LLM Pipeline Optimization Cuts Token Usage by 70%

A team reduced LLM API costs by 70% without switching to a smaller model. They implemented a complexity router, shorter prompts, semantic caching, and aggressive context filtering. The optimizations maintained response quality while slashing token consumption.