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Products

Products designed for how research programs actually operate.

CALYPR packages the underlying data, workflow, and metadata infrastructure into four products that buyers can evaluate and teams can adopt without first becoming experts in the implementation.

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Product model Four products. One governed research platform.

Data product

Manage Data

Give teams governed access to large research datasets, durable data references, and controlled data movement.

Product overview
Manage Data product illustration

Compute product

Manage Compute

Run reproducible workflows across cloud, cluster, and local environments without rebuilding the way research teams work.

Product overview
Manage Compute product illustration

Integration product

Integrate Data

Turn fragmented clinical, omics, and project metadata into structured context that teams can search, govern, and reuse.

Product overview
Integrate Data product illustration

Model product

Manage Models

Carry governed data, workflow provenance, and benchmark context into model-driven research operations.

Product overview
Manage Models product illustration

Product foundations

Each product stands on standards and services your platform team can verify.

Open standards

The platform already leans on GA4GH DRS for data access, GA4GH TES for task execution, and FHIR-oriented metadata structures for research entities and relationships.

Project operations

CALYPR adds project-centered collaboration, collaborator request handling, profile setup, and workflow structure around those lower-level services.

Operational product surface

Each product packages those standards into a clearer operating surface so teams can evaluate adoption in terms of workflows, governance, and delivery instead of raw components.

Product system

Each product handles a different layer of the research operating surface.

Govern

Manage Data

Owns object registration, versioning, access control boundaries, and controlled data movement.

  • DRS-native object lifecycle
  • Scoped remotes and durable references
  • Presigned and multipart transfer paths
Execute

Manage Compute

Owns portable task execution and workflow operations across cloud, cluster, and local environments.

  • TES-style execution model
  • Portable workflow routing
  • Run history tied to governed inputs
Connect

Integrate Data

Owns metadata mapping, validation, publication, and graph-oriented discovery.

  • FHIR-shaped resource structures
  • Validation and publication workflows
  • Queryable graph relationships
Carry forward

Manage Models

Owns the model-facing lifecycle built on the same governed data and workflow foundation.

  • Benchmark-aware model packaging
  • Provenance linked to workflow history
  • Model assets grounded in governed data

For technical teams

When evaluation turns into implementation, each product hands off to the tool docs behind it.

Manage Data

Start with Git-DRS and the versioned object-pointer workflow used to move governed research data.

Git-DRS docs
Manage Compute

Go directly to Funnel and the TES-based execution layer used to run portable analysis.

Funnel docs
Integrate Data

Start with Forge and the validation and publication workflow used to shape reusable metadata context.

Forge docs
Manage Models

Start with GRIP and the graph-oriented context used to compare research assets against the data and workflows that produced them.

GRIP docs