Governing Enterprise AI: Taking Control of your Token Spend | Whiteboard Explainer

As enterprise AI investment becomes a core operating expense, the focus shifts from minimizing costs to spending "smart" and proving results—a challenge compounded by fragmented, untracked token consumption across multiple LLMs. MuleSoft’s AI Gateway operationalizes enterprise-scale cost governance by providing three core capabilities: Attribution to gain necessary visibility for clean chargebacks, Enforcement to hard-stop consumption with pre-set token budgets before overages occur, and Intelligent Routing to optimize spend by matching incoming prompts to the most cost-efficient model for the specific task. By transforming token spend from a reactive problem into a managed, forecasted, and optimized process, AI Gateway ensures you take control of your enterprise AI costs at scale