Life sciences · Bio pipelines

Run bio tools as pipelines, not setup projects.

MMseqs2, Foldseek, US-align, ProteinMPNN and ESM-2 are ready to run from a form or a REST call. Connect them into a pipeline, fan out over many inputs, and keep a record of every run.

One pipeline, four tools.

A design and triage pipeline hands each tool’s output to the next, on the machines each one needs.

Design and triage pipeline

ProteinMPNN

  • design
  • GPU × 1

MMseqs2

  • search
  • 16 vCPU

Foldseek

  • structure

ESM-2

  • train
  • GPU × 1
Illustrative pipeline with sample settings.

What you get.

  • Public bio tools, ready to run

    Search sequences, compare structures, design proteins and train predictors without installing each tool.

  • Pipelines and batches

    Connect tools into a pipeline, fan out over many inputs, and rerun only the part that needs it.

  • Data stays where it must

    On your infrastructure, bio jobs have no outside network access by default and reach only your object storage and DNS.

Results you can reproduce.

Each bio job keeps a record of how it ran, and shows its cost before you submit it.

  • A record of every run

    The tool definition, image digest, settings, input checksums and resources used.

  • Costs before you run

    See an estimate before you submit, then the actual usage in the same unit when the job ends.

  • Agents with approval

    Connect an agent over MCP. It can find tools and request runs, and work starts only after a person approves.

Job record

Tool definition
proteinmpnn · 3f9a1c07
Image digest
sha256:8b2e6d…41d0
Settings
num_sequences 16, sampling_temp 0.2
Input checksum
sha256:c07a15…9e12
Estimated usage
1.2 CU
Actual usage
1.1 CU
Approved by
Project admin
Illustrative job record with sample values.

Questions.

Can we add our own tools?

Yes. Register a Python script or a container image from an allowed registry and run it like the public tools.

Can we call it from code?

Yes. Every tool and pipeline runs from a REST call as well as from the form.

Where does our data go?

In our cloud it stays in Supergate Cloud; on your infrastructure it stays there. Access is set out in your agreement.

More solutions.