Refactoring a large dbt project isn’t just about renaming models – it’s about understanding what went wrong and redesigning for long-term scalability. This talk covers DAG restructuring, Jinja pattern improvements, and validation checks.

Do you need to protect your data with AI or from AI? Do you need to protect your AI-generated data? Great questions! There’s a lot of focus on the security, privacy, and governance features built into Copilot, but not as much attention on how you can use AI to help you keep your data safe and secure. In this session we’ll cover the key principles of using AI tools to help protect your Microsoft-platform data, including Copilot agents and other items that you may not have thought of protecting.