Data Cleaning and Standardization with Cornerstone AI - Life Sciences Today Podcast Episode 27 episode artwork

EPISODE · Sep 19, 2025 · 46 MIN

Data Cleaning and Standardization with Cornerstone AI - Life Sciences Today Podcast Episode 27

from Life Sciences Today · host Danny Lieberman

We’re excited to be back for another episode of the Life Sciences Today Podcast by Healthcare IT Today. My guest today is Viraj Narayanan, CEO at Cornerstone AI. Cornerstone uses AI to clean and standardize healthcare data. Cleaning healthcare data is a non-sexy job that consumes staggering amounts of resources in the industry. When Narayanan was at McKesson, he had 25 PhD biostatisticians who spent 70% of their time on data cleaning. Cornerstone AI reduces data cleaning time from 8-12 weeks to days. They maintain human oversight while accelerating processes, improve data quality while reducing processing time, and scale data volume without a linear time increase. Their primary long-term growth driver is biopharma companies. Data companies like Komodo Health embed Cornerstone technology in the data pipeline for laboratory data cleanup and LOINC code assignment. They improve LOINC assignment rates from 20-30% to 80-90%. Check out the main topics of discussion for this episode of the Life Sciences Today podcast: Tell me about your journey to Cornerstone AI. How do you create value for your drug and data customers? How do you measure the value? What are 3 things you’d like to achieve in the next 12 months? Now, without further ado, we’re excited to share with you the next episode of the Life Sciences Today podcast.   Be sure to subscribe to the Life Sciences Today Podcast on your favorite podcasting platform: Apple Podcasts Spotify iHeartRadio Amazon Music Pandora YouTube Along with the popular podcasting platforms above, you can Subscribe to Healthcare IT Today on YouTube.  Plus, all of the audio and video versions will be made available to stream on Healthcare IT Today. As a former pharma-tech founder who bootstrapped to exit, I now help TechBio and digital health CEOs grow revenue—by solving the tech, team, and go-to-market problems that stall your progress. If you want a warrior by your side, connect with me on LinkedIn. If you work in Life Sciences IT, we’d love to hear where you agree and/or disagree with our takes on health IT innovation in life sciences. Feel free to share your thoughts and perspectives in the comments of this post, in the YouTube comments, or privately on our Contact Us page. Let us know what you think of the podcast and if you have any ideas for future episodes. Thanks so much for listening!

Episode metadata supplied by the publisher feed · Published Sep 19, 2025

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Data Cleaning and Standardization with Cornerstone AI - Life Sciences Today Podcast Episode 27

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