# Usage Analytics Onboarding

> A three-level, timed onboarding path through usage analytics: first insights in ten minutes, the shadow bill, and an agent efficiency scorecard.

# Usage Analytics Onboarding

  A three-level path through the monitoring surfaces, played against a timer. Each level is short, ends with a number worth repeating in a meeting, and unlocks the next: first insights inside ten minutes, then the shadow bill, then an agent efficiency scorecard built to be beaten.

  <Link to="/agent-router-enterprise/guides/observability-and-analytics/usage-analytics-onboarding/first-insights-in-ten-minutes" className="tare-nav-card">
    Level 1: First insights in ten minutes
    Send a burst of traffic and explain one request's cost, tokens, and latency, on the clock.
  </Link>
  <Link to="/agent-router-enterprise/guides/observability-and-analytics/usage-analytics-onboarding/read-the-shadow-bill" className="tare-nav-card">
    Level 2: Read the shadow bill
    Put a dollar figure on what subscription traffic would cost at API list prices.
  </Link>
  <Link to="/agent-router-enterprise/guides/observability-and-analytics/usage-analytics-onboarding/profile-agent-efficiency" className="tare-nav-card">
    Level 3: Profile agent efficiency
    Token splits, cached-request share, and cost per task: a baseline scorecard to beat.
  </Link>

The path is also part of a wider evaluation: the [Fast-Track Evaluation](/agent-router-enterprise/fully-managed/fast-track) includes all three levels in its Day 1 milestone.