Operations | Monitoring | ITSM | DevOps | Cloud

AI budgets are escalating rapidly, yet few teams measure the value of their spend – and who ends up paying, anyway? The Redgate Advocates discuss that, LLMs, data centers, regulation, what happens to the next generation of engineers if they never learn to solve problems the hard way – and more.

Updates are the easy part. Or are they? When thousands of connected devices are involved, organizations need to manage updates at scale, without disrupting critical operations. What to update, when to push it, and how to respond when things go wrong become key decisions.

How does data mesh architecture improve data management? In this episode of Quick Question, we cover the three core benefits — real-time visibility, control, and data quality — including how CISA uses Elastic to connect data from over 100 civilian agencies without moving it to a central location. The episode also covers how data sovereignty is preserved through role-based and attribute-based access controls, and why data quality improves when the teams closest to the data are the ones managing it.

With the plan mode you can get a preview what kind of panels you want to have in your dashboard that safe a lot of tokens, efforts and computing resources when using Grafana Assistant AI.

Aiven and SFEIR walk through what a governed, AI-ready foundation for product data looks like, and what it actually takes to build one. We'll be joined by Céline Thooris, Managing Director of WEnvision (SFEIR group), and Stan Dmitriev, Product Director for Aiven Context, sharing a first-hand view from the field and a concrete next step. What to expect.