Cornerstone AI - AI-Powered Clinical Data Cleaning Platform

Cornerstone AI offers a platform specifically designed for efficiently cleaning clinical datasets, integrating high-dimensional AI/ML models to ensure data quality and reliability. It enables users to import raw clinical datasets and utilizes advanced algorithms to structure, standardize, and check for errors across the wide array of data typically found in healthcare settings, such as EHR, registry, digital health, claims, clinical trial, and sensor data. The platform automatically identifies and flags data inconsistencies, standardizes raw text to controlled clinical vocabularies, and provides mechanisms to correct logical errors and missing data imputation. Importantly, Cornerstone AI emphasizes data privacy and security, adhering to HIPAA compliance and securing client data. The end goal is to provide a streamlined, audited, high-quality dataset ready for analysis, supporting the integration of multiple data sources, and ensuring consistent and actionable insights across clinical research and operations.

A clean clinical dataset in days

Cornerstone AI dramatically reduces the time to clean real-world clinical datasets while increasing data quality and providing explainable rules so you and downstream teams can have confidence in the output.

What You Have:

Clinical datasets or pipelines that are costing your team time and effort to clean and prepare. EHR, registry, digital health, claims, clinical trial, and sensor data are all supported by our platform.

What We Do:

Our AI assistant scans each table and data point, inferring structure, relationships, and validity. Then, it automatically creates data cleaning rules to organize the data, standardize values, and identify clinical and database errors.

What You Get:

An instant data quality report, highlighting the top issues in your data, automated or UI-based correction of those issues, easily understood explanations of findings, and an audit trail of all changes throughout the process.

What We DON'T Do:

We do not keep, aggregate, or resell your data. Your data is yours and is only used for you. We are HIPAA compliant and adhere to strict data use agreements.

Raw data is all you need to get started

Cornerstone AI takes in raw clinical datasets, runs them through various structuring, standardization and error detection algorithms to provide a clean, standardized, analysis-ready dataset. Here’s how it works.