Clinical trials run on data—but that data depends on how calculations are built and executed. YPrime’s AI-powered Calculation Engine transforms how study teams define and operationalize calculation logic within eCOA. By enabling natural language configuration directly within the platform, teams can move faster, reduce manual configuration errors, and ensure consistent execution throughout the study.

The Problem with Traditional eCOA Calculations

As protocols grow more complex, calculations become a critical source of delay and risk. Study teams are often forced to:

Manually interpret protocol-defined logic

Configure calculations through time-intensive processes

Rely on iterative validation cycles during UAT

Address issues late in the study, when changes are costly

Even small inconsistencies in calculation logic can impact data quality, timelines, and downstream analysis.

eCOA Calculations Built for Speed and Quality

YPrime enables teams to define calculation logic using natural language—directly within the eCOA Builder. Instead of manually programming logic, study teams can describe what they need. The system translates that input into a structured, traceable calculation model aligned to study data and ready for execution.

The AI-powered Calculation Engine reduces friction during study build while improving the quality and consistency of outputs.

Accelerate Study Build Timelines—Reduce manual configuration and move efficiently from build to UAT.

Improve Consistency and Data Quality—Standardize how protocol-defined calculation logic is interpreted

Reduce Rework and Operational Risk—Identify issues earlier and minimize downstream corrections.

Enable Reliable Execution Throughout the Study— Automatically apply logic as participant data is collected—supporting scoring, derived endpoints, and reporting.

How the AI-Powered eCOA Calculation Engine Works

The Calculation Engine is embedded directly within the YPrime eCOA platform, enabling faster configuration and consistent execution of calculation logic across the study lifecycle. To learn more, fill out the form today!