Question 1

Can finance see Claude Code spend separately from app traffic?

Accepted Answer

Yes. Give Claude Code its own Universal API key or project key. Concentrate can then separate coding-agent spend from product traffic by key, team, model, provider, and time window.

Question 2

Can we use Claude Code without handing separate provider accounts to every engineer?

Accepted Answer

Yes. Use a Concentrate Universal API key for Claude Code and keep provider secrets out of your environment entirely — engineers reach every model through Concentrate. The team gets model access while access, spend limits, and logs stay in one place.

Question 3

What should we monitor for coding-agent usage?

Accepted Answer

Track model, provider route, token count, latency, status, user or team key, and daily spend. Coding agents can create large bursts of token usage, so separate keys and limits make reviews easier.

Use Claude Code with model access and spend tracking

What your team gains with Concentrate

Track agent spend

Keep access scoped

Switch model routes

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