Workflow Engine
Build and execute DAG-based workflows with explicit parameters and frozen production pipelines.
Production-Grade Workflow Orchestration
The Studio Workflow Engine is designed for enterprise molecular R&D. It provides the structure, governance, and reproducibility that production scientific decisions require.
Every workflow is explicitly parameterized, version-controlled, and auditable— ensuring that decisions made today can be reproduced and explained tomorrow.
DAG-based workflow orchestration
Engine Capabilities
Everything you need for production workflow management
DAG-Based Workflows
Build complex analytical pipelines as directed acyclic graphs with clear dependency management.
Explicit Parameters
Every parameter is explicitly defined, versioned, and tracked for complete reproducibility.
Frozen Pipelines
Lock production workflows to prevent accidental changes and ensure consistent execution.
Reusable Templates
Create workflow templates that capture best practices and can be instantiated for new analyses.
Node Library
Access a comprehensive library of validated nodes for common molecular analysis tasks.
Version Control
Track all workflow changes over time with full version history and rollback capabilities.
Workflow Lifecycle
From design to production in a structured, governed process
Design
Build workflows in Lab, test with simulations, validate methodology
Configure
Set production parameters, define input schemas, configure outputs
Validate
Run validation tests, review results, get approval from stakeholders
Deploy
Freeze workflow for production, enable for execution, monitor performance
Key Benefits
Ready to see the Workflow Engine?
Request a demo to see how Studio's workflow capabilities can transform your R&D processes.