Methodology Development
Design, refine, and validate your analytical methodologies before deploying to production.
Build Methods with Confidence
Methodology development in Lab gives you a safe space to design and test analytical workflows. Iterate freely, document thoroughly, and only deploy to Studio when your method is ready for production.
Methodology Tools
Everything you need to design rigorous analytical methods
Workflow Design
Build and iterate on workflow structures without committing to production execution.
Parameter Documentation
Document why specific parameter choices were made for future reference.
Methodology Templates
Create reusable templates that capture best practices for common analyses.
Version Control
Track iterations as you refine your methodology over time.
Annotation System
Add notes and explanations to document decision rationale.
Validation Testing
Run validation tests on sample data before production deployment.
Methodology Development Workflow
A structured approach to building production-ready methods
Define the Problem
Start by clearly articulating the scientific question your methodology will address.
Select Nodes
Choose the appropriate nodes from the library that will form your analysis pipeline.
Configure Parameters
Set initial parameter values based on domain knowledge and literature.
Test & Iterate
Run simulations on example data, refine parameters, and document changes.
Validate
Perform validation testing to ensure methodology meets quality standards.
Deploy to Studio
Once validated, promote your methodology to Studio for production use.
Ready to develop your methodology?
Start building rigorous, reproducible analytical methods.