ThinkingAgent

Jul 20, 2026 · Artificial Intelligence

AI Infra in Practice Part 12: Cross‑Cutting Cost Governance with Token Economics

The article presents a comprehensive AI FinOps framework that attributes every AI expense to specific apps, users, and tasks, normalizes diverse cost units, and applies token economics, smart routing, semantic caching, and budget controls to ensure sustainable AI operations and measurable ROI.