AI cost tracking and management.
UNCODE, an Adelaide AI consultancy, tracks model usage across departments and shows running cost beside adoption and quality, against your budget.
Usage, quality and spend together.
Spend seen late
- Running cost appears only when the invoice arrives.
- Savings come with worse answers.
- No view of where an agent earns its cost, and where it does not yet.
Tracked with UNCODE
- Usage: which agents are in use, and where.
- One view: guardrails, audit trails and spend side by side.
- Held to budget: spend against what you planned, shown before the invoice arrives.
- You set the limits, and who is told when a team runs hot.
- Routing by cost: routine work can go to a lower cost model while sensitive work follows your rules.
- Cost read beside quality, so you can see what is earning its cost.
What does AI cost tracking answer?
- What does AI cost, team by team?Model usage is tracked across departments, with running cost shown against your budget.
- Which agents earn their cost?Cost is shown beside adoption and quality, so you can see where an agent earns its cost.
- Who is told when a team runs hot?You set the limits, and who is told.
- Can routine work cost less?Yes. Choose the model by cost, so routine work goes to a lower cost model.
- What do leaders see?Usage, quality and spend, reviewed with you.
FinOps for AI
Cost reviewed with quality.
AI cost tracking measures what your AI agents and models cost, team by team, and compares it with the value they deliver. UNCODE tracks usage and spend by department against your budget, shows it beside adoption and quality, and routes routine work to lower cost models where you allow it. Allocate, forecast and optimise AI spend.
- Reviewed with youAgent activity, answer quality and adoption.
- Results sharedLeaders see usage, quality and spend.
Questions about AI cost tracking.
What does AI cost tracking show?
Model usage across departments, with running cost shown beside adoption and quality, against your budget.
Can cost be controlled as well as measured?
Yes. Each request can be routed by cost, speed or compliance, so you choose where a lower cost model is acceptable.
Where does spend appear?
Guardrails, audit trails and spend appear in one view, so leaders see usage, quality and spend together.
Who sees the cost results?
Results are shared with you. Leaders see usage, quality and spend, and we review them with your team as part of the service.
Let's talk about what your AI costs.
If you want usage and spend in one view, we can show you how cost tracking would work for your business.