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

  • Data Cleaning Not included

  • Dramatically reduces manual work to query data

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/result conversion

  • 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)

  • Missing LOINC codes make test identification difficult.

  • Test names vary across different labs, leading to inconsistent comparisons.

  • Analysts manually standardize records, slowing down insights.

After (added by Cornerstone)

  • LOINC codes automatically assigned, making test mapping easier.

  • Test names standardized, improving data consistency.

  • Lab data ready for analysis, reducing manual effort.

Deep Cleaning Package
Before & after, in action

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

Before (raw lab data)

  • Raw lab data often contains inconsistencies in units, missing values, and errors

  • Manually cleaning this data takes several weeks and requires expert knowledge.

  • Unstandardized results make analysis difficult and lead to incorrect insights.

After (added by Cornerstone)

  • Automate deep cleaning by standardizing units, imputing missing values, and converting results.

  • Detects anomalies and errors, ensuring accurate and reliable data.

  • Enhances data usability by refining lab data instantly.

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 Komoda 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.