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AI-COST-OPTIMIZATION5 MIN READ

Triage the Launch Queue by Cost Lever

Choose a mixed routing, caching, and batching move for a live queue based on urgency and ambiguity.

Launch queue: a few blockers need realtime answers; most variants can wait. Lina needs one cost move before the campaign goes live. Which plan should she choose? Split the queue: keep blockers realtime, route routine variants to a cheaper qualified model, reuse a stable brand prefix, and batch the non-urgent backlog. Right. This uses all four levers: urgency decides the lane, task difficulty decides routing, stable context earns cache hits, and bulk work moves to Batch. Move the whole queue to the cheapest model so the invoice drops immediately. Weaker. It treats model routing as a blanket downgrade and ignores…

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