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Research Workflows

CALYPR connects data access, metadata, and workflow execution so research teams can move from question to reproducible result without rebuilding one-off infrastructure for every project.

Workflow Goals

  • Keep data references stable and auditable.
  • Run compute through portable standards instead of environment-specific scripts.
  • Let analysts work at the project level while platform teams retain control over deployment and operations.
  • Preserve a path from product workflows into lower-level developer tooling.

Where The Pieces Fit

  • Git-DRS handles large data versioning and DRS pointers.
  • Funnel provides GA4GH TES workflow execution.
  • GRIP supports graph-based discovery over integrated datasets.
  • Forge validates and publishes structured metadata.

Business Boundary

The platform pages explain what the workflow enables. The developer docs explain how to operate each component. Keeping those boundaries clear makes the site useful to both non-technical decision makers and engineers.