AI Cost Optimisation: Ten Strategies That Work

By C.W. Jameson · Published 5 November 2025 · Last reviewed 5 December 2025

Production AI costs surprised most teams. Here are the ten approaches that deliver the highest cost reduction per unit of effort.

How to cut LLM API costs without sacrificing quality: caching, batching, routing, distillation, and more.