Now in Early Access — bring accountability to your AI spend.
Toktra
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Cost Management

Put a Ceiling on AI Spend — Before the Invoice Arrives

Assign token budgets at the user, team, or department level. Soft caps warn employees as they approach the limit; hard caps block new requests in the browser with a sub-200ms preflight check.

"No other tool provides this. AI spend is currently unbudgeted, unallocated, and unmanaged. TokenTracker changes that by giving CFOs, VPs, and department heads the same budget-and-track workflow they use for every other cost center."
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Capabilities

Everything Budget Controls does for you

Granular budgets

Per-user, per-team, and per-department token budgets you can set and adjust centrally.

Soft caps

Warn employees as they approach a limit — nudging behavior without blocking work.

Hard caps

Block new AI requests over budget via a sub-200ms preflight in the browser extension. Existing work is never interrupted, and traffic is never proxied.

Reallocation

Move budget between teams as priorities shift, with a full audit of changes.

On the roadmap: gateway enforcement

Server-side enforcement through a centralized LLM gateway is planned, to complement today’s in-browser preflight.

Built for these scenarios

Token Budget EnforcementDepartment-Level PoliciesApproval WorkflowsTime-Based PoliciesReimbursement Automation

Who this is for

CFOs & Finance, IT Administrators

See Budget Controls in action

Get early access to Toktra and start governing AI usage across your organization.

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