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AI-COST-OPTIMIZATION5 MIN READ

Sort Work Into the Right Cost Lever

Classify common optimization moves by whether they affect token volume, routing, caching, or batching.

Sort each improvement into the main cost lever it changes. Token volume Model routing Prompt caching Batch lane Replace a paragraph answer with three fixed fields Send easy tagging requests to a smaller model Move timestamps out of the repeated prefix Run weekly report generation overnight instead of live Cap rationale length at one sentence Escalate ambiguous cases to a stronger model only when confidence is low Keep the policy block identical across repeated requests Submit record enrichment jobs through the 24-hour asynchronous queue Volume Route Cache Lane

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