How DataOps principles help to reduce GenAI risk and improve data quality


 

John Kerski explains how DataOps principles improve trust, quality, and governance when using GenAI in data solutions. Includes John’s advice on how to apply these principles – plus tips for Git, testing, Microsoft Fabric, and more.

Over the past three years, the presence of Generative Artificial Intelligence (GenAI) in the world of data has profoundly changed how we build solutions. I’ve seen teams incorporate GenAI into their development processes as vendors continue introducing AI tools such as GitHub Copilot and Copilot for Fabric. The dependence on these tools to accelerate work is not much different from what IntelliSense and integrated