What it is for

Teams lose weeks proving that the environment an analysis ran in was under control. Studio holds that evidence as a property of the workspace rather than something assembled afterwards.

The workspace

  • Browser based RStudio and VS Code
  • Study workspaces
  • Project templates
  • Notebook support
  • Session persistence
  • Secure data access

Environment control

  • Validated R environment
  • Managed package repository
  • Version locking
  • Environment snapshots
  • Reproducibility
  • Git integration

Compute

  • Interactive compute
  • Batch execution
  • Distributed computing
  • Job scheduling

Compliance

  • 21 CFR Part 11
  • GxP
  • Audit trail
  • Electronic signatures
  • IQ, OQ and PQ documentation
  • Package validation
  • Environment qualification

Assistance

  • Code generation
  • Code explanation
  • Debugging
  • Optimisation
  • Documentation
  • Validation evidence generation

Want your environment qualified once rather than per study?

We will look at how your R estate is managed today and what qualification currently costs you.