Finomics connects natively to LangSmith to unify LLM application tracing, latency metrics, prompt evaluation runs, and token consumption with enterprise cost allocation and FinOps governance.
Token analytics, tracing latency, and LLM application cost governance from LangChain
Correlate every LangChain trace and agent execution with exact token economics and provider spend.
Forecast production LLM application costs based on trace volume and user traffic growth.
Set token thresholds and budget alerts per LangSmith project and deployment environment.
Map LangSmith projects and workspaces directly to business units and cost centers.
Evaluate accuracy, latency, and cost per prompt to optimize foundation model selection.
Identify infinite agent loops, runaway reasoning chains, and unexpected prompt token surges.
Generate a read-only API key in your LangSmith workspace settings.
Finomics ingests projects, trace metadata, and token usage streams automatically.
Map LangSmith projects, tags, and environments to teams and cost centers.
Enforce token budgets, cost alerts, and trace optimization policies.