> ## Documentation Index
> Fetch the complete documentation index at: https://docs.oriant.app/llms.txt
> Use this file to discover all available pages before exploring further.

# AI adoption

> Measure how your company uses AI: who uses it, how often, which teams, which tools, and for what kind of work.

**Analytics** shows how your organization uses AI and who started when. It is built from prompts the [endpoint agent](https://docs.oriant.app/endpoint-agent/overview.md) 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.

> [!NOTE]
>
> 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](https://docs.oriant.app/endpoint-agent/ai-tools.md), but use inside them isn't counted yet.

## Who can see it

Seeing usage needs a Permission. Analytics, the Assets page and [Oriant MCP](https://docs.oriant.app/reference/oriant-mcp.md) show counts, never prompt text. Prompt text is stored in your Oriant database.


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