Bayes Pharma.ai PopPK Modeling Checking service...

PopPK Modeling + Workspace Studio

FOCEI-style estimation, SCM-style covariate workflow, ETA shrinkage, CWRES/NPDE, pcVPC, individual posthoc estimates, MAP Bayesian prediction, bootstrap, report, and model deployment.

EstimationFOCEI-style
CovariatesSCM-style
DiagnosticsCWRES / NPDE
SimulationpcVPC
PrecisionMAP Bayes
From our blog: why the MAP Bayes estimation running here is the quiet infrastructure behind the AI drug discovery boom →
1 Single-Shot Modeling Workflow

Upload a dataset once, then step through fit → diagnostics → covariates → report/deploy. Each tab re-runs against the same uploaded file.

2 Project & Versioning Workflow

A separate, persistent workflow: create a project, run versioned fits you can compare over time, generate/download reports, deploy a specific saved version as an API, and review its run/audit history.

Upload Dataset

Drag & drop CSV or click to browse

Required: ID, TIME, DV, DOSE. Optional: WT, AGE, SEX, CRCL, ALB, AAG, BLQ, LLOQ.

No file uploaded yet.

Data Summary

Waiting for validation.

FOCEI-Style Fit Configuration

Ready.

FOCEI Fit Results

Model Comparison Table

Ready.

Ranking

SCM-Style Covariate Search

Ready.

Covariate Effects

ETA Shrinkage

Ready.

ETA Summary

CWRES / NPDE

Ready.

Diagnostic Residuals

Prediction-Corrected VPC

Ready.

pcVPC Plot

Individual Posthoc Estimates

Ready.

Individual Parameters

MAP Bayesian Prediction

Ready.

Individual Prediction

Bootstrap Uncertainty

Ready.

Bootstrap Summary

PopPK Report

Ready.

Readiness Checklist

Ready.

Deploy Model

Ready.

Model Registry

Project Workspace

Ready.

Projects

Run Fit + Create Version

Ready.

Fit Summary

Model Versions

Ready.

Version Registry

Generate Report

Ready.

Report Outputs

Deploy Model API

Ready.

Deployed Prediction

Platform Integrations

Ready.

Integration View

Clinical Trial Simulation

Ready.

Trial Simulation Results

Run History

Ready.

Audit Trail

Ready.