Agentic Harmonization Assistant
Harmonize your research data to a desired standard.
aha™ is an AI-powered tool that helps researchers harmonize clinical and observational datasets to a defined standard schema. It automates the most time-consuming work like profiling variables, proposing mappings, suggesting transformations, and validating outputs while keeping you in control of every decision.
The four-module pipeline
01
Data Profiling
Extracts variables, data types, missing values, and coded values for both datasets.
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02
Strategy & Planning
Review and edit aha’s plan — decisions, target mappings, and transformations.
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03
Execution
Applies the approved plan and previews original vs. harmonized data.
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04
Validation
Runs five automatic quality checks and flags variables to fix.
Watch the demo
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