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Know what AI costs. See what you get back.

Understand spending, share budgets and connect AI use to the work it supports.

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Buy tokens, rent GPUs, or own the rack?

Open-weight models are now good enough to make self-hosting a financial question rather than a capability one. I modelled four options, an office rack, colocation, rented GPUs and per-token APIs, to find where each one actually wins. The answer turns on utilisation, and it isn't the one the internet keeps giving.

Turn a $3m AI bill into $1.9m

Most teams overpay for AI twice without noticing: they run everything through the default flagship model, and they buy the tokens on a metered plan they can't see into. An intelligent proxy fixes both. Here is the maths, a calculator you can drag, and where Flowstate fits.

Start with the work All use cases

Understand AI spending and value

See where the budget goes and what the business gets back.

Share one AI budget across your tools

Fund people, teams and projects across connected services.

Give your team more capacity

Reduce the preparation, checking and follow-up around recurring work.

Connect AI use to delivered work

Follow AI activity into projects, code and business results.
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Connect Fireworks AI

Connect Fireworks AI to see what your account spends on it, beside the rest of your AI spend.

You need access to connect AI providers. Ask your Flowstate admin.

Before you start

  • An API key for the Fireworks account you want to track.

Connect Fireworks AI

  1. In the Fireworks dashboard, open Settings → API keys and create a key. Copy it straight away.
  2. Find your account ID. It’s in the dashboard’s web address.
  3. In Flowstate, go to Settings → Integrations, select Browse catalog and open Fireworks AI.
  4. Under How to connect, select Use this route.
  5. Paste the key and enter the Account ID.
  6. Select Verify and connect.

Check it’s working

The key is listed under Connected keys with the status Working. See the spend in Agent insights.

What Flowstate brings in

  • Billed cost each day, across serverless, dedicated deployments and training.
  • A total for your account. Fireworks doesn’t report cost per person.
  • Flowstate syncs every hour. When you first connect, it brings in the last 31 days.
  • Recent figures can change as Fireworks applies credits and adjustments. Flowstate picks up the changes.

If something’s not right

The connection fails. The key or the account ID is wrong. Select Show what the provider said to see Fireworks’ error.

Older spend is missing. Flowstate only brings in the last 31 days when you first connect.