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The Insights Agent automatically analyzes your traces to detect usage patterns, common agent behaviors and failure modes — without requiring you to manually review thousands of traces.
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Insights uses hierarchical categorization to make sense of your data and highlight actionable trends.
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<Note>
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Insights is available for LangSmith Plus and Enterprise [plans](https://www.langchain.com/pricing) and is only available for LangSmith SaaS deployments.
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</Note>
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## Prerequisites
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- An OpenAI API key (generate one [here](https://platform.openai.com/account/api-keys)) or an Anthropic API key (generate one [here](https://console.anthropic.com/settings/keys))
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