Transform Your Laboratory Data into Actionable Insights

Optimize lab data for pharmaceutical research with Large Lab Cleaning

Our Products

Base Package

Standardizes test names and assigns CAI-based LOINC codes, improving test identification, patient matching, and test counts. Includes Cornerstone’s NLP-predicted LOINC codes for efficient analysis while preserving raw data granularity.

  • Materially increase LOINC code assignment rate and test names

  • Improves test & patient identification

  • Improves commercializability of data asset

  • Dramatically reduces manual work to query data

  • Deep Cleaning Not included

Deep Cleaning Package

Includes all Base Package features plus unit standardization, result conversion, anomaly detection, and enhanced data accuracy. Automates weeks of manual work, delivering clean, ready-to-use lab data instantly.

  • Includes all Base features + unit standardization, conversion, imputation, and abnormality detection

  • Enhances accuracy with anomaly detection

  • Further refines data for analysis

  • Standardizes units and converts results

  • Eliminates weeks of effort

Base Package
Before & after, in action

Enable analysts to efficiently identify tests and patients while retaining full data granularity.

Before (raw lab data)

  • 60-80% of lab records are missing LOINC codes, making test data inconsistent.

  • Analyzing and comparing test results across datasets is difficult without standard codes.

  • Manual assignment of LOINC codes is slow and labor-intensive.

After (added by Cornerstone)

  • Cornerstone AI automatically assigns LOINC codes using Natural Language Processing (NLP)

  • Ensures standardization across labs. Test identification is more reliable

  • Reduces manual work, accelerates data analysis

Deep Cleaning Package
Before & after, in action

Eliminate weeks of manual cleaning and unlock immediate use of lab data.

Before (raw lab data)

  • Lab test results use different units, making comparisons difficult

  • Inconsistent measurement units create confusion and require manual conversion

  • Without standardization, researchers risk misinterpreting results

After (added by Cornerstone)

  • Cornerstone automatically converts raw units into standardized format

  • Ensures measurements are consistent, reducing errors in analysis

  • Removes need for manual conversions, saving time and improving accuracy

Benefits

Accelerate the process of standardizing lab data for research

Improve the coverage and accuracy of LOINC code assignments

Identify more records that meet the lab criteria for your analysis

Testimonials

  • Cornerstone has built an exceptional data cleaning solution. The pilot results clearly demonstrated how their algorithms can further validate and enhance the insights we deliver to our customers using Komodo Lab Results.

    Brad Kelley
    General Manager at Komodo Health

  • Our partnership with Cornerstone AI underscores our ongoing commitment to innovation in data quality, ensuring that the laboratory insights we provide are as accurate, complete, and clinically relevant as required to support the life sciences industry.

    Scott Phillips
    VP of Real-World Data Diaceutics

  • Cornerstone’s Lab Standardization offering is the first meaningful AI innovation I’ve seen applied to research workflows in my 20 years in the industry. It met all our success criteria of finding more patients in our cohort, more overall lab tests, and a higher average number of lab tests per patient. This resulted in identifying more patients in an already small cohort – crucial for our study.

    Charlie Kreilick
    Head of RWE Data Analytics
    Pharmaceutical Industry

Impact

8 Weeks

Trim 8 weeks off research timelines with standardized test efficiency

20%

Boost data value by 20% with smarter test identification

2 Weeks

Reduce study timelines by 2 weeks with simplified units and ranges

> 50%

Improvement in LOINC code assignments

Get Started Today

Contact us now to learn more about our large lab cleaning solution.