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Solution · Cost Optimization

Optimizeagent cost.

See every token by team and agent, route each task to the best-value model, and cap runaway spend, on the same pane as governance.

Supported by

The problem

Agent spend is a metered obligation with no meter.

Token spend is unpredictable and invisible to finance. Runaway agents burn budget, and teams can't prove which model or prompt is worth it.
The solution

See every token, by team and agent

Real-time visibility into token and agent spend by team, agent and use case, on the same pane as governance.
Real time
By team, agent, use case
One pane

Industry signal

5–30

×

the token burn of a chatbot for a single agentic task.

Gartner

Route to the best-value model

Route each task to the best-value model automatically, and charge spend back to the business that incurred it.
Auto-routing
Best value
Chargeback

Industry signal

$

1.3

T

agentic AI spend forecast by 2029, over a quarter of all IT spend.

IDC

Cap and kill runaway agents

Set caps and stop runaway agents before spend runs away, turning agent cost from an untracked variable into a governed, provable one. No agent code changes.
Hard caps
Kill switch
No code changes

Industry signal

40

%+

of agentic AI projects will be cancelled by 2027, cost a factor.

Gartner

From the field

What security and AI leaders tell us

“

Our CFO flagged about $40K in tokens in a single week.

Finance lead, financial-market-infrastructure firm

“

Data-cost visibility is a critical value metric for us.

Enterprise architect, national health payer

“

We need runtime evals to prove the non-deterministic output is worth it.

Head of AI, financial-technology firm

Why Alterion

Why Alterion is ahead for agent cost

01

Cost on the governance pane

Spend and control in one place, not a separate billing export nobody reconciles.

02

Routing that pays for itself

Automatic best-value model selection, with caps and kill switches on runaway agents.

03

Provable, not estimated

Chargeback and evidence by team, agent and use case, from the runtime.
The industry

What the industry is saying about agent cost

Every

3

months

the average F500 agent estate doubles.

Gartner

150

k+

agents per F500 enterprise by 2028, up from fewer than 15 in 2025.

Gartner

40

%

of enterprise apps will embed AI agents by end 2026, up from under 5%.

Gartner

Sources: Gartner

Tech specs

Visibility

Token + agent, real time

Routing

Best-value, automatic

Controls

Caps + kill switch

Chargeback

By team, agent, use case

Code changes

None

Ready to put a meter on agent spend?

See it on your own estate. A read-only deployment in your VPC, live in days.
The platform

Products solving this problem

Runtime control plane

Draco

Discover, secure and govern every agent in real time, in one place.
FAQ

Common questions about agent cost


Real-time token and agent spend by team, agent and use case, on the same pane as governance.

Route each task to the best-value model automatically, and cap or kill runaway agents before spend runs away.

Yes. Spend is attributable by team, agent and use case, so cost becomes a governed, provable line rather than an estimate.

No agent code changes or SDKs.

Yes, entirely in your stack, with cost on the same pane as governance.

Solutions

Explore all our solutions

One control plane.
Nothing leaves your walls.

See across every cloud, vendor,
and team in days, not months.