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AI Adoption turns usage signals from connected AI tools into adoption rates, trend charts, and per-user activity.

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Supported AI tools

AI Adoption currently reports on four AI tools: The report requires at least one of these integrations. Follow the links above for each integration’s requirements and supported data. If none are connected, the report directs you to the Integrations page.
Claude usage is reported by Anthropic on a 3-day delay, so the most recent 3 days of Claude data may be incomplete. The report shows a callout at the top whenever Claude is connected.

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What you’ll see

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Summary cards

Two headline numbers at the top:
  • Adoption rate — The percentage of users in scope who used any connected AI tool during the selected date range, shown as X of Y users used AI.
  • Weekly active — The number of users who used an AI tool in the most recent week shown.

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Weekly AI adoption trend

A trend chart showing weekly unique AI users across all connected tools. The chart overlays:
  • A blue area for total AI Active Users per week
  • A line per connected integration showing weekly active users for that tool
Click any week on the chart to open a side panel listing the users who were active during that week.

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AI Feature Usage

A scrollable list showing how many unique users used each AI capability during the selected range. Each row shows the capability name, the user count, and the percentage of scoped users. Each user is counted once per capability for the entire date range, and a capability is counted as used whenever at least one positive usage event is observed. Click any row to open a side panel listing the users who used that capability. The capabilities shown depend on which AI integrations you have connected. See the stats reference for the current capabilities and their definitions.
When Claude is the only AI integration connected, the labels drop the “Claude” prefix (so you’ll see “Chat messages”, “Excel”, “PowerPoint”, etc. instead of “Claude chat”, “Claude in Excel”). With multiple AI tools connected, every label is namespaced so you can tell capabilities apart at a glance.

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Active AI Users Over Time

A line chart with three series — Daily, Weekly, and Monthly active users — computed as rolling counts across all connected AI tools. Hovering shows a tooltip with the per-integration breakdown for each rolling window:
  • DAU — active on that specific day
  • WAU — active any time in the trailing 7 days
  • MAU — active any time in the trailing 30 days

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User AI Usage

A sortable table with one row per user in scope, showing their AI Active Days in the selected range and stat columns for each connected integration. See the Claude, Codex, Cursor, and Devin sections of the full stats reference for the exact definition of every column. Click any value to drill into that user’s daily trend for that stat.
The User AI Usage table defaults to sorting by AI Active Days descending. Click any column header to re-sort.

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Scope

Use the shared Analytics filters and date range to change the report scope. AI Adoption includes active Windmill members; archived employees and people without a member account are excluded.

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Empty states

If the report has nothing to show, you’ll see one of:
  • No AI integrations connected — None of Claude, Codex, Cursor, or Devin are connected. Connect one from the Integrations page.
  • No users match these filters — The employee filter excluded everyone. Loosen the filter.
  • No AI activity in this date range — Integrations are connected but no users had any AI activity in the window. Try a wider date range.

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FAQs

No. AI Adoption currently reports on Claude, Codex, Cursor, and Devin only.
Anthropic publishes Claude usage data on a 3-day delay. The most recent data fills in as Anthropic reports it.
Any positive tracked activity in a connected Claude, Codex, Cursor, or Devin integration. See the stats reference for the tracked activities.
AI Adoption only includes active members — people who have a Windmill member account and haven’t been archived. Employees in your org chart who aren’t members don’t appear. If they should be members, invite them from Members.
Yes. Click Export CSV in User AI Usage to export that table. For a custom selection of stats, use Explore.