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Analytics shows how your organization uses AI and who started when. It is built from prompts the endpoint agent records, so it fills in once machines report.

What you see

  • AI adoption by day: prompts and conversations per day over the last 30 days.
  • Top directory groups: which teams from your directory send the most prompts.
  • AI tools by month: use per AI provider over six calendar months.
  • Cohorts by first prompt: each person’s first week with AI, their prompt count and their main kind of work, so you can see whether early users keep going.
Each machine’s page under Assets also shows that person’s daily prompts over 30 days and, for people who can see every MCP call, their MCP calls and refusals per server.

Kinds of work

Oriant can sort each prompt into one kind of work: Code, Draft, Summarize, Translate, Research, Data, Plan or Other. Adoption charts and cohorts then show what AI is used for, not just how much.
Sorting prompts by kind of work is not yet turned on at app.oriant.app. Until it is, charts show prompt counts without a breakdown.

What it covers today

Prompts are recorded from Claude on the web. Installed AI clients appear in AI Tools, but use inside them isn’t counted yet.

Who can see it

Seeing usage needs a Permission. Analytics, the Assets page and Oriant MCP show counts, never prompt text. Prompt text is stored in your Oriant database.
Last modified on November 9, 2026