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We Built a Routing Layer to Cut Our AI Costs. It Broke the Product.

Towards Data Science

A team reduced AI inference costs by over half using a routing layer, but customer satisfaction declined due to quality loss, revealing a Pareto trap. The article presents a detection methodology to identify such trade-offs in days rather than months.

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InfrastructureBusinessEthics