How to Reduce AI Costs

The goal is not to make every request as cheap as possible. The goal is to keep cost aligned with business value. That means cutting waste, not capability that genuinely matters.

High-impact cost reductions

• Trim repeated prompt boilerplate
  Many teams pay for the same instructions again and again.
• Set output constraints
  Ask for the shortest useful answer, not a novel.
• Route simple tasks to lighter workflows
  Not every task needs the most capable model or the longest chain.
• Cache and reuse where possible
  If the same context or result is used often, redesign around reuse.
• Measure real unit economics
  Track cost per customer action, lead processed, or content asset created.