Explore Flowstate

The Flowstate platform
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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.

Recent insights All insights

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.
Quick links
Flowstate / People + AI Talk through your priorities
More use cases

Your process doesn’t need to fit a product menu.

You may have a reporting task, an approval process or a question your existing systems can’t answer together. We start with the work and build around your people, information and decisions.

Trace AI-generated code into GitHub

Connect recorded output from Codex, Gemini, Claude and other supported tools to the changes your team reviews and merges.

 Get complete deals to the right approver

Bring pricing, documents and requests together. Check what’s missing, route exceptions and keep decisions with the deal.

 Prepare effort records for confirmation

Use project and delivery evidence to draft allocations. Let people correct gaps and confirm the records finance needs.

 Compare models on your work

Assess different models against the tasks your team needs to complete. Include quality, frustration, cost and human review.

Bring us the work that gets missed.

Show us the records, the handoffs and where capacity runs out. We’ll work with your team to identify what can be simplified, what can be connected and which decisions need a person.

We agree the baseline before building, then measure the change and the cost of keeping it running.

Tell us what you need to get done.

Talk through your process