In this fast-paced data-driven world, the fallout from a single data quality issue can cost thousands of dollars in a matter of hours. To catch these issues quickly, system monitoring for data quality requires a different set of strategies from other continuous regression efforts. Like a race car pit crew, you need detection mechanisms that not only don’t interfere with what you are monitoring but also allow for strategic analysis off-track. You need to use every second your subject is at rest to repair and clean up problems that could affect performance. As the systems in race...
Shauna Ayers
Availity
Shauna Ayers has been untangling the Gordian knots of IT systems for more than seventeen years, analyzing data systems and testing both software and data quality in the manufacturing, medical device, and healthcare industries. Shauna found her passion in developing creative solutions for the analysis and testing of sensitive and highly regulated data sets at industry leaders such as Blue Cross Blue Shield of Florida (now Florida Blue), Vistakon (a subsidiary of Johnson & Johnson), and Availity.