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FROM RESEARCH QUESTION TO TOOLS

Build your research workflow

Connect software, computing and laboratory steps using documented evidence. A workflow is a planning guide, not a validated experimental protocol.

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1 documented paths · Evidence and planning notes recorded September 2026. Commercial eligibility has not been independently confirmed for these complete workflows.

Provider implementation example

Run protein-folding workflows in the cloud

AWS documents AlphaFold2 and OpenFold workflows on SageMaker. This evidence does not establish AlphaFold 3 compatibility.

amazon-sagemaker →Compare recorded requirementsPermanent workflow link

1 · Inputs

Protein sequences and the chosen workflow's reference data.

2 · Software & compute

Workflow-specific cloud instances, storage and orchestration; verify current instance availability and dependencies.

3 · Outputs

Structure predictions and tracked experiments.

4 · Laboratory handoff

Editorial next step: choose experimental validation based on the biological question. No automatic laboratory handoff is documented here.

Licence & commercial use

AWS service terms and each model/data licence must be evaluated separately.

Cost components

Instance runtime, storage, data transfer and idle resources; confirm regional prices.

Evidence limitations

Historical implementation example; not a guarantee that the original deployment instructions still run unchanged.

Inspect original evidence ↗