R&D Lab
From hypothesis to scale-up, all in one place.
Structure your research with Studies, Experiments, and Protocols. Every notebook entry is timestamped, versioned, and searchable. When it's time to scale up, your R&D data flows directly into Production—no manual handoffs.
Capabilities
Everything you need
Study Management
Organize research into studies with objectives, timelines, and linked experiments.
Electronic Lab Notebooks
Rich text, images, data tables—all timestamped and versioned automatically.
Protocol Library
Reusable protocols with version control. Fork and modify for new experiments.
Experiment Tracking
Log every variable, every observation. AI helps spot patterns across experiments.
Instrument Integration
Connect lab instruments for automatic data capture. No manual transcription.
Tech Transfer
When ready, convert R&D protocols into production batch records with one click.
AI Experiment Comparison
Compare any two experiments side-by-side. The AI automatically identifies statistically significant differences in conditions and outcomes, helping you understand what actually matters.
- Find patterns humans miss
- Compare across unlimited variables
- Statistical significance calculated automatically
- Generate comparison reports instantly
AI Experiment Comparison
Built into Helix OS core
Use Cases
Built for real workflows
Formulation Development
Track ingredient variations and their effects on product stability and performance.
Process Optimization
Systematically vary process parameters and identify optimal conditions.
Stability Studies
Long-term tracking of product stability with automated sampling schedules.
See R&D Lab in action
30 minutes. No slides. Just the product. See how r&d lab can transform your operations.