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AI Cost Governance | Uzera

Use cases / AI Cost Governance

Use case

What the AI budget bought.By developer, repo and model.

Every install and session, and what it cost, attributed to developers, repositories, models and agents, and Code Health for the same repositories. Bring your own provider key for the AI features that need one. It never leaves the platform.

What Uzera shows finance and engineering

Every session attributed. What it did to the code. Your own key. No double billing.

What each session cost, what it bought, and which key paid for it.

Agents

Every session, attributed

Every install and every session, with what it cost, by developer, model and agent. The line item has an owner.

  • By developer, repository, model, agent
  • Installs and sessions, not estimates
  • A trend you can question

Code Health

What the spend did to the code

Cost by repository on one page, Code Health for the same repository on another. Put them side by side and you can see whether the spend bought better code.

  • Cost and quality together
  • Per repository
  • Spend and quality, side by side

AI provider

Your own key

Bring your own Anthropic, OpenAI or Google key for the AI features that need one. It never leaves the platform, and the CLI on the developer's machine links no model SDK at all.

  • Bring your own key
  • Managed option available
  • Key never leaves the platform

Agents

No double billing

Re-runs are idempotent. The same commit is never scanned twice, so a retry never costs you twice.

  • Retries never re-bill
  • Same commit, one scan
  • Predictable to pay for

How the cost gets an owner

Connect. Attribute. Question.

Three steps, and the board question has an answer.

Step 01

Connect

Install once. Every agent session on every developer machine is seen, with the model it used and the repository it touched.

Step 02

Attribute

Cost is attributed to the developer, the repository, the model and the agent. One number becomes a table with owners.

Step 03

Question

Cost sits next to Code Health, so the conversation is whether the spend bought better code, not where the number came from.

Where it fits

Finance sets the budget. Uzera shows what it bought.

Your finance and engineering leaders decide what to spend. Uzera attributes every session to a developer, a repository, a model and an agent, and puts the cost next to code quality, so the conversation is about the number, not about finding it.

Before the budget conversation

Questions finance asks before the renewal.

01Why does this line grow every month with no owner?

Because spend arrives as one number with nothing behind it. Uzera attributes usage to developers, repositories and models, so the cost has an owner and a trend you can question.

02Whose key pays for it?

Yours. Bring your own Anthropic, OpenAI or Google key for the AI features that need one, such as memory and convention discovery. Scanning and rule enforcement do not use it.

03How do we know the spend bought anything?

Cost is broken down by developer, repository and model, and Code Health scores the same repository scan after scan. Put the two side by side and the renewal conversation has both numbers.

Governance for your coding agents

Every team adopted AI agents.
Few governed them well.

AI writes your code. You stay in charge.