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Why Clay's Finance Team Loves LangSmith

LangChain · Aug 31, 2026 · Engineering Insights

LangSmith gives Clay ~99.5% cost reconciliation across AI inference providers

“we now have, I think it's around like a 99, maybe like 99.5% reconciliation rate between the LangSmith data and our actual bills that we get from inference providers”

Clay's team credits LangSmith with solving AI inference cost visibility, achieving ~99.5% reconciliation between usage data and actual provider bills. This is a customer testimonial highlighting LangSmith's financial observability value. While useful for AI ops practitioners, it's a vendor case study with limited broader industry signal.

LangSmith LangChain AI observability cost management inference

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