Scattered scripts
Each team member has their own version, with no review or common validation.
Biology & Life Sciences
Reproducible data pipeline
Turn your processing chain into a versioned, tested, reproducible pipeline from import to analysis.
Results you cannot reproduce
Local scripts, undocumented dependencies, forgotten parameters: every analysis is a new adventure.
Uncontrolled dependencies
One updated package or different environment silently changes results.
Difficult peer review
Impossible to review exactly how a result was obtained.
A versioned, documented pipeline
The MVP encodes your workflow into reproducible steps with versioning, pinned environment, and execution logs.
Structured workflow
Import, cleaning, transformation, and analysis split into individually testable steps.
Reproducible environment
Containerization and dependency management to guarantee the same result everywhere.
Execution traceability
Each run keeps its parameters, versions, and results for full review.
What you gain in 8 weeks
Reproducibility becomes the norm for your critical analyses.
How we deliver it
From script to pipeline
We take a representative workflow and turn it into a robust pipeline.
01
Inventory and prioritization
Identification of the most critical workflow and fragility points.
02
Pipeline development
Encoding steps, tests, containerization, and documentation.
03
Team validation
Pilot runs, comparison with the old workflow, and handover.
Make your analyses reproducible
We’ll show you how to make a critical pipeline reliable in 20 minutes.