Feature
Token Allocation
Assign token budgets to teams, projects, apps, and keys so AI spend has an owner before usage grows.
Token budgets tied to owners and workloads.
Budget
By owner
Scope
Team + key
Review
Before invoice
Team
Support
Budget allocated to customer-facing summaries.
Project
Sales assistant
Separate token budget for a pilot workflow.
Key
Agent key
Per-key budget for a specific workload or agent.
New capabilities
What your team gains with Concentrate
Set a budget before usage grows
Assign a token budget to a team, project, employee, app, or key up front, so AI spend starts with an owner instead of becoming a surprise line on the next invoice.
Cap the workloads that can run away
Give coding agents, batch jobs, and pilots their own budget so one loop or one bad prompt can't quietly drain the credits the rest of the company depends on.
Move budget where it's earning
Use spend tracking to see which workloads are growing, then adjust budgets to match.
Who Concentrate is designed for
How token budgets turn AI spend into owned limits
Token allocation assigns usage budgets to teams, projects, apps, or keys before spend grows. Finance sets budgets by team or project. Engineering maps workloads to keys. Alerts fire when usage gets close. Token allocation and spend tracking work together.
Finance and FP&A
Set budgets by team or project so AI cost has an owner before it shows up on a provider invoice.
Engineering and platform
Give agents, pilots, and batch jobs their own budget so one loop cannot drain credits the rest of the company relies on.
Team leads
Move budget toward workloads that deliver and tighten the ones that do not, using the same spend views you already review.
Paired with alerts and caps
Combine allocation with spend spike alerts and key spend limits so a budget is enforced, not just documented.
Feature basics