See how your team uses AI
Your team pays for AI per person, and the budget is a black box. tokenkarma gives a manager one console: who is near a limit, who uses what, and where the spend goes.
The team console puts every seat’s AI usage and spend in a single view, so you can see who is about to be throttled and stop paying for tools nobody touches. It is not generally available yet: the waitlist above is the way in.
The problem with team AI budgets
Most teams buy AI one person at a time. Six people each pick their own Claude, ChatGPT or Cursor plan, and finance gets a pile of receipts with no usage behind them. Nobody can answer the two questions that matter: who is hitting limits, and what are we actually using.
What the team console shows
- Each seat’s usage across every connected provider,
- who is near a limit right now, so work does not stall,
- total and per-person spend, subscriptions and API,
- which tools are heavily used and which are dead weight.
How it works
You invite your team, each member connects their own AI accounts through the Mac app, and their usage flows into the shared console. Members keep control of their own sources and can disconnect any of them at any time. The manager sees usage and spend, never credentials.
Frequently asked questions
What does the team console show?
Every seat’s AI usage in one place: who is near a limit, which providers each person uses, and total spend. A manager sees the whole picture without asking anyone for a screenshot.
Do my team members have to share their passwords?
No. Each member connects their own AI accounts through the Mac app. The console shows usage, not credentials, and any member can disconnect a source at any time.
Can I see spend across the whole team?
Yes. The console aggregates API spend and subscription usage so you can see which tools the team leans on and where money is going.
When can my team use it?
The team console is not generally available yet. Join the waitlist above and you will get one email when it opens, nothing else.
Want this for your team?
Join the waitlist and get one email when the team console opens.
tokenkarma is independent and not affiliated with any AI provider.