PharmCode
AI Control Stream Writer
An AI agent that automatically generates control streams for nonlinear mixed-effects modeling from your data and modeling objectives — eliminating manual coding and accelerating the model-building cycle.
Key Features
Automated Control Stream Generation
Generates complete control streams from your dataset and modeling objectives — including $DATA, $INPUT, $SUBROUTINES, $PK, $ERROR, and $ESTIMATION blocks.
Intelligent Model Structure Selection
Analyzes your data characteristics and objectives to recommend appropriate model structures — compartmental models, absorption models, and error models.
Syntax Validation & Error Checking
Built-in syntax validation catches errors before execution, checking for common mistakes in parameter definitions, block structures, and estimation methods.
Natural Language Input
Describe your modeling specifications in plain English. PharmCode interprets your requirements and translates them into properly structured code.
How It Works
Provide Data & Objectives
Upload your dataset and describe your modeling goals in natural language or structured input.
AI Code Generation
PharmCode analyzes your data and generates a complete, validated control stream.
Review & Refine
Review the generated code, make adjustments, or provide additional instructions for refinement.
Export & Execute
Export the control stream ready for execution with PharmFast or your existing modeling infrastructure.
Interested in PharmCode?
Contact us to learn more about how PharmCode can automate your control stream generation.
Get in Touch