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The best indicators to measure and improve data quality at scale.

Cheat Sheet: A Leader’s Data Quality Metrics Guide

[ New Data Leaders Guide ]

We’ve spoken with hundreds of data leaders to determine the data quality metrics used by the top teams. 

  •  Our annual data quality surveys; 

  • The aggregate data from our data observability platform; and

  • Our team’s considerable experience.


This cheat sheet is designed to help data leaders:

  • Incentivize positive behavior across their teams

  • Obtain early indications of flagging system performance

  • Better understand the levers they can pull to improve data quality

Interested in learning more about key data quality metrics and how your peers are measuring and improving their data quality? Ace your goals and access the cheat sheet today!

Quality Leaders Understand, Quality.

Meet the Authors

Barr Moses

CEO and Co-founder of Monte Carlo

Barr Moses is the CEO and co-founder of Monte Carlo, a data reliability company. In this book, she shares her experiences and learnings on how today’s data organizations can achieve high data quality at scale through technological, organization, and cultural best practices.

Molly Vorwerck

Head of Content at Monte Carlo

Molly Vorwerck is the Head of Content at Monte Carlo, a data reliability company. In her spare time, she freelances for USA Today, reads up on all the latest trends in data, and volunteers for the California Historical Society.

Lior Gavish

CTO and Co-founder of Monte Carlo

Lior Gavish is CTO and Co-Founder of Monte Carlo, a data reliability company backed by Accel, Redpoint, GGV, and other top Silicon Valley investors. Lior holds an MBA from Stanford and an MSC in Computer Science from Tel-Aviv University.

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