Explore Flowstate

The Flowstate platform
Flowstate Helm

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
tokensarelabor.com · A Flowstate campaign

Tokens are labor.

They’re on the bill. Put them in the plan.

You budget for your people. Now AI does some of the work too. Know what it costs, where it’s used and what your business gets back.

Let’s talk about the work Yes, we put it on a shirt.
A woman holding a stack of paperwork in a blue hoodie that says Tokens are labor
Flowstate field uniform. Paperwork optional.
The thought behind the shirt

Your next budget has people and AI in it.

01

See the whole cost.

Bring spending across AI providers into one view. Attribute it to teams, projects and the work it supports.

02

Fund the work.

Give a team or project a shared budget across connected tools. Set limits and see what’s left.

03

Check what comes back.

Compare the cost of a workflow with its results. Include review time, quality and the effort it takes to run.

See how Flowstate Helm helps
Talk to the people behind the shirt

Tell us what needs to change.

Tell us about the work. We’ll get back to you with a useful place to start.

hello@flowstate.inc

We’ll use your details to reply. Privacy policy

Come work with us

Help build what comes after the shirt.

See careers at Flowstate.

 Still chasing a spreadsheet?

Sharon would like a word.

Visit the Enterprise Therapy Hotline.