Turn everyday AI use into a company brain.

Every prompt, success and dead end becomes data you own. Token Station distills it into operating knowledge and customized models, so AI changes how your company works instead of just supplying tokens.

Start a 30-day pilot See how it works

No seat fees for 30 days · Off until your team turns it on

Three AI sessions this week
  • ✓Fix the flaky payment webhook testengineering · solved
  • ✗Same flake, raised the timeoutengineering · dead end, 40 min
  • ✓Webhook retries charge twiceplatform · solved

Playbook: payment webhooks

  • Flaky test: the fixture races the clock. Pin the time in the test.
  • Double charges: never retry without the idempotency key.
  • Dead end: a longer timeout hides the race. It doesn't fix it.

Distilled from 3 sessions. Illustrative example.

“Usable AI needs more than a better model. It needs a personal brain and a company brain: your proprietary context, captured and compounding.”

Garry Tan, President and CEO of Y Combinator, in YC's Request for Startups

From chat history to how your company works.

Today the answer to a hard problem stays buried in one person's chat history. The company brain turns it into something the whole team, and every future AI session, can build on.

  1. Capture
    Every interaction

    Each employee's AI interactions become structured, reusable data, owned by your company, not the vendor.

  2. Distill
    Operating knowledge

    How to do key tasks and how to get past common errors, written up as playbooks the whole team can reuse.

  3. Customize
    Models and workflows

    That knowledge shapes customized models and workflows that lift output across the business.

The next person, and the next AI session, start ahead.

Nobody solves the same problem twice.

Anyone on the team can search the company brain for how a problem was already solved, including the dead ends, so they skip the forty minutes someone else already lost.

Future AI interactions through Token Station draw on it too, so a new session starts with your team's context instead of from zero.

Your knowledge, owned by your company.

Owned by you, not the vendor

The data the company brain captures and the knowledge it distills belong to your company.

Off until you turn it on

The company brain is optional. Turn it on when your team is ready.

Part of Token Station

It learns from the AI interactions that already pass through your Token Station gateway, across 30+ models. Nothing to write up by hand.

Tell us about your team.

We review every request and reply within two business days with a pilot plan for your team.

  • A 30-day pilot with no seat fees, on one OpenAI-compatible endpoint.
  • The company brain stays off until your team turns it on.
  • The knowledge it captures is owned by your company, not the vendor.

Questions, answered.

What does the company brain learn from?

The AI interactions your team has through Token Station: the prompts, the answers that worked, and the dead ends. Dead ends matter as much as successes, because they are the time the next person can skip.

Is it on by default?

No. The company brain is optional, and your team turns it on when it is ready.

Who owns the knowledge?

Your company. Each interaction becomes structured data owned by your company, not by Token Station or a model vendor.

Do we need to use Token Station?

Yes. The company brain is built from the AI interactions that pass through Token Station, your team's single gateway to 30+ models.