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Agent Analytics: Inside the Black Box | Amplitude AI

Amplitude · 853 views · 2026-03-19 · 3:28

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You can tell how your AI agents are running—but are they succeeding? As part of our work building Amplitude AI Agents, we needed a better way to gauge if our agents were actually providing value to our users. See what we built with our new open beta for Agent Analytics. Agent Analytics sits between product analytics and LLM observability. It’s not a logging tool. It’s also not a dashboarding layer on top of LLM traces. It’s a system for understanding how your AI agent performs as a product, from the user’s perspective, with enough depth to actually diagnose and improve it. Connected with the Amplitude AI Analytics Platform, it provides the actionable insights you need to make your AI agent…

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