Consulting Solutions Senior Vice President Amit Patel is featured in insideBIGDATA’s “Heard on the Street” segment.
insideBIGDATA is a news outlet that distills news, strategies, products and services in the world of Big Data for data scientists as well as IT and business professionals.
“As people (data stewards) and processes (business rules, data standards) mature, technology can keep data quality on track.
Processes create the foundation of a robust DataOps framework, enabling organizations to confidently navigate an increasingly complex data landscape. Technologies such as AI/RPA can identify areas where data intake and maintenance are dropping the quality—be it due to manual data entry, EDI, or other API—and can automatically rectify them using available services like Dun & Bradstreet. Such tools allow the profiling and monitoring of trends to understand anomalies that inject poor data quality and help fix them.
Finally, ML tools get organizations to the next level of data maturity by detecting patterns and making predictions. This predictive power allows DataOps teams to get ahead of quality issues and ensure that data continually improves.” – Amit Patel, SVP of Consulting Services