IBM DB2 Genius Hub, AI Observability and the Future of IT Modernization

In this episode, Mitch Ashley and Brad Shimmin examine how IBM’s DB2 Genius Hub is designed to streamline database management and reduce the time spent on root cause analysis. The conversation expands into the broader challenges of IT modernization, the rapid adoption of AI across enterprise environments, and the growing need for observability-native architectures.

They also break down a four-step model for understanding AI agent behavior and discuss how AI observability and FinOps are evolving as critical disciplines for managing intelligent systems at scale. As enterprise infrastructure becomes more dynamic, organizations will need better visibility, stronger governance, and more adaptive operating models to stay in control.