AI Token Attribution

Your AI bill just got a lot less mysterious.

Finance teams are getting monthly invoices from OpenAI and Anthropic with no idea who drove the token spend. AI Token Attribution shows exactly what your company is spending on AI, broken down by employee, model, and team - in real time. Setup takes under an hour.

Built for Finance Teams

AI Token Attribution is a Stackpack feature that maps every AI API call back to the employee, model, and team that made it - giving finance leaders visibility to manage AI as a real budget line item. It connects to your existing tools in under an hour. No engineering lift required.

Per-Employee Attribution

Know who's spending what.

AI costs are a behavior, not a line item. Think of it as headcount planning for AI: know the cost per seat, per model, per team.

  • See AI usage broken down by employee, team, and time period
  • Identify your highest-consuming users and see if usage maps to output
  • Set budgets and get alerted before spend accelerates
Model-Level Cost Tracking

Find out which models your team is actually using.

GPT-4o and Claude Opus are not interchangeable, and the cost gap is real. Stackpack shows which models your team is calling, how often, and what it costs.

  • Track token usage per model across OpenAI, Anthropic, and Cursor
  • See which teams are defaulting to expensive models out of habit
  • Make smarter decisions about model usage without slowing anyone down
Unified Multi-Tool View

One place for everything your team spends on AI.

Your team uses more than one AI tool. Stackpack consolidates it all into a single, continuously updated view.

  • OpenAI, Anthropic, and Cursor in one place, with more platforms coming
  • Real-time data, updated continuously
  • Total spend, per user, per model, per team

AI is a new line item on the P&L. Now you can manage it like one.

FAQ

Everything you need to know about AI Token Attribution.