AI Agent for End-to-End Clinical Data Validation
Lumora autonomously detects clinical data errors, traces root causes to the source files, and suggests fixes across medical records, which cutting weeks of manual review into minutes.









Upload
Upload
Upload
Upload & Learn
Upload & Learn
Upload & Learn
Lumora automatically learns clinical dataset and data rule to prepare for validation.
Lumora automatically learns clinical dataset and data rule to prepare for validation.
Lumora automatically learns clinical dataset and data rule to prepare for validation.






Generate
Generate
Generate
Automated Test Plan Generation
Automated Test Plan Generation
Automated Test Plan Generation
AI agent generates protocol-specific validation test plans using built-in rules and AI-driven logic.
AI agent generates protocol-specific validation test plans using built-in rules and AI-driven logic.
AI agent generates protocol-specific validation test plans using built-in rules and AI-driven logic.
Detection
Detection
Detection
Data Error Detection
Data Error Detection
Data Error Detection
AI agent Identifies inconsistencies, missing data, and protocol deviations in real time based on the configured rule.
AI agent Identifies inconsistencies, missing data, and protocol deviations in real time based on the configured rule.
AI agent Identifies inconsistencies, missing data, and protocol deviations in real time based on the configured rule.









Trace
Trace
Trace
Root Cause Traceability
Root Cause Traceability
Root Cause Traceability
Every data issue is traced back to its original source file and variable, helping teams resolve problems faster and with full transparency.
Every data issue is traced back to its original source file and variable, helping teams resolve problems faster and with full transparency.
Every data issue is traced back to its original source file and variable, helping teams resolve problems faster and with full transparency.
Library
Library
Library
Rule Library
Rule Library
Rule Library
Access a growing library of reusable, regulatory-compliant validation rules customizable for each study’s protocol and dataset format.
Access a growing library of reusable, regulatory-compliant validation rules customizable for each study’s protocol and dataset format.
Access a growing library of reusable, regulatory-compliant validation rules customizable for each study’s protocol and dataset format.


