The AI dashboards turn your synced platform data and telemetry into views of how AI is used across your organization. This article tours the dashboards and the controls they share.
The dashboards
- Usage (app.toriihq.com/team/ai/dashboards) - headline metrics (estimated token value, active users, sessions, tokens), activity over time, value by model, daily active users, and an automatically generated AI summary at the top.
- Adoption (app.toriihq.com/team/ai/adoption) - who is adopting AI, broken down by department or org hierarchy, plus the biggest movers.
- Productivity (app.toriihq.com/team/ai/productivity) - engineering signals such as commits and code changes, sourced from telemetry.
Controls they share
- Time window - switch between the last 24 hours, 7 days, 30 days, or month-to-date.
- Filter - narrow any dashboard to a user, department, or custom field.
- Drill into a user - click a person to open their individual usage and productivity view.
Reading “token value”
Every dollar amount is an estimated token value based on standard API rates - not your invoice amount. It reflects usage intensity (tokens priced at standard API rates), which is useful for comparing teams and trends rather than reconciling a bill.
See activity live
For a real-time view rather than historical trends, see The AI Pulse dashboard.