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Applied AI·July 9, 2026·1 min read

Anthropic launches a "reflection" dashboard in beta for Free, Pro, and Max users to track Claude usage patterns over 1-, 3-, 6-, or 12-month intervals

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Usage analytics at the assistant level turns “how are we using AI?” from vibes into a measurable behavior pattern. If you’re rolling out Claude, plan to use this data to spot power users, dead workflows, and teams that need enablement — not just to brag about adoption.