I received a question regarding whether or not we have the experience to pull this off. Answer yes. Drawing on more than 35 years of experience in legacy telecom and Technology Expense Management, TEMTrace applies the proven telecom control-stack model to enterprise AI. TEMTrace is a full Technology Expense Management platform with BillPay that manages the entire technology expense lifecycle; AI FinOps is one capability within it. TEMTrace helps enterprises inventory agents and AI services, establish ownership and budgets, enforce financial policies, validate complex provider charges, allocate costs, measure agent-level unit economics, manage disputes, reconcile credits and control payment. We provide real-time operational control by detecting abnormal agent behavior, containing runaway activity, enforcing admission policies and supporting intelligent routing and provider resiliency. We provide the financial system of record and resolution layer that determines what happened, who owns it, what it cost and how it should be resolved. We deliver an end-to-end AI control stack: Detect → contain → investigate → attribute → validate → remediate → reconcile → pay. Again. Yes. We have the experience. $DAG @Conste11ation @_GateAI