranded as the AI ROI Company, expanding its cloud cost allocation engine to connect AI token spend, agent workflows, and model costs to business outcomes. With only 14% of CFOs able to prove AI ROI, the platform addresses a financial visibility gap that is becoming a board-level issue. ECI Research examines what this means for ITDMs managing AI economics and developers building agentic systems.