Towards Data Science
Saturday, June 27, 2026
Pratik R
We Built a Routing Layer to Cut Our AI Costs. It Broke the Product.

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Summary
A team cut their AI inference bill by more than half.
Three months later, customer satisfaction was dropping and the cost savings were tied to the quality loss.
Cost-optimization routing layers are a Pareto trap, and here's the detection methodology that catches them in days instead of months.
Th...
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