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

# People, departments, and tools

> Analyze AI adoption by person, organizational unit, and tool.

Visibility connects adoption signals to the people, departments, and tools behind them. Use these views together: each provides a different level of explanation for the same observed activity.

<Tabs>
  <Tab title="People">
    Browse people in your available scope, compare engagement, and identify
    high-activity users or people who may need enablement. Open a person to
    review their tool and activity context.
  </Tab>

  <Tab title="Departments">
    Compare adoption and engagement across departments. Open a department to
    inspect its people, tools, trends, workflows, and cohorts without losing the
    organizational context.
  </Tab>

  <Tab title="Tools">
    Browse discovered tools and open a tool for usage over time, use-case mix,
    associated work, department adoption, spending signals, power users,
    related tools, usage patterns, and access methods where data exists.
  </Tab>
</Tabs>

## Common investigations

<AccordionGroup>
  <Accordion title="Which teams are leading adoption?">
    Compare departments first, then open the leading department to determine
    whether usage is broadly distributed or concentrated among a few people or
    tools.
  </Accordion>

  <Accordion title="Who can help scale a successful workflow?">
    Start from the relevant tool or workflow, identify active people, then check
    whether their departments and use cases match the group you want to enable.
  </Accordion>

  <Accordion title="Is a tool spreading or declining?">
    Review the tool's usage-over-time and department-adoption sections. Check
    activity review before treating a change as durable.
  </Accordion>

  <Accordion title="Why do totals differ between views?">
    Confirm the time window, role scope, filters, and data source. A tool detail,
    department detail, and organization overview can represent different
    populations or periods.
  </Accordion>
</AccordionGroup>

<Info>
  Visibility respects the viewer's assigned row and financial-data scope.
  Restricted viewers may see fewer people, departments, or spend fields.
</Info>