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TokopiJoin the waitlist
Early access · in development

You know what AI costs you. Do you know who spent it?

Tokopi joins your cloud token usage to the work your teams already track in Jira — so spend has a team, a project, and a reason attached to it. And so the context your teams keep rebuilding gets stored once, shared safely, and reused.

Starting point
Jira + your clouds
Built by
Optiop GmbH, Germany

Get early access

We read every application, and we reply to most of them personally.

The questions we're chasing

Nobody can answer basic questions about their AI spend

Teams adopted AI tooling faster than anyone built the reporting for it. These are the questions we hear most — and the ones Tokopi is being built to answer.

Validating right now

Where are your tokens
actually going?

Most teams can see one number on a cloud bill and nothing underneath it. Not which team, not which project, not whether the spend produced anything. We think the work graph you already keep in Jira is the missing half of that answer.

Per team

Attribute token spend to the team and the project that caused it, by joining your cloud usage to the work already tracked in Jira.

Reusable

Keep the context your teams keep rebuilding in your own storage, shared through one UI — with RBAC, so the parts that should not travel do not.

Tokopi is at the hypothesis stage. Nothing above is shipped yet — which of these we build first depends on what the people on this list tell us.

What happens after you sign up

  1. Tell us your setup

    Which clouds you run AI workloads on, whether you track work in Jira, and what you currently cannot see.

  2. We talk

    Short conversation, not a sales call. We are trying to find out whether this problem is worth solving for you.

  3. You see it first

    Early builds go to the people on this list before anyone else, and what you say shapes what gets built next.

Questions, answered honestly

What is Tokopi, concretely?
An attempt to answer a question most teams currently cannot: which teams and projects are consuming your AI tokens, and what did that spend produce. We start by joining cloud usage data to the work already tracked in Jira. Beyond that we are still deciding, which is what this waitlist is for.
Is this an Atlassian Marketplace app?
Jira is our first integration because it is where the work graph usually lives, but Tokopi is not limited to Atlassian and is not only a Marketplace plugin. If a Marketplace listing ends up being the right way to ship, we will do that too.
Which clouds and providers will it support?
Undecided, and genuinely driven by what people on this list run. Tell us your stack on the form — it is the single most useful thing you can put there.
Does it exist yet?
No. There is no product to install today. We are validating the idea over a short window, and everyone on this list hears first when there is something real to try.
What will it cost?
Undecided. Early access will be free, and we will give notice well before anything becomes chargeable.
What happens to the details I submit?
They are stored in the EU and used only to contact you about Tokopi early access. We do not sell them, share them, or add you to a newsletter. Optiop GmbH is the controller; you can ask us to delete them at any time.

Help us find out if this is worth building

We would rather hear that we are wrong now than ship the wrong thing.

Join the waitlist