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See Exactly What AI
Costs You. Drive Adoption. Reward ROI.

Agent Router gives you one dashboard to attribute spend per person, per application, or per team across your full agent network.

The Adoption Mandate

“We need AI usage metrics to show the board the investment is working.”

Headcount and budget decisions have been made on the assumption that AI makes teams more productive. If teams aren’t using AI, then they aren’t more productive. See who is using AI and push the ones that aren’t.

The ROI Mandate

“We need to show that AI spend is tied to real outcomes — not just activity.”

Is AI spend producing something? Knowing who is spending tokens isn’t enough. Finding out why tokens are being spent needs data.

Segment Spend by any Combination of Person, Team, Application, and Agent Network.

Most cost tools show you spend by provider. That's a billing report, not an operational signal. Agent Router attributes every token to the caller — and because agents call other agents, attribution follows the full chain.

By Person

Every request carries the authenticated identity of the developer or service account that made it. See exactly which engineers are using AI and how much — down to the individual. Identify power users and people who haven't made a single request this month.

By Team

Roll individual usage up to the team level for budget reporting, showback, and chargeback. See which teams are on track for adoption targets and which teams are heading toward a budget overrun. Set per-team token budgets that enforce before the bill arrives.

By Application

Attribute spend to the specific application or workflow that consumed it. When three teams use the same underlying agent platform, you can see which application drove which spend — not just which team's API key was used. Useful for product ROI analysis and deprecation decisions.

Any Combination

Slice attribution data by any combination of these dimensions. "Show me all spend by the risk team on the compliance-check application, attributed to individual engineers." No custom reporting required — every request carries all four dimensions and you filter from the dashboard.

The Numbers You Bring to Leadership. Out of the Box.

Adoption

  • % of developers with active token usage this month
  • Teams below adoption target — count and token gap
  • Week-over-week usage trend by team
  • Model diversity — are teams using capable models or defaulting to the cheapest?

Spend

  • Total spend by team, attributed — not just by API key
  • Budget adherence % by team — flagging teams approaching limits
  • Cost per workflow or application — not just per model call
  • Over-budget incidents blocked inline — spend prevented, not just reported

ROI Signal

  • Cost per agent workflow — tie token spend to a unit of business output
  • Provider comparison — same model, different provider cost
  • Wasteful patterns — retry loops, oversized prompts, unused agent chains
  • Cost efficiency trend — are teams getting smarter about token usage over time?

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