Every model call, priced and attributed as it happens.
You do not buy this separately. It is on from the first request. Every call to GPT, Claude, Gemini, or a self-hosted model is costed and tied to the team, project, and person who made it. Leadership gets one view. Budget owners get ceilings that hold.
$8,420
spend · 4 teams
61%
from cache · no model call
1
ceiling reached · calls stopped
Cost by team, by model, by question.
One screen for everything AI is spending. Set a ceiling anywhere in the org chart and it holds — when it is reached, calls stop and the owner is told.
Leadership view
All AI spend, usage, and return across every business unit, updated as calls happen.
Nested budgets
Set a ceiling at the organisation, business unit, team, project, or person. They roll up. When one is reached, calls stop and the owner is notified.
Model cost breakdown
What each model is costing, per request, and where the semantic cache is saving.
Cache and routing savings
Repeat questions never reach a model. Routine requests go to cheaper models. Both show up as money not spent.
Org structure
Business units, teams, sub-teams, roles, and scope, from one admin screen.
Unit isolation
People see their own unit's spend and work. Admins see across units on purpose.
When a request is refused, you get the reason.
Before any call is made, the platform checks whether the capability is in your plan, whether the role is allowed to use it, and whether the resource belongs to that person's unit. A no is recorded with the reason. Flip the switches to see it decide.
The rest of your AI spend
Route other tools through the same gateway and the view covers them too.
If a team already uses Copilot, ChatGPT, or an in-house wrapper, their calls can go through the same gateway. Same costing, same ceilings, same cache. One screen for all of it.
See what your AI is actually costing.
The cost view is live from the first request of the pilot.