Dashboards & Analytics · 3 min · Updated 2026-09-13

Activity, sessions and team usage

When your team uses AI, and who drives spend

Activity

The Activity tab on Spend charts daily active sessions over the selected period. Look for:

  • •Weekday rhythm - interactive, developer-driven usage
  • •Flat, constant activity - automation or batch jobs worth reviewing
  • •Sudden jumps - a new feature, a new team, or a runaway loop

Sessions

A session is a group of calls that share a session_id. The wrapper only sets one if you pass it (session_id="..."), so set it wherever a group of calls belongs together - a chat thread, an agent run, a batch job.

Who drives spend

To see spend per person, turn on the optional actor label (TOKEVEN_ACTOR) in the wrapper; the Team page then rolls cost up per organization member, matching actor labels to members. The actor label holds whatever you set it to - if you use an email address, that address is sent with each call (see Privacy architecture).

Track your real costs

Calculators estimate. The dashboard shows what you actually spend and where you can save.