Clay reconciles 99.5% of its AI spend with LangSmith observability

LangChain · x · 2026-08-31

LangChain shares a customer case: Clay, a sales/marketing automation company, reconciles 99.5% of its AI spend using LangSmith. Head of AI Jeff Barg explains why cost observability only clicked once LangSmith was in place, and how the tool finally brought clarity to AI expenditure.

Related event: Clay Reconciles 99.5% of AI Spend with LangSmith Trace-Level Cost Tracking(3 posts)→

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