Beta cloud console

Look inside models. Fine‑tune on your own data.

Observo Labs is a console for ML engineers who want interpretability and numeric-precision tooling, and for small teams who want to adapt a model to their data. Prepaid credits, and the cost of a run shown before it starts: a run is refused if its reservation is more than your balance.

Some features are still being built. Every page marks what is available today and what is coming soon.

Who it is for

Two kinds of work, one ledger

ML engineers

Interpretability and precision tooling

Result viewers for Brainwaves, Precision lab and Anatomy jobs, with the raw JSON one tab away, and a side-by-side compare for two captures.

  • Result viewers and compareAvailable
  • Running these jobs on managed GPUsComing soon
Small teams

Fine-tune with a budget you control

Upload a dataset, preview it, keep adapters in a registry, and see what a run would cost before you start it.

  • Datasets, registry and prepaid creditsAvailable
  • GPU fine-tuning and adapter evaluationAvailable

Cost

You see the reserve before you press run

Every run is priced the same way, so there is no surprise at the end. How pricing works.

  1. 01

    Estimate

    Before you submit, the console shows the rate and the reserve a run would hold, and whether it fits your balance.

  2. 02

    Reserve

    Submitting holds the worst case: maximum runtime times the rate. If it does not fit, the run is refused and nothing starts.

  3. 03

    Run

    Watch the live log. Cancel any time. Spend you did not use is not charged.

  4. 04

    Settle

    The hold is settled to the actual cost and the remainder is released back to your credit.

Trust

What we do, stated plainly

Only things we can point to in the code. What we do not claim is on the security page too.

  • Tenant isolation in the database

    Every table is under forced row-level security, and each request sets your organization before it reads anything.

  • Short-lived file links

    Files move through presigned links that expire in at most 15 minutes and are scoped to your organization.

  • Keys are shown once

    We store only a hash of an API key, never the key itself.

  • No trackers

    This site and the console load no analytics or advertising scripts, and the console sets no cookies of its own.

Start with the smallest credit pack.