PharmAuto
Autonomous Pharmacometric Platform
The autonomous agent that orchestrates PharmPrep, PharmCode, and PharmFast into one seamless end-to-end workflow. What used to take weeks now takes hours.
Platform Capabilities
PharmAuto orchestrates all three AI4Pharma tools into a single autonomous pharmacometric workflow.
Full Pipeline Orchestration
Orchestrates the full pipeline — data prep with PharmPrep, code generation with PharmCode, execution with PharmFast, and analysis — all autonomously.
Autonomous PK/PD Model Development
Automatically builds pharmacokinetic and pharmacodynamic models based on your dataset characteristics and modeling objectives, including covariate analysis.
Automated Diagnostics & Visualization
Generates a full suite of diagnostic plots including GOF plots, VPCs, individual fits, residual diagnostics, and model comparison tables.
Regulatory-Ready Report Generation
Produces structured modeling reports with methods, results, diagnostic plots, and conclusions formatted for clinical and regulatory submission.
Model Comparison & Selection
Compares competing models using standard criteria (AIC, BIC, OFV) and provides recommendations for optimal model selection.
Simulation & Scenario Analysis
Runs clinical simulations and scenario analyses directly from the platform with automated summary outputs for dose optimization.
End-to-End Workflow
Provide Dataset & Objectives
Upload your clinical dataset and define your modeling objectives — PharmAuto handles the rest.
Automated Data Preparation
PharmPrep transforms your data into analysis-ready format with AI-driven structure analysis.
AI Code Generation
PharmCode generates optimized NONMEM control streams based on your data and objectives.
GPU-Accelerated Execution
PharmFast runs your models at unprecedented speed with GPU-accelerated infrastructure.
Analysis & Reporting
PharmAuto performs diagnostics, model comparison, and generates regulatory-ready reports.
An Autonomous Co-Pilot for Pharmacometricians
PharmAuto is not designed to replace pharmacometricians — it is built to augment their capabilities, handling the time-consuming and repetitive aspects of modeling so that scientists can focus on scientific judgment, interpretation, and decision-making.
Interested in PharmAuto?
Contact us to learn more about how PharmAuto can transform your pharmacometric modeling workflows.
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