Machine Heart

May 19, 2026 · Industry Insights

From Token Sales to Result Delivery: How AI Is Now Backed by KPI

The article examines how companies like Meta, Amazon, Sierra and Lingxi are moving from measuring AI by token consumption to charging for verifiable business results, outlining the RaaS model, its technical challenges, market data, and why result‑based pricing may become the dominant AI business paradigm.