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ABOUT SYMBIOZA

A BETTER WAY TO WORK WITH COMPUTE

Compute that
works with you.

WHY WE EXIST

We want developers to spend more of their time bringing ideas to life.

Running a model or processing a dataset can turn into a second project: choosing hardware, setting up a machine and keeping the job moving.

Symbioza lets developers and their agents hand off that compute work, with the task, budget and expected result clearly defined.

WHAT GUIDES THE PRODUCT

Built around the work.

  1. Start with
    the task.

    The code you want to run. The data it needs. The output you’re after. Those should be the starting point for choosing compute.

  2. Keep the
    decision yours.

    Delegating execution should still leave you in charge of the scope and spending. Automation needs clear boundaries.

  3. Close the loop.

    A handoff needs an answer: what happened, what came back and what it cost. That clarity is part of the work.

WHO’S BUILDING IT

A developer’s
point of view.

Moshe Edri

Founder of Symbioza

Symbioza began with a developer’s own need to run demanding compute work. Moshe is building it around the same question: how much more could you make if handing off that work were simpler?

Have a workload that makes this problem real for you? We’d like to hear about it.

Talk to us Explore the agent guide