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...
Catherine Cruz Agosto
Availity
Catherine Cruz Agosto found her software engineering experience at Baxter Healthcare and Boeing-subsidiary Insitu provided an excellent foundation for finding more effective and user-friendly approaches to complex technical problems. Catherine has developed more efficient and innovative data quality testing solutions at healthcare intermediary Availity, expanding their automated data quality testing processes to accommodate diverse and dissimilar data sources, thus facilitating analysis, testing, and controls for data integration, analytics, and healthcare data reporting.